Thomas Heide Clausen, cand.polyt, PhD
Professor
A graduate of Aalborg University, Denmark (M.Sc., PhD – civilingeniør, cand.polyt), Thomas spent a number of years at INRIA where he, among other things, developed and standardised OLSR – the predominant routing protocol for community, mesh, and tactical networks.
In 2004 he joined faculty at Ecole Polytechnique, France’s premiere technical and scientific university, where he is currently a professor. He leads the computer networking research group, and enjoys working with with some of France’s best students.
Thomas has developed, and coordinates, the computer networking curriculum at Ecole Polytechnique, teaches several core classes therein. He’s the academic director of the elite and multidisciplinary Master of Science and Technology programme “IoT: Innovation and Management”.
In terms of research, Thomas is, particularly, interested in “keeping the Internet connected”, even when faced with the immense influx of “new devices” and “new uses”. Thus, his work has emphasized development of algorithms, protocols, and architectures for the (immodestly) termed “future internet”: the Internet of Things (IoT), personal-area networks (PANs), ubiquitous networks, rendering the current Internet routing more “robust” and “adaptive”, as well as for securely supporting new services across the Internet. Thomas has authored more than 100 peer-reviewed academic publications, which have attracted more than 16000 citations.
With a particular affinity for “applicable research”, Thomas remains an active contributor to standardisation. He served as co-chair of the MANET AUTOCONF working group from 2005 until its closure in 2012, within the Internet Engineering Task Force (IETF) – the international standardization body behind the Internet and behind protocols such as TCP/IP, HTTP etc. Also within the IETF, he has served on the Routing Area Directorate, an advisory group of routing experts providing final document reviews as part of the standardization process, as well as other expert advice on routing-related topics. Thomas has authored, edited, and contributed substantially to 24 published IETF standards. He has also consulted for the development of IEEE 802.11s, as well as contributed the routing portions of the recently ratified ITU-T standard G.9903 for G3-PLC networks – the international standard upon which, e.g., the SmartGrid/ConnectedEnergy initiatives are built.
Thomas maintains long-standing formal industrial research collaborations with, e.g., Hitachi (Japan), Fujitsu (USA), Toyota (Japan), Qualcomm (USA), EDF (France), ERDF (France), and Sagemcom (France). He also maintains close collaborative relations with peers in industry, including BAE Systems (UK), Cisco Systems (USA & France), and Alcatel-Lucent (France). He was involved in the ADEME “SOGrid” project, on the future French national “Smart Grid”. Thomas holds the Cisco endowed “Internet of Everything” academic chaire at Ecole Polytechnique.
Thomas is a senior member of the IEEE, and was named an “IEEE Computer Society Distinguished Contributor”, as part of the inaugural 2021 class.
Latest Posts Mentioning Thomas
Paper: IEEE Access – DNN partitioning for inference throughput acceleration at the edge
Intro I am very excited to present this work, published in the IEEE Access journal, which presents an alternative to standard AI workload acceleration mechanisms at the edge (hardware acceleration, model compression, cloud off-loading). This work, in collaboration with Cisco,…
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Paper: Investigating data broadcast performance in mobile ad-hoc networks
We investigate broadcasting in mobile ad-hoc networks (MANETs). We define broadcasting as being the process of delivering one packet, originated at one node, to (ideally) all other nodes in the MANET. We present specific problems related to broadcasting in MANETs,…
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Posted in MANET, MPR, OLSR, Research, Thomas Clausen
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Paper: Combining Temporal and Spartial Partial Topolgy for MANET Routing – Merging OLSR and FSR
In this paper, we propose an extension to the Optimized Link State Routing (OLSR) protocol, a proactive link-state routing protocol optimized for mobile ad-hoc networks, in-troducing temporal partial topology as a mechanism for re-ducing control traffic overhead. The extension is…
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Posted in FSR, MANET, OLSR, OLSRv2, Research, Thomas Clausen
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Thomas’ Publications
2023
Feltin, Thomas; Marché, Léo; Cordero, Juan Antonio; Brockners, Frank; Clausen, Thomas
DNN Partitioning for Inference Throughput Acceleration at the Edge Journal Article
In: IEEE Access, 2023, ISSN: 2169-3536.
Abstract | Links | BibTeX | Tags: Chaire Cisco, Constrained Networks, Optimisation
@article{nokey,
title = {DNN Partitioning for Inference Throughput Acceleration at the Edge},
author = {Thomas Feltin and Léo Marché and Juan Antonio Cordero and Frank Brockners and Thomas Clausen},
editor = {IEEE},
url = {https://ieeexplore.ieee.org/document/10042405},
doi = {10.1109/ACCESS.2023.3244497},
issn = {2169-3536},
year = {2023},
date = {2023-02-13},
journal = {IEEE Access},
abstract = {Deep neural network (DNN) inference on streaming data requires computing resources to satisfy inference throughput requirements. However, latency and privacy sensitive deep learning applications cannot afford to offload computation to remote clouds because of the implied transmission cost and lack of trust in third-party cloud providers. Among solutions to increase performance while keeping computation on a constrained environment, hardware acceleration can be onerous, and model optimization requires extensive design efforts while hindering accuracy. DNN partitioning is a third complementary approach, and consists of distributing the inference workload over several available edge devices, taking into account the edge network properties and the DNN structure, with the objective of maximizing the inference throughput (number of inferences per second). This paper introduces a method to predict inference and transmission latencies for multi-threaded distributed DNN deployments, and defines an optimization process to maximize the inference throughput. A branch and bound solver is then presented and analyzed to quantify the achieved performance and complexity. This analysis has led to the definition of the acceleration region, which describes deterministic conditions on the DNN and network properties under which DNN partitioning is beneficial. Finally, experimental results confirm the simulations and show inference throughput improvements in sample edge deployments.},
keywords = {Chaire Cisco, Constrained Networks, Optimisation},
pubstate = {published},
tppubtype = {article}
}
Deep neural network (DNN) inference on streaming data requires computing resources to satisfy inference throughput requirements. However, latency and privacy sensitive deep learning applications cannot afford to offload computation to remote clouds because of the implied transmission cost and lack of trust in third-party cloud providers. Among solutions to increase performance while keeping computation on a constrained environment, hardware acceleration can be onerous, and model optimization requires extensive design efforts while hindering accuracy. DNN partitioning is a third complementary approach, and consists of distributing the inference workload over several available edge devices, taking into account the edge network properties and the DNN structure, with the objective of maximizing the inference throughput (number of inferences per second). This paper introduces a method to predict inference and transmission latencies for multi-threaded distributed DNN deployments, and defines an optimization process to maximize the inference throughput. A branch and bound solver is then presented and analyzed to quantify the achieved performance and complexity. This analysis has led to the definition of the acceleration region, which describes deterministic conditions on the DNN and network properties under which DNN partitioning is beneficial. Finally, experimental results confirm the simulations and show inference throughput improvements in sample edge deployments.
2022
Clausen, Thomas; Cordero, Juan Antonio; Oustry, Antoine; Vanier, Sonia; Xu, Liding
Optimization in Wireless Networks Book Chapter
In: Prokopyev, Oleg A. (Ed.): Springer, Encyclopedia of Optimization, 3rd edition, 2022.
BibTeX | Tags: Optimisation, Wireless
@inbook{nokey,
title = {Optimization in Wireless Networks},
author = {Thomas Clausen and Juan Antonio Cordero and Antoine Oustry and Sonia Vanier and Liding Xu},
editor = {Oleg A. Prokopyev},
year = {2022},
date = {2022-07-25},
urldate = {2022-07-25},
publisher = {Springer},
edition = {Encyclopedia of Optimization, 3rd edition},
keywords = {Optimisation, Wireless},
pubstate = {published},
tppubtype = {inbook}
}
2021
Hawari, Mohammed; Clausen, Thomas
OP4T: Bringing Advanced Network Packet Timestamping into the Field Proceedings Article
In: 2021 International Conference on Information Networking (ICOIN), pp. 137-142, 2021.
Abstract | Links | BibTeX | Tags: Chaire Cisco, Infrastructure for Big Data
@inproceedings{Hawari2021,
title = {OP4T: Bringing Advanced Network Packet Timestamping into the Field},
author = {Mohammed Hawari and Thomas Clausen},
url = {https://www.thomasclausen.net/wp-content/uploads/2021/03/paper.pdf},
doi = {10.1109/ICOIN50884.2021.9333927},
year = {2021},
date = {2021-01-13},
booktitle = {2021 International Conference on Information Networking (ICOIN)},
pages = {137-142},
abstract = {Because it is very bursty, the microsecond-scale temporal behaviour of network traffic in data-centres is chal- lenging to measure and understand. To bring observability into data-centre networks, this paper introduces the Open Platform for Programmable Precise Packet Timestamping (OP4T), a hardware architecture, targeting Field-Programmable Gateway Arrays (FPGAs), integrated into data-centre servers as a Smart Network Interface Card (SmartNIC), and flexible enough to enable advanced latency diagnosis.
In this paper, OP4T is specified, and an open-source im- plementation of that architecture is proposed, targeting the NetFPGA SUME prototyping board. By leveraging the P4 programming language, and partial reconfiguration, that open- source implementation is experimentally shown to enable in-band, precise packet timestamping, without sacrificing the achievable throughput. As an illustration, OP4T is shown to be usable to measure fine-grained properties of a software packet forwarder, e.g., packet batching.},
keywords = {Chaire Cisco, Infrastructure for Big Data},
pubstate = {published},
tppubtype = {inproceedings}
}
Because it is very bursty, the microsecond-scale temporal behaviour of network traffic in data-centres is chal- lenging to measure and understand. To bring observability into data-centre networks, this paper introduces the Open Platform for Programmable Precise Packet Timestamping (OP4T), a hardware architecture, targeting Field-Programmable Gateway Arrays (FPGAs), integrated into data-centre servers as a Smart Network Interface Card (SmartNIC), and flexible enough to enable advanced latency diagnosis.
In this paper, OP4T is specified, and an open-source im- plementation of that architecture is proposed, targeting the NetFPGA SUME prototyping board. By leveraging the P4 programming language, and partial reconfiguration, that open- source implementation is experimentally shown to enable in-band, precise packet timestamping, without sacrificing the achievable throughput. As an illustration, OP4T is shown to be usable to measure fine-grained properties of a software packet forwarder, e.g., packet batching.
In this paper, OP4T is specified, and an open-source im- plementation of that architecture is proposed, targeting the NetFPGA SUME prototyping board. By leveraging the P4 programming language, and partial reconfiguration, that open- source implementation is experimentally shown to enable in-band, precise packet timestamping, without sacrificing the achievable throughput. As an illustration, OP4T is shown to be usable to measure fine-grained properties of a software packet forwarder, e.g., packet batching.
2020
Desmouceaux, Yoann; Enguehard, Marcel; Clausen, Thomas
Joint Monitorless Load-Balancing and Autoscaling for Zero-Wait-Time in Data Centers Journal Article
In: IEEE Transactions on Network and Service Management, 2020.
Abstract | Links | BibTeX | Tags: Chaire Cisco, load balancing, segment routing
@article{Desmouceaux2020,
title = {Joint Monitorless Load-Balancing and Autoscaling for Zero-Wait-Time in Data Centers},
author = {Yoann Desmouceaux and Marcel Enguehard and Thomas Clausen},
url = {https://www.epizeuxis.net/wp-content/uploads/2020/12/Joint-Monitorless-Load-Balancing-and-Autoscaling-for-Zero-Wait-Time-in-Data-Centers.pdf},
doi = {10.1109/TNSM.2020.3045059},
year = {2020},
date = {2020-12-31},
urldate = {2020-12-31},
journal = {IEEE Transactions on Network and Service Management},
abstract = {Cloud architectures achieve scaling through two main functions: (i) load-balancers, which dispatch queries among replicated virtualized application instances, and (ii) autoscalers, which automatically adjust the number of replicated instances to accommodate variations in load patterns. These functions are often provided through centralized load monitoring, incurring operational complexity. This paper introduces a unified and centralized-monitoring-free architecture achieving both autoscal- ing and load-balancing, reducing operational overhead while increasing response time performance. Application instances are virtually ordered in a chain, and new queries are forwarded along this chain until an instance, based on its local load, accepts the query. Autoscaling is triggered by the last application instance, which inspects its average load and infers if its chain is under- or over-provisioned. An analytical model of the system is derived, and proves that the proposed technique can achieve asymptotic zero-wait time with high (and controlable) probability. This result is confirmed by extensive simulations, which highlight close-to- ideal performance in terms of both response time and resource costs.},
keywords = {Chaire Cisco, load balancing, segment routing},
pubstate = {published},
tppubtype = {article}
}
Cloud architectures achieve scaling through two main functions: (i) load-balancers, which dispatch queries among replicated virtualized application instances, and (ii) autoscalers, which automatically adjust the number of replicated instances to accommodate variations in load patterns. These functions are often provided through centralized load monitoring, incurring operational complexity. This paper introduces a unified and centralized-monitoring-free architecture achieving both autoscal- ing and load-balancing, reducing operational overhead while increasing response time performance. Application instances are virtually ordered in a chain, and new queries are forwarded along this chain until an instance, based on its local load, accepts the query. Autoscaling is triggered by the last application instance, which inspects its average load and infers if its chain is under- or over-provisioned. An analytical model of the system is derived, and proves that the proposed technique can achieve asymptotic zero-wait time with high (and controlable) probability. This result is confirmed by extensive simulations, which highlight close-to- ideal performance in terms of both response time and resource costs.
Feltin, Thomas; Foroughi, Parisa; Shao, Wenqin; Brockners, Frank; Clausen, Thomas
Semantic feature selection for network telemetry event description Proceedings Article
In: NOMS 2020 - 2020 IEEE/IFIP Network Operations and Management Symposium, pp. 1-6, 2020, ISBN: 2374-9709.
Abstract | Links | BibTeX | Tags: contextual information, cross-entropy based metric, data analysis, data behavior, data structures, Decision support, explanation, explanation process, feature selection, large-scale networks, model driven telemetry, Network Management, network telemetry event description, real-time systems, Selection process, semantic feature selection, telemetry, telemetry data structure
@inproceedings{Feltin2020,
title = {Semantic feature selection for network telemetry event description},
author = {Thomas Feltin and Parisa Foroughi and Wenqin Shao and Frank Brockners and Thomas Clausen},
url = {https://www.thomasclausen.net/wp-content/uploads/2020/08/AnNet20201-1.pdf},
doi = {10.1109/NOMS47738.2020.9110382},
isbn = {2374-9709},
year = {2020},
date = {2020-04-20},
booktitle = {NOMS 2020 - 2020 IEEE/IFIP Network Operations and Management Symposium},
pages = {1-6},
abstract = {Model driven telemetry (MDT) enables the real-time collection of hundreds of thousands of counters on large-scale networks, with contextual information to each counter provided in the telemetry data structure definition. Explaining network events in such datasets implies substantial analysis by a domain expert. This paper presents an semantic feature selection method, to find the most important counters which describe a given event in a telemetry dataset, and facilitate the explanation process. This paper proposes a metric for estimating the importance of features in a dataset with descriptive feature names, to find those that are most meaningful to a human. With this estimation, this paper presents a cross-entropy based metric describing the quality of a selection of counters, which is combined with the data behavior to define an optimization goal. The computation of optimal selections distills intelligible and precise selections of counters with adjustable verbosity, and describes events with a few selected counters outlining the root cause of network events.},
keywords = {contextual information, cross-entropy based metric, data analysis, data behavior, data structures, Decision support, explanation, explanation process, feature selection, large-scale networks, model driven telemetry, Network Management, network telemetry event description, real-time systems, Selection process, semantic feature selection, telemetry, telemetry data structure},
pubstate = {published},
tppubtype = {inproceedings}
}
Model driven telemetry (MDT) enables the real-time collection of hundreds of thousands of counters on large-scale networks, with contextual information to each counter provided in the telemetry data structure definition. Explaining network events in such datasets implies substantial analysis by a domain expert. This paper presents an semantic feature selection method, to find the most important counters which describe a given event in a telemetry dataset, and facilitate the explanation process. This paper proposes a metric for estimating the importance of features in a dataset with descriptive feature names, to find those that are most meaningful to a human. With this estimation, this paper presents a cross-entropy based metric describing the quality of a selection of counters, which is combined with the data behavior to define an optimization goal. The computation of optimal selections distills intelligible and precise selections of counters with adjustable verbosity, and describes events with a few selected counters outlining the root cause of network events.
Hawari, Mohammed; Cordero, Juan Antonio; Clausen, Thomas
High-Accuracy Packet Pacing on Commodity Servers for Constant-Rate Flows Journal Article
In: IEEE/ACM Transactions on Networking, pp. 1-15, 2020, ISSN: 1558-2566.
Abstract | Links | BibTeX | Tags: Infrastructure for Big Data, Packet Pacing
@article{9130915,
title = {High-Accuracy Packet Pacing on Commodity Servers for Constant-Rate Flows},
author = {Mohammed Hawari and Juan Antonio Cordero and Thomas Clausen},
url = {https://www.thomasclausen.net/wp-content/uploads/2020/08/2020-IEEE-TNET-High-Accuracy-Packet-Pacing-on-Commodity-Servers-for-Constant-Rate-Flows.pdf},
doi = {10.1109/TNET.2020.3001672},
issn = {1558-2566},
year = {2020},
date = {2020-01-01},
urldate = {2020-01-01},
journal = {IEEE/ACM Transactions on Networking},
pages = {1-15},
abstract = {This addresses the problem of high-quality packet pacing for constant-rate packet consumption systems, with strict buffering limitations. A mostly-software pacing architecture is developed, which has minimal hardware requirements, satisfied by commodity servers - rendering the proposed solution easily deployable in existing (data-centre) infrastructures. Two algorithms (free-running and frequency-controlled pacing, for explicitly and implicitly indicated target rates, respectively) are specified, and formally analysed. The proposed solution, including both algorithms, is implemented, and is tested on real hardware and under real conditions. The performance of these implementations is experimentally evaluated and compared to existing mechanisms, available in general-purpose hardware. Results of both exhaustive experiments, and of an analytical modeling, indicate that the proposed approach is able to perform low-jitter packet pacing on commodity hardware, being thus suitable for constant rate transmission and consumption in media production scenarios.},
keywords = {Infrastructure for Big Data, Packet Pacing},
pubstate = {published},
tppubtype = {article}
}
This addresses the problem of high-quality packet pacing for constant-rate packet consumption systems, with strict buffering limitations. A mostly-software pacing architecture is developed, which has minimal hardware requirements, satisfied by commodity servers - rendering the proposed solution easily deployable in existing (data-centre) infrastructures. Two algorithms (free-running and frequency-controlled pacing, for explicitly and implicitly indicated target rates, respectively) are specified, and formally analysed. The proposed solution, including both algorithms, is implemented, and is tested on real hardware and under real conditions. The performance of these implementations is experimentally evaluated and compared to existing mechanisms, available in general-purpose hardware. Results of both exhaustive experiments, and of an analytical modeling, indicate that the proposed approach is able to perform low-jitter packet pacing on commodity hardware, being thus suitable for constant rate transmission and consumption in media production scenarios.
2019
Desmouceaux, Yoann; Cordero, Juan Antonio; Clausen, Thomas
Reliable B.I.E.R. with Peer Caching Journal Article
In: IEEE Transactions on Network and Service Management, 2019, ISSN: 1932-4537.
Abstract | Links | BibTeX | Tags: B.I.E.R., Broadcast, Chaire Cisco, Multicast, Reliable Content Distribution
@article{Desmouceaux2019,
title = {Reliable B.I.E.R. with Peer Caching},
author = {Yoann Desmouceaux and Juan Antonio Cordero and Thomas Clausen},
url = {https://www.thomasclausen.net/wp-content/uploads/2019/11/Reliable-B.I.E.R.-with-Peer-Caching.pdf},
doi = {10.1109/TNSM.2019.2950158},
issn = {1932-4537},
year = {2019},
date = {2019-11-01},
journal = {IEEE Transactions on Network and Service Management},
abstract = {Multicast protocols usually require building multicast trees and maintaining state in intermediate routers, incurring operation complexity. B.I.E.R. (Bit-Indexed Explicit Replication) ambitions to alleviate this complexity by allowing for source-driven selection of destinations and state-less packet forwarding. B.I.E.R. can also be used to achieve reliable delivery of content, by retransmitting packet to the exact set of destinations which have missed it. While B.I.E.R.- based reliable multicast exhibits attractive performance attributes, repair of a lost packet is achieved through source retransmissions, which may be costly and even unnecessary if close peers are able to provide a copy of the packet.
Thus, this paper extends the use of reliable B.I.E.R. multicast to allow recoveries from peers, using Segment Routing (SR) to steer retransmission requests through potential candidates. A framework is introduced, which can accommodate different policies for the selection of candidate peers for retransmissions. Simple (both static and adaptive) policies are introduced and analyzed, both (i) theoretically and (ii) by way of simulations in data-center-like and real-world topologies. Results indicate that local peer recovery is able to substantially reduce the overall retransmission traffic, and that this can be achieved through simple policies, where no signaling is required to build a set of candidate peers.},
keywords = {B.I.E.R., Broadcast, Chaire Cisco, Multicast, Reliable Content Distribution},
pubstate = {published},
tppubtype = {article}
}
Multicast protocols usually require building multicast trees and maintaining state in intermediate routers, incurring operation complexity. B.I.E.R. (Bit-Indexed Explicit Replication) ambitions to alleviate this complexity by allowing for source-driven selection of destinations and state-less packet forwarding. B.I.E.R. can also be used to achieve reliable delivery of content, by retransmitting packet to the exact set of destinations which have missed it. While B.I.E.R.- based reliable multicast exhibits attractive performance attributes, repair of a lost packet is achieved through source retransmissions, which may be costly and even unnecessary if close peers are able to provide a copy of the packet.
Thus, this paper extends the use of reliable B.I.E.R. multicast to allow recoveries from peers, using Segment Routing (SR) to steer retransmission requests through potential candidates. A framework is introduced, which can accommodate different policies for the selection of candidate peers for retransmissions. Simple (both static and adaptive) policies are introduced and analyzed, both (i) theoretically and (ii) by way of simulations in data-center-like and real-world topologies. Results indicate that local peer recovery is able to substantially reduce the overall retransmission traffic, and that this can be achieved through simple policies, where no signaling is required to build a set of candidate peers.
Thus, this paper extends the use of reliable B.I.E.R. multicast to allow recoveries from peers, using Segment Routing (SR) to steer retransmission requests through potential candidates. A framework is introduced, which can accommodate different policies for the selection of candidate peers for retransmissions. Simple (both static and adaptive) policies are introduced and analyzed, both (i) theoretically and (ii) by way of simulations in data-center-like and real-world topologies. Results indicate that local peer recovery is able to substantially reduce the overall retransmission traffic, and that this can be achieved through simple policies, where no signaling is required to build a set of candidate peers.
2018
Toussaint, Arthur; Hawari, Mohammed; Clausen, Thomas
Chasing Linux Jitter Sources for Uncompressed Video Book Section
In: In Proceedings of the 1st Workshop on High-Precision Networks Operations and Control (HiPNet 2018) ad the IEEE 14th International Conference on Network and Service Management (CNSM), 2018.
Abstract | Links | BibTeX | Tags: Chaire Cisco, Linux, Network Greedy Applications, Performance
@incollection{Toussaint2018,
title = {Chasing Linux Jitter Sources for Uncompressed Video},
author = {Arthur Toussaint and Mohammed Hawari and Thomas Clausen},
url = {https://www.thomasclausen.net/wp-content/uploads/2019/11/CNSM-HipNet-Toussaint-et.-al.-Chasing-Linux-Jutter-Sources-for-Uncompressed-Video.pdf},
year = {2018},
date = {2018-11-01},
booktitle = {In Proceedings of the 1st Workshop on High-Precision Networks Operations and Control (HiPNet 2018) ad the IEEE 14th International Conference on Network and Service Management (CNSM)},
abstract = {Beyond the transport of uncompressed video over IP networks, defined in standards such as ST2022-6, the ability to build software-based Video Processing Functions (VPF) on commodity hardware and using general purpose Operating Systems is the next logical step in the evolution of the media industry towards an “all-IP” world. In that context, understand- ing the jitter induced on an ST2022-6 stream by a commodity platform is essential. This paper describes a general methodology to enumerate jitter sources on commodity platforms and to quantify their relative contribution to the overall system jitter. The methodology is applied to the Linux kernel, producing a classification of the different sources of jitter, and a quantification of their impact.},
keywords = {Chaire Cisco, Linux, Network Greedy Applications, Performance},
pubstate = {published},
tppubtype = {incollection}
}
Beyond the transport of uncompressed video over IP networks, defined in standards such as ST2022-6, the ability to build software-based Video Processing Functions (VPF) on commodity hardware and using general purpose Operating Systems is the next logical step in the evolution of the media industry towards an “all-IP” world. In that context, understand- ing the jitter induced on an ST2022-6 stream by a commodity platform is essential. This paper describes a general methodology to enumerate jitter sources on commodity platforms and to quantify their relative contribution to the overall system jitter. The methodology is applied to the Linux kernel, producing a classification of the different sources of jitter, and a quantification of their impact.
Desmouceaux, Yoann; Townsley, Mark; Clausen, Thomas
Zero-Loss Virtual Machine Migration with IPv6 Segment Routing Proceedings Article
In: Proceedings 1st SR+SFC Workshop at IEEE CNSM, 2018.
Abstract | Links | BibTeX | Tags: Chaire Cisco, segment routing
@inproceedings{Desmouceaux2018e,
title = {Zero-Loss Virtual Machine Migration with IPv6 Segment Routing},
author = {Yoann Desmouceaux and Mark Townsley and Thomas Clausen},
url = {https://www.thomasclausen.net/wp-content/uploads/2019/11/Zero-Loss-Virtual-Machine-Migration-with-Segment-Routing.pdf},
year = {2018},
date = {2018-11-01},
booktitle = {Proceedings 1st SR+SFC Workshop at IEEE CNSM},
abstract = {With the development of large-scale data centers, Virtual Machine (VM) migration is a key component for resource optimization, cost reduction, and maintenance. From a network perspective, traditional VM migration mechanisms rely on the hypervisor running at the destination host advertising the new location of the VM once migration is complete. However, this creates a period of time during which the VM is not reachable, yielding packet loss.
This paper introduces a method to perform zero-loss VM migration by using IPv6 Segment Routing (SR). Rather than letting the hypervisor update a locator mapping after VM migration is complete, a logical path consisting of the source and destination hosts is pre-provisioned. Packets destined to the migrating VM are sent through this path using SR, shortly before, during, and shortly after migration – the virtual router on the source host being in charge of forwarding packets locally if the VM migration has not completed yet, or to the destination host otherwise. The proposed mechanism is implemented as a VPP plugin, and feasibility of zero-loss VM migration is demonstrated with various workloads. Evaluation shows that this yields benefits in terms of session opening latency and TCP throughput.},
keywords = {Chaire Cisco, segment routing},
pubstate = {published},
tppubtype = {inproceedings}
}
With the development of large-scale data centers, Virtual Machine (VM) migration is a key component for resource optimization, cost reduction, and maintenance. From a network perspective, traditional VM migration mechanisms rely on the hypervisor running at the destination host advertising the new location of the VM once migration is complete. However, this creates a period of time during which the VM is not reachable, yielding packet loss.
This paper introduces a method to perform zero-loss VM migration by using IPv6 Segment Routing (SR). Rather than letting the hypervisor update a locator mapping after VM migration is complete, a logical path consisting of the source and destination hosts is pre-provisioned. Packets destined to the migrating VM are sent through this path using SR, shortly before, during, and shortly after migration – the virtual router on the source host being in charge of forwarding packets locally if the VM migration has not completed yet, or to the destination host otherwise. The proposed mechanism is implemented as a VPP plugin, and feasibility of zero-loss VM migration is demonstrated with various workloads. Evaluation shows that this yields benefits in terms of session opening latency and TCP throughput.
This paper introduces a method to perform zero-loss VM migration by using IPv6 Segment Routing (SR). Rather than letting the hypervisor update a locator mapping after VM migration is complete, a logical path consisting of the source and destination hosts is pre-provisioned. Packets destined to the migrating VM are sent through this path using SR, shortly before, during, and shortly after migration – the virtual router on the source host being in charge of forwarding packets locally if the VM migration has not completed yet, or to the destination host otherwise. The proposed mechanism is implemented as a VPP plugin, and feasibility of zero-loss VM migration is demonstrated with various workloads. Evaluation shows that this yields benefits in terms of session opening latency and TCP throughput.
Pit--Claudel, Benoit; Desmouceaux, Yoann; Pfister, Pierre; Townsley, Mark; Clausen, Thomas
Stateless Load-Aware Load Balancing in P4 Proceedings Article
In: 1st P4 European Workshop (P4EU), 2018.
Abstract | Links | BibTeX | Tags: Chaire Cisco, load balancing, NetFPGA, segment routing
@inproceedings{Pit--Claudel2018,
title = {Stateless Load-Aware Load Balancing in P4},
author = {Benoit Pit--Claudel and Yoann Desmouceaux and Pierre Pfister and Mark Townsley and Thomas Clausen},
url = {http://www.thomasclausen.net/en/p4eu-2018/},
year = {2018},
date = {2018-09-24},
publisher = {1st P4 European Workshop (P4EU)},
abstract = {Leveraging the performance opportunities offered by programmable hardware, stateless load-balancing architectures allowing line-rate processing are appealing. Moreover, it has been demonstrated that significantly fairer load-balancing can be achieved by an architecture that considers the actual load of application instances when dispatching connection requests. Architectures which maintain per-connection state for resiliency and/or track application load state for fairness are, however, at odds with hardware-imposed memory constraints. Thus, a desirable load-balancer for programmable hardware would be both stateless and able to dispatch queries to application instances according to their current load.
This paper presents SHELL, a stateless application-aware load-balancer combining (i) a power-of-choices scheme using IPv6 Segment Routing to dispatch new flows to a suitable application instance from among multiple candidates, and (ii) the use of a covert channel to record/report which flow was assigned to which candidate in a stateless fashion. In addition, consistent hashing versioning is used to ensure that connections are maintained to the correct application instance, using Segment Routing to “browse” through the history when needed. The stateless design of SHELL makes it suitable for hardware implementation, and this paper describes the implementation of a P4-NetFPGA prototype. A performance evaluation of this SHELL implementation demonstrates throughput and latency characteristics comparable to other stateless load-balancing implementations, while enabling application instance-load-aware dispatching and significantly increasing per-connection consistency resiliency.},
keywords = {Chaire Cisco, load balancing, NetFPGA, segment routing},
pubstate = {published},
tppubtype = {inproceedings}
}
Leveraging the performance opportunities offered by programmable hardware, stateless load-balancing architectures allowing line-rate processing are appealing. Moreover, it has been demonstrated that significantly fairer load-balancing can be achieved by an architecture that considers the actual load of application instances when dispatching connection requests. Architectures which maintain per-connection state for resiliency and/or track application load state for fairness are, however, at odds with hardware-imposed memory constraints. Thus, a desirable load-balancer for programmable hardware would be both stateless and able to dispatch queries to application instances according to their current load.
This paper presents SHELL, a stateless application-aware load-balancer combining (i) a power-of-choices scheme using IPv6 Segment Routing to dispatch new flows to a suitable application instance from among multiple candidates, and (ii) the use of a covert channel to record/report which flow was assigned to which candidate in a stateless fashion. In addition, consistent hashing versioning is used to ensure that connections are maintained to the correct application instance, using Segment Routing to “browse” through the history when needed. The stateless design of SHELL makes it suitable for hardware implementation, and this paper describes the implementation of a P4-NetFPGA prototype. A performance evaluation of this SHELL implementation demonstrates throughput and latency characteristics comparable to other stateless load-balancing implementations, while enabling application instance-load-aware dispatching and significantly increasing per-connection consistency resiliency.
This paper presents SHELL, a stateless application-aware load-balancer combining (i) a power-of-choices scheme using IPv6 Segment Routing to dispatch new flows to a suitable application instance from among multiple candidates, and (ii) the use of a covert channel to record/report which flow was assigned to which candidate in a stateless fashion. In addition, consistent hashing versioning is used to ensure that connections are maintained to the correct application instance, using Segment Routing to “browse” through the history when needed. The stateless design of SHELL makes it suitable for hardware implementation, and this paper describes the implementation of a P4-NetFPGA prototype. A performance evaluation of this SHELL implementation demonstrates throughput and latency characteristics comparable to other stateless load-balancing implementations, while enabling application instance-load-aware dispatching and significantly increasing per-connection consistency resiliency.
Clausen, Thomas; YI, Jiazi; Cordero, Juan Antonio; Igarashi, Yuichi
Use 'em or Lose 'em: On Unidirectional Links in Reactive Routing Protocols Journal Article
In: Elsevier Ad Hoc Networks, vol. 73, pp. 51-64, 2018.
Abstract | Links | BibTeX | Tags: Ad-Hoc, LLN, LOADng, MANET, Reactive, Routing
@article{Clausen2018unidirectional,
title = {Use 'em or Lose 'em: On Unidirectional Links in Reactive Routing Protocols},
author = {Thomas Clausen and Jiazi YI and Juan Antonio Cordero and Yuichi Igarashi},
url = {https://ac.els-cdn.com/S1570870518300325/1-s2.0-S1570870518300325-main.pdf?_tid=0b7f4a7e-b489-4317-b96c-f18cec2af56f&acdnat=1520779362_84dbf04f92cfc3c7ef2448f3b4c3ebf7},
doi = {10.1016/j.adhoc.2018.02.004},
year = {2018},
date = {2018-05-01},
journal = {Elsevier Ad Hoc Networks},
volume = {73},
pages = {51-64},
abstract = {In reactive unicast routing protocols, Route Discovery aims to include only bidirectional links in discovered routing paths. This is typically accomplished by having routers maintain a “blacklist” of links recently confirmed (through Route Reply processing) to be unidirectional – which is then used for excluding subsequent Route Discovery control messages received over these links from being processed and forwarded.
This paper first presents an analytical model, which allows to study the impact of unidirectional links being present in a network, on the performance of reactive routing protocols. Next, this paper identifies that despite the use of a “blacklist”, the Route Discovery process may result in discovery of false forward routes, i.e., routes containing unidirec- tional links – and proposes a counter-measure denoted Forward Bidirectionality Check. This paper further proposes a Loop Exploration mechanism, allowing to properly include unidirectional links in a discovered routing topology – with the goal of providing bidirectional connectivity even in absence of bidirectional paths in the network.
Finally, each of these proposed mechanisms are subjected to extensive network simulations in static scenarios. When the fraction of unidirectional links is moderate (15 50%), simulations find Forward Bidirectionality Check to significantly increase the probability that bidirectional routing paths can be discovered by a reactive routing protocol, while incurring only an insignificant additional overhead. Further, in networks with a significant fraction of unidirectional links ( 50%), simulations reveal that Loop Exploration preserves the ability of a reactive routing protocol to establish bidirectional communication (possibly through non-bidirectional paths), but at the expense of a substantial additional overhead.},
keywords = {Ad-Hoc, LLN, LOADng, MANET, Reactive, Routing},
pubstate = {published},
tppubtype = {article}
}
In reactive unicast routing protocols, Route Discovery aims to include only bidirectional links in discovered routing paths. This is typically accomplished by having routers maintain a “blacklist” of links recently confirmed (through Route Reply processing) to be unidirectional – which is then used for excluding subsequent Route Discovery control messages received over these links from being processed and forwarded.
This paper first presents an analytical model, which allows to study the impact of unidirectional links being present in a network, on the performance of reactive routing protocols. Next, this paper identifies that despite the use of a “blacklist”, the Route Discovery process may result in discovery of false forward routes, i.e., routes containing unidirec- tional links – and proposes a counter-measure denoted Forward Bidirectionality Check. This paper further proposes a Loop Exploration mechanism, allowing to properly include unidirectional links in a discovered routing topology – with the goal of providing bidirectional connectivity even in absence of bidirectional paths in the network.
Finally, each of these proposed mechanisms are subjected to extensive network simulations in static scenarios. When the fraction of unidirectional links is moderate (15 50%), simulations find Forward Bidirectionality Check to significantly increase the probability that bidirectional routing paths can be discovered by a reactive routing protocol, while incurring only an insignificant additional overhead. Further, in networks with a significant fraction of unidirectional links ( 50%), simulations reveal that Loop Exploration preserves the ability of a reactive routing protocol to establish bidirectional communication (possibly through non-bidirectional paths), but at the expense of a substantial additional overhead.
This paper first presents an analytical model, which allows to study the impact of unidirectional links being present in a network, on the performance of reactive routing protocols. Next, this paper identifies that despite the use of a “blacklist”, the Route Discovery process may result in discovery of false forward routes, i.e., routes containing unidirec- tional links – and proposes a counter-measure denoted Forward Bidirectionality Check. This paper further proposes a Loop Exploration mechanism, allowing to properly include unidirectional links in a discovered routing topology – with the goal of providing bidirectional connectivity even in absence of bidirectional paths in the network.
Finally, each of these proposed mechanisms are subjected to extensive network simulations in static scenarios. When the fraction of unidirectional links is moderate (15 50%), simulations find Forward Bidirectionality Check to significantly increase the probability that bidirectional routing paths can be discovered by a reactive routing protocol, while incurring only an insignificant additional overhead. Further, in networks with a significant fraction of unidirectional links ( 50%), simulations reveal that Loop Exploration preserves the ability of a reactive routing protocol to establish bidirectional communication (possibly through non-bidirectional paths), but at the expense of a substantial additional overhead.
Desmouceaux, Yoann; Toubaline, Sonia; Clausen, Thomas
Flow-Aware Workload Migration in Data Centers Journal Article
In: Springer - Journal of Network and Systems Management (JONS), 2018.
Abstract | Links | BibTeX | Tags: Chaire Cisco, dc-optimization, Infrastructure for Big Data
@article{Desmouceaux2018a,
title = {Flow-Aware Workload Migration in Data Centers},
author = {Yoann Desmouceaux and Sonia Toubaline and Thomas Clausen},
url = {https://link.springer.com/epdf/10.1007/s10922-018-9452-5?author_access_token=qm_40d91CsNLlZ_vZ0tZFPe4RwlQNchNByi7wbcMAY4xSrvbLplDMLQ3AN9vWEoUIxtZAIdnOGAzJH5W3YOrbGteOLvaEXsEE1xFv66lVxTKlL40BAS25fsaLf8w1RJAvY69owHWqhJkTmAZpvdCkQ%3D%3D
https://www.epizeuxis.net/wp-content/uploads/2018/03/jons-2018.pdf},
doi = {10.1007/s10922-018-9452-5},
year = {2018},
date = {2018-03-10},
journal = {Springer - Journal of Network and Systems Management (JONS)},
abstract = {In data centers, subject to workloads with heterogeneous (and sometimes short) lifetimes, workload migration is a way of attaining a more efficient utilization of the underlying physical machines.
To not introduce performance degradation, such workload migration must take into account not only machine resources, and per-task resource requirements, but also application dependencies in terms of network communication.
This articleformat presents a workload migration model capturing all of these constraints.
A linear programming framework is developed allowing accurate representation of per-task resources requirements and inter-task network demands. Using this, a multi-objective problem is formulated to compute a re-allocation of tasks that (i) maximizes the total inter-task throughput, while (ii) minimizing the cost incurred by migration and (iii) allocating the maximum number of new tasks.
A baseline algorithm, solving this multi-objective problem using the $epsilon$-constraint method is proposed, in order to generate the set of Pareto-optimal solutions. As this algorithm is compute-intensive for large topologies, a heuristic, which computes an approximation of the Pareto front, is then developed, and evaluated on different topologies and with different machine load factors. These evaluations show that the heuristic can provide close-to-optimal solutions, while reducing the solving time by one to two order of magnitudes.
},
keywords = {Chaire Cisco, dc-optimization, Infrastructure for Big Data},
pubstate = {published},
tppubtype = {article}
}
In data centers, subject to workloads with heterogeneous (and sometimes short) lifetimes, workload migration is a way of attaining a more efficient utilization of the underlying physical machines.
To not introduce performance degradation, such workload migration must take into account not only machine resources, and per-task resource requirements, but also application dependencies in terms of network communication.
This articleformat presents a workload migration model capturing all of these constraints.
A linear programming framework is developed allowing accurate representation of per-task resources requirements and inter-task network demands. Using this, a multi-objective problem is formulated to compute a re-allocation of tasks that (i) maximizes the total inter-task throughput, while (ii) minimizing the cost incurred by migration and (iii) allocating the maximum number of new tasks.
A baseline algorithm, solving this multi-objective problem using the $epsilon$-constraint method is proposed, in order to generate the set of Pareto-optimal solutions. As this algorithm is compute-intensive for large topologies, a heuristic, which computes an approximation of the Pareto front, is then developed, and evaluated on different topologies and with different machine load factors. These evaluations show that the heuristic can provide close-to-optimal solutions, while reducing the solving time by one to two order of magnitudes.
To not introduce performance degradation, such workload migration must take into account not only machine resources, and per-task resource requirements, but also application dependencies in terms of network communication.
This articleformat presents a workload migration model capturing all of these constraints.
A linear programming framework is developed allowing accurate representation of per-task resources requirements and inter-task network demands. Using this, a multi-objective problem is formulated to compute a re-allocation of tasks that (i) maximizes the total inter-task throughput, while (ii) minimizing the cost incurred by migration and (iii) allocating the maximum number of new tasks.
A baseline algorithm, solving this multi-objective problem using the $epsilon$-constraint method is proposed, in order to generate the set of Pareto-optimal solutions. As this algorithm is compute-intensive for large topologies, a heuristic, which computes an approximation of the Pareto front, is then developed, and evaluated on different topologies and with different machine load factors. These evaluations show that the heuristic can provide close-to-optimal solutions, while reducing the solving time by one to two order of magnitudes.
Desmouceaux, Yoann; Clausen, Thomas; Cordero, Juan Antonio; Townsley, W. Mark
Reliable Multicast with B.I.E.R. Journal Article
In: IEEE/KICS Journal of Communications and Networks (JCN), vol. 20, no. 2, pp. 182-197, 2018.
Abstract | Links | BibTeX | Tags: B.I.E.R., Broadcast, Chaire Cisco, Internet Broadcast, Multicast, Performance Evaluation, Reliable Content Distribution
@article{Desmouceaux0000,
title = {Reliable Multicast with B.I.E.R.},
author = {Yoann Desmouceaux and Thomas Clausen and Juan Antonio Cordero and W. Mark Townsley },
url = {http://www.thomasclausen.net/wp-content/uploads/2018/03/jcn-2018.pdf},
year = {2018},
date = {2018-02-28},
journal = {IEEE/KICS Journal of Communications and Networks (JCN)},
volume = {20},
number = {2},
pages = {182-197},
abstract = {Inter-network multicast protocols, which build and maintain multicast trees, incur both explicit protocol signalling, and maintenance of state in intermediate routers in the network. B.I.E.R. (Bit-Indexed Explicit Replication) is a technique which can provide a multicast service yet removes such complexities: in- termediate routers are unencumbered by group management, and no per-group state is to be maintained.
This paper explores the use of B.I.E.R. as a basis for develop- ing an efficient and reliable multicast mechanism, where redun- dant traffic is avoided, essential traffic is forwarded along shortest paths, and no per-flow state is required in intermediate routers. Evaluated by way of both an analytical model and network sim- ulation both in generic and in real network topologies with vary- ing background traffic loads, the proposed B.I.E.R.-based reliable multicast mechanism exhibits attractive performance attributes: it attains delivery success rates as high as any other reliable multicast service, but with significantly better link utilisation and no per-flow or per-group state in intermediate routers of the network.},
keywords = {B.I.E.R., Broadcast, Chaire Cisco, Internet Broadcast, Multicast, Performance Evaluation, Reliable Content Distribution},
pubstate = {published},
tppubtype = {article}
}
Inter-network multicast protocols, which build and maintain multicast trees, incur both explicit protocol signalling, and maintenance of state in intermediate routers in the network. B.I.E.R. (Bit-Indexed Explicit Replication) is a technique which can provide a multicast service yet removes such complexities: in- termediate routers are unencumbered by group management, and no per-group state is to be maintained.
This paper explores the use of B.I.E.R. as a basis for develop- ing an efficient and reliable multicast mechanism, where redun- dant traffic is avoided, essential traffic is forwarded along shortest paths, and no per-flow state is required in intermediate routers. Evaluated by way of both an analytical model and network sim- ulation both in generic and in real network topologies with vary- ing background traffic loads, the proposed B.I.E.R.-based reliable multicast mechanism exhibits attractive performance attributes: it attains delivery success rates as high as any other reliable multicast service, but with significantly better link utilisation and no per-flow or per-group state in intermediate routers of the network.
This paper explores the use of B.I.E.R. as a basis for develop- ing an efficient and reliable multicast mechanism, where redun- dant traffic is avoided, essential traffic is forwarded along shortest paths, and no per-flow state is required in intermediate routers. Evaluated by way of both an analytical model and network sim- ulation both in generic and in real network topologies with vary- ing background traffic loads, the proposed B.I.E.R.-based reliable multicast mechanism exhibits attractive performance attributes: it attains delivery success rates as high as any other reliable multicast service, but with significantly better link utilisation and no per-flow or per-group state in intermediate routers of the network.
Desmouceaux, Yoann; Pfister, Pierre; Tollet, Jérôme; Townsley, W. Mark; Clausen, Thomas
6LB: Scalable and Application-Aware Load Balancing with Segment Routing Journal Article
In: IEEE/ACM Transactions on Networking, vol. 26, no. 2, pp. 819-834, 2018, ISSN: 1063-6692.
Abstract | Links | BibTeX | Tags: Chaire Cisco, Infrastructure for Big Data, load balancing, Scalability, segment routing
@article{Desmouceaux2018,
title = {6LB: Scalable and Application-Aware Load Balancing with Segment Routing},
author = {Yoann Desmouceaux and Pierre Pfister and Jérôme Tollet and W. Mark Townsley and Thomas Clausen},
url = {http://www.thomasclausen.net/wp-content/uploads/2018/02/2018-IEEE-Transactions-on-Networking-6LB-Scalable-and-Application-Aware-Load-Balancing-with-Segment-Routing.pdf},
doi = {10.1109/TNET.2018.2799242},
issn = {1063-6692},
year = {2018},
date = {2018-02-15},
urldate = {2018-02-15},
journal = {IEEE/ACM Transactions on Networking},
volume = {26},
number = {2},
pages = {819-834},
abstract = {Network load-balancers generally either do not take application state into account, or do so at the cost of a central- ized monitoring system. This paper introduces a load-balancer running exclusively within the IP forwarding plane, i.e. in an application protocol agnostic fashion – yet which still provides application-awareness and makes real-time, decentralized deci- sions. To that end, IPv6 Segment Routing is used to direct data packets from a new flow through a chain of candidate servers, until one decides to accept the connection, based solely on its local state. This way, applications themselves naturally decide on how to fairly share incoming connections, while incurring minimal network overhead, and no out-of-band signaling. A consistent hashing algorithm, as well as an in-band stickiness protocol, allow for the proposed solution to be able to be reliably distributed across a large number of instances.
Performance evaluation by means of an analytical model and actual tests on different workloads (including a Wikipedia replay as a realistic workload) show significant performance benefits in terms of shorter response times, when compared to a traditional random load-balancer. In addition, this paper introduces and compares kernel bypass high-performance implementations of both 6LB and a state-of-the-art load-balancer, showing that the significant system-level benefits of 6LB are achievable with a negligible data-path CPU overhead.},
keywords = {Chaire Cisco, Infrastructure for Big Data, load balancing, Scalability, segment routing},
pubstate = {published},
tppubtype = {article}
}
Network load-balancers generally either do not take application state into account, or do so at the cost of a central- ized monitoring system. This paper introduces a load-balancer running exclusively within the IP forwarding plane, i.e. in an application protocol agnostic fashion – yet which still provides application-awareness and makes real-time, decentralized deci- sions. To that end, IPv6 Segment Routing is used to direct data packets from a new flow through a chain of candidate servers, until one decides to accept the connection, based solely on its local state. This way, applications themselves naturally decide on how to fairly share incoming connections, while incurring minimal network overhead, and no out-of-band signaling. A consistent hashing algorithm, as well as an in-band stickiness protocol, allow for the proposed solution to be able to be reliably distributed across a large number of instances.
Performance evaluation by means of an analytical model and actual tests on different workloads (including a Wikipedia replay as a realistic workload) show significant performance benefits in terms of shorter response times, when compared to a traditional random load-balancer. In addition, this paper introduces and compares kernel bypass high-performance implementations of both 6LB and a state-of-the-art load-balancer, showing that the significant system-level benefits of 6LB are achievable with a negligible data-path CPU overhead.
Performance evaluation by means of an analytical model and actual tests on different workloads (including a Wikipedia replay as a realistic workload) show significant performance benefits in terms of shorter response times, when compared to a traditional random load-balancer. In addition, this paper introduces and compares kernel bypass high-performance implementations of both 6LB and a state-of-the-art load-balancer, showing that the significant system-level benefits of 6LB are achievable with a negligible data-path CPU overhead.
2017
Clausen, Thomas; Yi, Jiazi; Herberg, Ulrich
Lightweight On-demand Ad hoc Distance-vector Routing-Next Generation (LOADng): Protocol, Extension, and Applicability Journal Article
In: Computer Networks, vol. 126, pp. 125-140, 2017.
Abstract | Links | BibTeX | Tags: Ad-Hoc, LLN, LOADng
@article{clausen2017lightweight,
title = {Lightweight On-demand Ad hoc Distance-vector Routing-Next Generation (LOADng): Protocol, Extension, and Applicability},
author = {Thomas Clausen and Jiazi Yi and Ulrich Herberg},
url = {http://www.thomasclausen.net/wp-content/uploads/2017/08/2017-Computer-Networks-Lightweight-On-demand-Ad-hoc-Distance-vector-Routing-Next-Generation-LOADng.pdf},
doi = {10.1016/j.comnet.2017.06.025},
year = {2017},
date = {2017-10-24},
journal = {Computer Networks},
volume = {126},
pages = {125-140},
publisher = {Elsevier},
abstract = {This paper studies the routing protocol “Lightweight On-demand Ad hoc Distance-vector Routing Protocol – Next Generation (LOADng)”, designed to enable efficient, scalable and secure routing in low power and lossy networks. As a reactive protocol, it does not maintain a routing table for all destinations in the network, but initiates a route discovery to a destination only when there is data to be sent to that destination to reduce routing overhead and memory consumption. Designed with a modular approach, LOADng can be extended with additional components for adapting the protocol to different topologies, traffic, and data-link layer characteristics. This paper studies several such additional components for extending LOADng: support for smart route requests and expanding ring search, an extension permitting maintaining collection trees, a fast rerouting extension. All those extensions are examined from the aspects of specification, interoperability with other mechanisms, security vulnerabilities, performance and applicability. A general framework is also proposed to secure the routing protocol.},
keywords = {Ad-Hoc, LLN, LOADng},
pubstate = {published},
tppubtype = {article}
}
This paper studies the routing protocol “Lightweight On-demand Ad hoc Distance-vector Routing Protocol – Next Generation (LOADng)”, designed to enable efficient, scalable and secure routing in low power and lossy networks. As a reactive protocol, it does not maintain a routing table for all destinations in the network, but initiates a route discovery to a destination only when there is data to be sent to that destination to reduce routing overhead and memory consumption. Designed with a modular approach, LOADng can be extended with additional components for adapting the protocol to different topologies, traffic, and data-link layer characteristics. This paper studies several such additional components for extending LOADng: support for smart route requests and expanding ring search, an extension permitting maintaining collection trees, a fast rerouting extension. All those extensions are examined from the aspects of specification, interoperability with other mechanisms, security vulnerabilities, performance and applicability. A general framework is also proposed to secure the routing protocol.
Desmouceaux, Yoann; Pfister, Pierre; Tollet, Jerome; Townsley, W. Mark; Clausen, Thomas
SRLB: The Power of Choices in Load Balancing with Segment Routing Proceedings Article
In: In Proceedings of the 37th IEEE International Conference on Distributed Computing Systems (ICDCS), 2017.
Abstract | Links | BibTeX | Tags: Chaire Cisco, dc-optimization, Infrastructure for Big Data, load balancing, segment routing
@inproceedings{Desmouceaux2017b,
title = {SRLB: The Power of Choices in Load Balancing with Segment Routing},
author = {Yoann Desmouceaux and Pierre Pfister and Jerome Tollet and W. Mark Townsley and Thomas Clausen},
url = {http://www.thomasclausen.net/wp-content/uploads/2017/05/camera-ready-ieeepdfexpress.pdf},
year = {2017},
date = {2017-06-05},
booktitle = {In Proceedings of the 37th IEEE International Conference on Distributed Computing Systems (ICDCS)},
abstract = {Network load-balancers generally either do not take application state into account, or do so at the cost of a central- ized monitoring system. This paper introduces a load-balancer running exclusively within the IP forwarding plane, i.e. in an application protocol agnostic fashion – yet which still provides application-awareness and makes real-time, decentralized deci- sions. To that end, IPv6 Segment Routing is used to direct data packets from a new flow through a chain of candidate servers, until one decides to accept the connection, based on its local state. This way, applications themselves naturally decide on how to share incoming connections, while incurring minimal network overhead, and no out-of-band signaling.
Tests on different workloads – including realistic workloads such as replaying actual Wikipedia access traffic towards a set of replica Wikipedia instances – show significant performance benefits, in terms of shorter response times, when compared to a traditional random load-balancer.},
keywords = {Chaire Cisco, dc-optimization, Infrastructure for Big Data, load balancing, segment routing},
pubstate = {published},
tppubtype = {inproceedings}
}
Network load-balancers generally either do not take application state into account, or do so at the cost of a central- ized monitoring system. This paper introduces a load-balancer running exclusively within the IP forwarding plane, i.e. in an application protocol agnostic fashion – yet which still provides application-awareness and makes real-time, decentralized deci- sions. To that end, IPv6 Segment Routing is used to direct data packets from a new flow through a chain of candidate servers, until one decides to accept the connection, based on its local state. This way, applications themselves naturally decide on how to share incoming connections, while incurring minimal network overhead, and no out-of-band signaling.
Tests on different workloads – including realistic workloads such as replaying actual Wikipedia access traffic towards a set of replica Wikipedia instances – show significant performance benefits, in terms of shorter response times, when compared to a traditional random load-balancer.
Tests on different workloads – including realistic workloads such as replaying actual Wikipedia access traffic towards a set of replica Wikipedia instances – show significant performance benefits, in terms of shorter response times, when compared to a traditional random load-balancer.
Clausen, Thomas; Herberg, Ulrich; Yi, Jiazi
RFC8116: Security Threats to the Optimized Link State Routing Protocol Version 2 (OLSRv2) Miscellaneous
RFC 8116, 2017.
Abstract | Links | BibTeX | Tags: Ad-Hoc, MANET, MESH, OLSR Security, OLSRv2, RFC, Security
@misc{rfc8116,
title = {RFC8116: Security Threats to the Optimized Link State Routing Protocol Version 2 (OLSRv2)},
author = {Thomas Clausen and Ulrich Herberg and Jiazi Yi},
url = {http://www.thomasclausen.net/wp-content/uploads/2017/05/rfc8116.pdf},
doi = {10.17487/rfc8116},
year = {2017},
date = {2017-01-01},
number = {8116},
publisher = {RFC Editor},
series = {Request for Comments},
abstract = {This document analyzes common security threats to the Optimized Link State Routing Protocol version 2 (OLSRv2) and describes their potential impacts on Mobile Ad Hoc Network (MANET) operations. It also analyzes which of these security vulnerabilities can be mitigated when using the mandatory-to-implement security mechanisms for OLSRv2 and how the vulnerabilities are mitigated.},
howpublished = {RFC 8116},
keywords = {Ad-Hoc, MANET, MESH, OLSR Security, OLSRv2, RFC, Security},
pubstate = {published},
tppubtype = {misc}
}
This document analyzes common security threats to the Optimized Link State Routing Protocol version 2 (OLSRv2) and describes their potential impacts on Mobile Ad Hoc Network (MANET) operations. It also analyzes which of these security vulnerabilities can be mitigated when using the mandatory-to-implement security mechanisms for OLSRv2 and how the vulnerabilities are mitigated.
Clausen, Thomas; Herberg, Ulrich; Yi, Jiazi
Security Threats to the Optimized Link State Routing Protocol Version 2 (OLSRv2) Miscellaneous
RFC 8116, 2017.
Abstract | Links | BibTeX | Tags:
@misc{RFC8116b,
title = {Security Threats to the Optimized Link State Routing Protocol Version 2 (OLSRv2)},
author = {Thomas Clausen and Ulrich Herberg and Jiazi Yi},
url = {https://rfc-editor.org/rfc/rfc8116.txt},
doi = {10.17487/RFC8116},
year = {2017},
date = {2017-01-01},
number = {8116},
publisher = {RFC Editor},
series = {Request for Comments},
abstract = {This document analyzes common security threats to the Optimized Link State Routing Protocol version 2 (OLSRv2) and describes their potential impacts on Mobile Ad Hoc Network (MANET) operations. It also analyzes which of these security vulnerabilities can be mitigated when using the mandatory-to-implement security mechanisms for OLSRv2 and how the vulnerabilities are mitigated.},
howpublished = {RFC 8116},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
This document analyzes common security threats to the Optimized Link State Routing Protocol version 2 (OLSRv2) and describes their potential impacts on Mobile Ad Hoc Network (MANET) operations. It also analyzes which of these security vulnerabilities can be mitigated when using the mandatory-to-implement security mechanisms for OLSRv2 and how the vulnerabilities are mitigated.
2016
Clausen, Thomas; Yi, Jiazi; Herberg, Ulrich
RFC7985: Security Threats to Simplified Multicast Forwarding (SMF) Miscellaneous
IETF - Informational RFC 7985, 2016, ISSN: 2070-1721.
Abstract | Links | BibTeX | Tags: MANET, MESH, RFC, Security, SMF, SMF Security
@misc{RFC7985,
title = {RFC7985: Security Threats to Simplified Multicast Forwarding (SMF)},
author = {Thomas Clausen and Jiazi Yi and Ulrich Herberg},
url = {http://www.thomasclausen.net/wp-content/uploads/2016/11/rfc7985.txt.pdf},
doi = {http://dx.doi.org/10.17487/RFC7985},
issn = {2070-1721},
year = {2016},
date = {2016-11-02},
abstract = {This document analyzes security threats to Simplified Multicast Forwarding (SMF), including vulnerabilities of duplicate packet detection and relay set selection mechanisms. This document is not intended to propose solutions to the threats described. In addition, this document updates RFC 7186 regarding threats to the relay set selection mechanisms using the Mobile Ad Hoc Network (MANET) Neighborhood Discovery Protocol (NHDP) (RFC 6130)},
howpublished = {IETF - Informational RFC 7985},
keywords = {MANET, MESH, RFC, Security, SMF, SMF Security},
pubstate = {published},
tppubtype = {misc}
}
This document analyzes security threats to Simplified Multicast Forwarding (SMF), including vulnerabilities of duplicate packet detection and relay set selection mechanisms. This document is not intended to propose solutions to the threats described. In addition, this document updates RFC 7186 regarding threats to the relay set selection mechanisms using the Mobile Ad Hoc Network (MANET) Neighborhood Discovery Protocol (NHDP) (RFC 6130)
Augustin, Aloys; Yi, Jiazi; Clausen, Thomas; Townsley, Mark
A Study of LoRa: Long Range & Low Power Networks for the Internet of Things Journal Article
In: MDPI Sensors, vol. 16, no. 9, pp. 1466, 2016, ISSN: 1424-8220, ((5 yr Impact Factor: 2.437)).
Abstract | Links | BibTeX | Tags: Chaire Cisco, IoT, LLN, LoRA, LPWAN, Sensor Networks
@article{Augustin2016,
title = {A Study of LoRa: Long Range & Low Power Networks for the Internet of Things},
author = {Aloys Augustin and Jiazi Yi and Thomas Clausen and Mark Townsley},
url = {http://www.thomasclausen.net/2016-a-study-of-lora-long-range-low-power-networks-for-the-internet-of-things/},
doi = {10.3390/s16091466},
issn = {1424-8220},
year = {2016},
date = {2016-09-09},
journal = {MDPI Sensors},
volume = {16},
number = {9},
pages = {1466},
abstract = {LoRa is a long-range, low-power, low-bitrate, wireless telecommunications system, promoted as an infrastructure solution for the Internet of Things: end-devices use LoRa across a single wireless hop to communicate to gateway(s), connected to the Internet and which act as transparent bridges and relay messages between these end-devices and a central network server. This paper provides an overview of LoRa and an in-depth analysis of its functional components. The physical and data link layer performance is evaluated by field tests and simulations. Based on the analysis and evaluations, some possible solutions for performance enhancements are proposed.},
note = {(5 yr Impact Factor: 2.437)},
keywords = {Chaire Cisco, IoT, LLN, LoRA, LPWAN, Sensor Networks},
pubstate = {published},
tppubtype = {article}
}
LoRa is a long-range, low-power, low-bitrate, wireless telecommunications system, promoted as an infrastructure solution for the Internet of Things: end-devices use LoRa across a single wireless hop to communicate to gateway(s), connected to the Internet and which act as transparent bridges and relay messages between these end-devices and a central network server. This paper provides an overview of LoRa and an in-depth analysis of its functional components. The physical and data link layer performance is evaluated by field tests and simulations. Based on the analysis and evaluations, some possible solutions for performance enhancements are proposed.
Herberg, Ulrich; Cole, Robert G.; Chakeres, Ian; Clausen, Thomas
RFC7939: Definition of Managed Objects for the Neighborhood Discovery Protocol Miscellaneous
IETF - Proposed Standard RFC 7939, 2016, ISSN: 2070-1721.
Abstract | Links | BibTeX | Tags: Ad-Hoc, MANET, MESH, MIB, Network Management, NHDP, OLSRv2, RFC
@misc{RFC7939,
title = {RFC7939: Definition of Managed Objects for the Neighborhood Discovery Protocol},
author = {Ulrich Herberg and Robert G. Cole and Ian Chakeres and Thomas Clausen},
url = {http://www.thomasclausen.net/wp-content/uploads/2016/09/RFC7939.pdf},
doi = {10.17487/rfc7939},
issn = {2070-1721},
year = {2016},
date = {2016-01-01},
number = {7939},
publisher = {RFC Editor},
series = {Request for Comments},
abstract = {This document replaces RFC 6779; it contains revisions and extensions to the original document. It defines a portion of the Management Information Base (MIB) for use with network management protocols in the Internet community. In particular, it describes objects for configuring parameters of the Neighborhood Discovery Protocol (NHDP) process on a router. The extensions described in this document add objects and values to support the NHDP optimization specified in RFC 7466. The MIB module defined in this document, denoted NHDP-MIB, also reports state, performance information, and notifications about NHDP. This additional state and performance information is useful to troubleshoot problems and performance issues during neighbor discovery.},
howpublished = {IETF - Proposed Standard RFC 7939},
keywords = {Ad-Hoc, MANET, MESH, MIB, Network Management, NHDP, OLSRv2, RFC},
pubstate = {published},
tppubtype = {misc}
}
This document replaces RFC 6779; it contains revisions and extensions to the original document. It defines a portion of the Management Information Base (MIB) for use with network management protocols in the Internet community. In particular, it describes objects for configuring parameters of the Neighborhood Discovery Protocol (NHDP) process on a router. The extensions described in this document add objects and values to support the NHDP optimization specified in RFC 7466. The MIB module defined in this document, denoted NHDP-MIB, also reports state, performance information, and notifications about NHDP. This additional state and performance information is useful to troubleshoot problems and performance issues during neighbor discovery.
2015
Dearlove, Christopher; Clausen, Thomas
RFC7722: Multi-Topology Extension for the Optimized Link State Routing Protocol Version 2 (OLSRv2) Miscellaneous
IETF - Experimental RFC 7722, 2015, ISSN: 2070-1721, (http://tools.ietf.org/html/rfc7722).
Abstract | Links | BibTeX | Tags: Ad-Hoc, IETF, MANET, MESH, OLSRv2, RFC
@misc{RFC7722,
title = {RFC7722: Multi-Topology Extension for the Optimized Link State Routing Protocol Version 2 (OLSRv2)},
author = {Christopher Dearlove and Thomas Clausen},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/rfc7722.txt.pdf},
doi = {10.17487/RFC7722},
issn = {2070-1721},
year = {2015},
date = {2015-12-31},
abstract = {This specification describes an extension to the Optimized Link State Routing Protocol version 2 (OLSRv2) to support multiple routing topologies, while retaining interoperability with OLSRv2 routers that do not implement this extension. This specification updates RFCs 7188 and 7631 by modifying and extending TLV registries and descriptions.},
howpublished = {IETF - Experimental RFC 7722},
note = {http://tools.ietf.org/html/rfc7722},
keywords = {Ad-Hoc, IETF, MANET, MESH, OLSRv2, RFC},
pubstate = {published},
tppubtype = {misc}
}
This specification describes an extension to the Optimized Link State Routing Protocol version 2 (OLSRv2) to support multiple routing topologies, while retaining interoperability with OLSRv2 routers that do not implement this extension. This specification updates RFCs 7188 and 7631 by modifying and extending TLV registries and descriptions.
Clausen, Thomas; Dearlove, Christopher
RFC7631 – TLV Naming in the Mobile Ad Hoc Network (MANET) Generalized Packet/Message Format Miscellaneous
IETF - Proposed Standard RFC 7631, 2015, ISSN: 2070-1721, (http://tools.ietf.org/html/rfc7631).
Abstract | Links | BibTeX | Tags: Ad-Hoc, IETF, MANET, MESH, OLSRv2, RFC, Standard
@misc{RFC7631,
title = {RFC7631 – TLV Naming in the Mobile Ad Hoc Network (MANET) Generalized Packet/Message Format},
author = {Thomas Clausen and Christopher Dearlove},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/rfc7631.txt.pdf},
doi = {10.17487/RFC7631},
issn = {2070-1721},
year = {2015},
date = {2015-09-01},
abstract = {This document reorganizes the naming of already-allocated TLV (type-length-value) types and type extensions in the "Mobile Ad hoc NETwork (MANET) Parameters" registries defined by RFC 5444 to use names appropriately. It has no consequences in terms of any protocol implementation. This document also updates the Expert Review guidelines in RFC 5444, so as to establish a policy for consistent naming of future TLV type and type extension allocations. It makes no other changes to RFC 5444.},
howpublished = {IETF - Proposed Standard RFC 7631},
note = {http://tools.ietf.org/html/rfc7631},
keywords = {Ad-Hoc, IETF, MANET, MESH, OLSRv2, RFC, Standard},
pubstate = {published},
tppubtype = {misc}
}
This document reorganizes the naming of already-allocated TLV (type-length-value) types and type extensions in the "Mobile Ad hoc NETwork (MANET) Parameters" registries defined by RFC 5444 to use names appropriately. It has no consequences in terms of any protocol implementation. This document also updates the Expert Review guidelines in RFC 5444, so as to establish a policy for consistent naming of future TLV type and type extension allocations. It makes no other changes to RFC 5444.
Yi, Jiazi; Clausen, Thomas; Herberg, Ulrich
Depth-First Forwarding for Unreliable Networks: Extensions and Application Journal Article
In: IEEE Internet of Things Journal, vol. 2015, no. 06, 2015.
Abstract | Links | BibTeX | Tags: DFF, LLN, LOADng, MESH, Smart Grid, SOGRID
@article{Yi2015,
title = {Depth-First Forwarding for Unreliable Networks: Extensions and Application},
author = {Jiazi Yi and Thomas Clausen and Ulrich Herberg},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/2015-IEEE-Internet-of-Things-Journal-Depth-First-Forwarding-for-Unreliable-Networks-Extensions-and-Applications.pdf},
doi = {10.1109/JIOT.2015.2409892},
year = {2015},
date = {2015-05-25},
journal = {IEEE Internet of Things Journal},
volume = {2015},
number = {06},
abstract = {his paper introduces extensions and applications of depth-first forwarding (DFF)-a data forwarding mechanism for use in unreliable networks such as sensor networks and Mobile Ad hoc NETworks with limited computational power and storage, low-capacity channels, device mobility, etc. Routing protocols for these networks try to balance conflicting requirements of being reactive to topology and channel variation while also being frugal in resource requirements-but when the underlying topology changes, routing protocols require time to re converge, during which data delivery failure may occur. DFF was developed to alleviate this situation: it reacts rapidly to local data delivery failures and attempts to successfully deliver data while giving a routing protocol time to recover from such a failure. An extension of DFF, denoted as DFF++, is proposed in this paper, in order to optimize the performance of DFF by way of introducing a more efficient search ordering. This paper also studies the applicability of DFF to three major routing protocols for the Internet of Things (IoT), including the Lightweight On-demand Ad hoc Distance-vector Routing Protocol-Next Generation (LOADng), the optimized link state routing protocol version 2 (OLSRv2), and the IPv6 routing protocol for low-power and lossy networks (RPL), and presents the performance of these protocols, with and without DFF, in lossy and unreliable networks.},
keywords = {DFF, LLN, LOADng, MESH, Smart Grid, SOGRID},
pubstate = {published},
tppubtype = {article}
}
his paper introduces extensions and applications of depth-first forwarding (DFF)-a data forwarding mechanism for use in unreliable networks such as sensor networks and Mobile Ad hoc NETworks with limited computational power and storage, low-capacity channels, device mobility, etc. Routing protocols for these networks try to balance conflicting requirements of being reactive to topology and channel variation while also being frugal in resource requirements-but when the underlying topology changes, routing protocols require time to re converge, during which data delivery failure may occur. DFF was developed to alleviate this situation: it reacts rapidly to local data delivery failures and attempts to successfully deliver data while giving a routing protocol time to recover from such a failure. An extension of DFF, denoted as DFF++, is proposed in this paper, in order to optimize the performance of DFF by way of introducing a more efficient search ordering. This paper also studies the applicability of DFF to three major routing protocols for the Internet of Things (IoT), including the Lightweight On-demand Ad hoc Distance-vector Routing Protocol-Next Generation (LOADng), the optimized link state routing protocol version 2 (OLSRv2), and the IPv6 routing protocol for low-power and lossy networks (RPL), and presents the performance of these protocols, with and without DFF, in lossy and unreliable networks.
Dearlove, Christopher; Clausen, Thomas
RFC7466: An Optimization for the Mobile Ad Hoc Network (MANET) Neighborhood Discovery Protocol (NHDP) Miscellaneous
IETF - Proposed Standard RFC 7466, 2015, ISSN: 2070-1721, (http://tools.ietf.org/html/rfc7466).
Abstract | Links | BibTeX | Tags: Ad-Hoc, IETF, MANET, MESH, NHDP, OLSRv2, RFC, Standard
@misc{RFC7466,
title = {RFC7466: An Optimization for the Mobile Ad Hoc Network (MANET) Neighborhood Discovery Protocol (NHDP)},
author = {Christopher Dearlove and Thomas Clausen},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/rfc7466.pdf},
doi = {10.17487/RFC7466},
issn = {2070-1721},
year = {2015},
date = {2015-03-01},
abstract = {The link quality mechanism of the Mobile Ad Hoc Network (MANET) Neighborhood Discovery Protocol (NHDP) enables "ignoring" some 1-hop neighbors if the measured link quality from that 1-hop neighbor is below an acceptable threshold while still retaining the corresponding link information as acquired from the HELLO message exchange. This allows immediate reinstatement of the 1-hop neighbor if the link quality later improves sufficiently. NHDP also collects information about symmetric 2-hop neighbors. However, it specifies that if a link from a symmetric 1-hop neighbor ceases being symmetric, including while "ignored" (as described above), then corresponding symmetric 2-hop neighbors are removed. This may lead to symmetric 2-hop neighborhood information being permanently removed (until further HELLO messages are received) if the link quality of a symmetric 1-hop neighbor drops below the acceptable threshold, even if only for a moment. This specification updates RFC 6130 "Mobile Ad Hoc Network (MANET) Neighborhood Discovery Protocol (NHDP)" and RFC 7181 "The Optimized Link State Routing Protocol Version 2 (OLSRv2)" to permit, as an option, retaining, but ignoring, symmetric 2-hop information when the link quality from the corresponding 1-hop neighbor drops below the acceptable threshold. This allows immediate reinstatement of the symmetric 2-hop neighbor if the link quality later improves sufficiently, thus making the symmetric 2-hop neighborhood more "robust".},
howpublished = {IETF - Proposed Standard RFC 7466},
note = {http://tools.ietf.org/html/rfc7466},
keywords = {Ad-Hoc, IETF, MANET, MESH, NHDP, OLSRv2, RFC, Standard},
pubstate = {published},
tppubtype = {misc}
}
The link quality mechanism of the Mobile Ad Hoc Network (MANET) Neighborhood Discovery Protocol (NHDP) enables "ignoring" some 1-hop neighbors if the measured link quality from that 1-hop neighbor is below an acceptable threshold while still retaining the corresponding link information as acquired from the HELLO message exchange. This allows immediate reinstatement of the 1-hop neighbor if the link quality later improves sufficiently. NHDP also collects information about symmetric 2-hop neighbors. However, it specifies that if a link from a symmetric 1-hop neighbor ceases being symmetric, including while "ignored" (as described above), then corresponding symmetric 2-hop neighbors are removed. This may lead to symmetric 2-hop neighborhood information being permanently removed (until further HELLO messages are received) if the link quality of a symmetric 1-hop neighbor drops below the acceptable threshold, even if only for a moment. This specification updates RFC 6130 "Mobile Ad Hoc Network (MANET) Neighborhood Discovery Protocol (NHDP)" and RFC 7181 "The Optimized Link State Routing Protocol Version 2 (OLSRv2)" to permit, as an option, retaining, but ignoring, symmetric 2-hop information when the link quality from the corresponding 1-hop neighbor drops below the acceptable threshold. This allows immediate reinstatement of the symmetric 2-hop neighbor if the link quality later improves sufficiently, thus making the symmetric 2-hop neighborhood more "robust".
Dearlove, Christopher; Clausen, Thomas
Multi-Topology Extension for the Optimized Link State Routing Protocol Version 2 (OLSRv2) Miscellaneous
RFC 7722, 2015.
Abstract | Links | BibTeX | Tags:
@misc{RFC7722b,
title = {Multi-Topology Extension for the Optimized Link State Routing Protocol Version 2 (OLSRv2)},
author = {Christopher Dearlove and Thomas Clausen},
url = {https://rfc-editor.org/rfc/rfc7722.txt},
doi = {10.17487/RFC7722},
year = {2015},
date = {2015-01-01},
number = {7722},
publisher = {RFC Editor},
series = {Request for Comments},
abstract = {This specification describes an extension to the Optimized Link State Routing Protocol version 2 (OLSRv2) to support multiple routing topologies, while retaining interoperability with OLSRv2 routers that do not implement this extension.},
howpublished = {RFC 7722},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
This specification describes an extension to the Optimized Link State Routing Protocol version 2 (OLSRv2) to support multiple routing topologies, while retaining interoperability with OLSRv2 routers that do not implement this extension.
2014
Clausen, Thomas; Dearlove, Christopher; Jacquet, Philippe; Herberg, Ulrich
RFC7181: The Optimized Link State Routing Protocol Version 2 Miscellaneous
IETF - Proposed Standard RFC 7681, 2014, ISSN: 2070-1721, (http://tools.ietf.org/html/rfc7181).
Abstract | Links | BibTeX | Tags: IETF, MANET, MESH, OLSRv2, RFC, Standard
@misc{RFC7181,
title = {RFC7181: The Optimized Link State Routing Protocol Version 2},
author = {Thomas Clausen and Christopher Dearlove and Philippe Jacquet and Ulrich Herberg},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/rfc7181.pdf},
doi = {10.17487/RFC7181},
issn = {2070-1721},
year = {2014},
date = {2014-04-01},
abstract = {This specification describes version 2 of the Optimized Link State Routing Protocol (OLSRv2) for Mobile Ad Hoc Networks (MANETs).},
howpublished = {IETF - Proposed Standard RFC 7681},
note = {http://tools.ietf.org/html/rfc7181},
keywords = {IETF, MANET, MESH, OLSRv2, RFC, Standard},
pubstate = {published},
tppubtype = {misc}
}
This specification describes version 2 of the Optimized Link State Routing Protocol (OLSRv2) for Mobile Ad Hoc Networks (MANETs).
Herberg, Ulrich; Clausen, Thomas; Dearlove, Christopher
RFC7182: Integrity Check Value and Timestamp TLV Definitions for Mobile Ad Hoc Networks (MANETs) Miscellaneous
IETF - Proposed Standard RFC 7182, 2014, ISSN: 2070-1721, (http://tools.ietf.org/html/rfc7182).
Abstract | Links | BibTeX | Tags: Ad-Hoc, IETF, MANET, OLSRv2, RFC, Standard
@misc{RFC7182,
title = {RFC7182: Integrity Check Value and Timestamp TLV Definitions for Mobile Ad Hoc Networks (MANETs)},
author = {Ulrich Herberg and Thomas Clausen and Christopher Dearlove},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/rfc7182.pdf},
doi = {10.17487/RFC7182},
issn = {2070-1721},
year = {2014},
date = {2014-04-01},
abstract = {This document revises, extends, and replaces RFC 6622. It describes general and flexible TLVs for representing cryptographic Integrity Check Values (ICVs) and timestamps, using the generalized Mobile Ad Hoc Network (MANET) packet/message format defined in RFC 5444. It defines two Packet TLVs, two Message TLVs, and two Address Block TLVs for affixing ICVs and timestamps to a packet, a message, and one or more addresses, respectively.},
howpublished = {IETF - Proposed Standard RFC 7182},
note = {http://tools.ietf.org/html/rfc7182},
keywords = {Ad-Hoc, IETF, MANET, OLSRv2, RFC, Standard},
pubstate = {published},
tppubtype = {misc}
}
This document revises, extends, and replaces RFC 6622. It describes general and flexible TLVs for representing cryptographic Integrity Check Values (ICVs) and timestamps, using the generalized Mobile Ad Hoc Network (MANET) packet/message format defined in RFC 5444. It defines two Packet TLVs, two Message TLVs, and two Address Block TLVs for affixing ICVs and timestamps to a packet, a message, and one or more addresses, respectively.
Herberg, Ulrich; Dearlove, Christopher; Clausen, Thomas
IETF - Proposed Standard RFC 7183, 2014, ISSN: 2070-1721, (http://tools.ietf.org/html/rfc7183).
Abstract | Links | BibTeX | Tags: Ad-Hoc, IETF, MANET, NHDP, OLSR Security, OLSRv2, RFC, Security
@misc{RFC7183,
title = {RFC7183: Integrity Protection for the Neighborhood Discovery Protocol (NHDP) and Optimized Link State Routing Protocol Version 2 (OLSRv2)},
author = {Ulrich Herberg and Christopher Dearlove and Thomas Clausen},
url = {https://epizeuxis.net/site/wp-content/uploads/2015/12/rfc7183.pdf},
doi = {10.17487/RFC7183},
issn = {2070-1721},
year = {2014},
date = {2014-04-01},
abstract = {This document specifies integrity and replay protection for the Mobile Ad Hoc Network (MANET) Neighborhood Discovery Protocol (NHDP) and the Optimized Link State Routing Protocol version 2 (OLSRv2). This protection is achieved by using an HMAC-SHA-256 Integrity Check Value (ICV) TLV and a Timestamp TLV based on Portable Operating System Interface (POSIX) time. The mechanism in this specification can also be used for other protocols that use the generalized packet/message format described in RFC 5444. This document updates RFC 6130 and RFC 7181 by mandating the implementation of this integrity and replay protection in NHDP and OLSRv2.},
howpublished = {IETF - Proposed Standard RFC 7183},
note = {http://tools.ietf.org/html/rfc7183},
keywords = {Ad-Hoc, IETF, MANET, NHDP, OLSR Security, OLSRv2, RFC, Security},
pubstate = {published},
tppubtype = {misc}
}
This document specifies integrity and replay protection for the Mobile Ad Hoc Network (MANET) Neighborhood Discovery Protocol (NHDP) and the Optimized Link State Routing Protocol version 2 (OLSRv2). This protection is achieved by using an HMAC-SHA-256 Integrity Check Value (ICV) TLV and a Timestamp TLV based on Portable Operating System Interface (POSIX) time. The mechanism in this specification can also be used for other protocols that use the generalized packet/message format described in RFC 5444. This document updates RFC 6130 and RFC 7181 by mandating the implementation of this integrity and replay protection in NHDP and OLSRv2.
Herberg, Ulrich; Cole, Robert G.; Clausen, Thomas
RFC7184: Definition of Managed Objects for the Optimized Link State Routing Protocol Version 2 Miscellaneous
IETF - Proposed Standard RFC 7184, 2014, ISSN: 2070-1721, (http://tools.ietf.org/html/rfc7184).
Abstract | Links | BibTeX | Tags: Ad-Hoc, IETF, MANET, MESH, Network Management, OLSRv2, RFC, Standard
@misc{RFC7184,
title = {RFC7184: Definition of Managed Objects for the Optimized Link State Routing Protocol Version 2},
author = {Ulrich Herberg and Robert G. Cole and Thomas Clausen},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/rfc7184.pdf},
doi = {10.17487/RFC7184},
issn = {2070-1721},
year = {2014},
date = {2014-04-01},
abstract = {This document defines the Management Information Base (MIB) module for configuring and managing the Optimized Link State Routing Protocol version 2 (OLSRv2). The OLSRv2-MIB module is structured into configuration information, state information, performance information, and notifications. This additional state and performance information is useful for troubleshooting problems and performance issues of the routing protocol. Two levels of compliance allow this MIB module to be deployed on constrained routers.},
howpublished = {IETF - Proposed Standard RFC 7184},
note = {http://tools.ietf.org/html/rfc7184},
keywords = {Ad-Hoc, IETF, MANET, MESH, Network Management, OLSRv2, RFC, Standard},
pubstate = {published},
tppubtype = {misc}
}
This document defines the Management Information Base (MIB) module for configuring and managing the Optimized Link State Routing Protocol version 2 (OLSRv2). The OLSRv2-MIB module is structured into configuration information, state information, performance information, and notifications. This additional state and performance information is useful for troubleshooting problems and performance issues of the routing protocol. Two levels of compliance allow this MIB module to be deployed on constrained routers.
Dearlove, Christopher; Clausen, Thomas; Jacquet, Philippe
RFC7185: Rationale for the Use of Link Metrics in the Optimized Link State Routing Protocol Version 2 (OLSRv2) Miscellaneous
IETF - Informational RFC 7185, 2014, ISSN: 2070-1721, (http://tools.ietf.org/html/rfc7185).
Abstract | Links | BibTeX | Tags: IETF, MANET, MESH, Metrics, OLSRv2, RFC, Standard
@misc{RFC7185,
title = {RFC7185: Rationale for the Use of Link Metrics in the Optimized Link State Routing Protocol Version 2 (OLSRv2)},
author = {Christopher Dearlove and Thomas Clausen and Philippe Jacquet},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/rfc7185.pdf},
doi = {10.17487/RFC7185},
issn = {2070-1721},
year = {2014},
date = {2014-04-01},
abstract = {The Optimized Link State Routing Protocol version 2 (OLSRv2) includes the ability to assign metrics to links and to use those metrics to allow routing by other than minimum hop count routes. This document provides a historic record of the rationale for, and design considerations behind, how link metrics were included in OLSRv2.},
howpublished = {IETF - Informational RFC 7185},
note = {http://tools.ietf.org/html/rfc7185},
keywords = {IETF, MANET, MESH, Metrics, OLSRv2, RFC, Standard},
pubstate = {published},
tppubtype = {misc}
}
The Optimized Link State Routing Protocol version 2 (OLSRv2) includes the ability to assign metrics to links and to use those metrics to allow routing by other than minimum hop count routes. This document provides a historic record of the rationale for, and design considerations behind, how link metrics were included in OLSRv2.
Yi, Jiazi; Herberg, Ulrich; Clausen, Thomas
RFC7186: Security Threats for the Neighborhood Discovery Protocol (NHDP) Miscellaneous
IETF - Informational RFC 7186, 2014, ISSN: 2070-1721, (http://tools.ietf.org/html/rfc7186).
Abstract | Links | BibTeX | Tags: IETF, MESH, NHDP, OLSR Security, OLSRv2, RFC, Security, Standard
@misc{RFC7186,
title = {RFC7186: Security Threats for the Neighborhood Discovery Protocol (NHDP)},
author = {Jiazi Yi and Ulrich Herberg and Thomas Clausen},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/rfc7186.pdf},
doi = {10.17487/RFC7186},
issn = {2070-1721},
year = {2014},
date = {2014-04-01},
abstract = {This document analyzes common security threats of the Neighborhood Discovery Protocol (NHDP) and describes their potential impacts on Mobile Ad Hoc Network (MANET) routing protocols using NHDP. This document is not intended to propose solutions to the threats described.},
howpublished = {IETF - Informational RFC 7186},
note = {http://tools.ietf.org/html/rfc7186},
keywords = {IETF, MESH, NHDP, OLSR Security, OLSRv2, RFC, Security, Standard},
pubstate = {published},
tppubtype = {misc}
}
This document analyzes common security threats of the Neighborhood Discovery Protocol (NHDP) and describes their potential impacts on Mobile Ad Hoc Network (MANET) routing protocols using NHDP. This document is not intended to propose solutions to the threats described.
Dearlove, Christopher; Clausen, Thomas
RFC7187: Routing Multipoint Relay Optimization for the Optimized Link State Routing Protocol Version 2 (OLSRv2) Miscellaneous
IETF - Proposed Standard RFC 7187, 2014, ISSN: 2070-1721, (http://tools.ietf.org/html/rfc7187).
Abstract | Links | BibTeX | Tags: IETF, MANET, MESH, OLSRv2, RFC, Standard
@misc{RFC7187,
title = {RFC7187: Routing Multipoint Relay Optimization for the Optimized Link State Routing Protocol Version 2 (OLSRv2)},
author = {Christopher Dearlove and Thomas Clausen},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/rfc7187.pdf},
doi = {10.17487/RFC7187},
issn = {2070-1721},
year = {2014},
date = {2014-04-01},
abstract = {This specification updates the Optimized Link State Routing Protocol version 2 (OLSRv2) with an optimization to improve the selection of routing multipoint relays. The optimization retains full interoperability between implementations of OLSRv2 with and without this optimization.},
howpublished = {IETF - Proposed Standard RFC 7187},
note = {http://tools.ietf.org/html/rfc7187},
keywords = {IETF, MANET, MESH, OLSRv2, RFC, Standard},
pubstate = {published},
tppubtype = {misc}
}
This specification updates the Optimized Link State Routing Protocol version 2 (OLSRv2) with an optimization to improve the selection of routing multipoint relays. The optimization retains full interoperability between implementations of OLSRv2 with and without this optimization.
Dearlove, Christopher; Clausen, Thomas
IETF - Proposed Standard RFC 7188, 2014, ISSN: 2070-1721, (http://tools.ietf.org/html/rfc7188).
Abstract | Links | BibTeX | Tags: IETF, MANET, MESH, NHDP, OLSRv2, RFC, Standard
@misc{Clausen2014b,
title = {RFC7188: Optimized Link State Routing Protocol Version 2 (OLSRv2) and MANET Neighborhood Discovery Protocol (NHDP) Extension TLVs},
author = {Christopher Dearlove and Thomas Clausen},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/rfc7188.pdf},
doi = {10.17487/RFC7188},
issn = {2070-1721},
year = {2014},
date = {2014-04-01},
abstract = {This specification describes extensions to definitions of TLVs used by the Optimized Link State Routing Protocol version 2 (OLSRv2) and the MANET Neighborhood Discovery Protocol (NHDP) to increase their abilities to accommodate protocol extensions. This document updates RFC 7181 (OLSRv2) and RFC 6130 (NHDP).},
howpublished = {IETF - Proposed Standard RFC 7188},
note = {http://tools.ietf.org/html/rfc7188},
keywords = {IETF, MANET, MESH, NHDP, OLSRv2, RFC, Standard},
pubstate = {published},
tppubtype = {misc}
}
This specification describes extensions to definitions of TLVs used by the Optimized Link State Routing Protocol version 2 (OLSRv2) and the MANET Neighborhood Discovery Protocol (NHDP) to increase their abilities to accommodate protocol extensions. This document updates RFC 7181 (OLSRv2) and RFC 6130 (NHDP).
Yi, Jiazi; Clausen, Thomas
Collection Tree Extension of Reactive Routing Protocol for Low-Power and Lossy Networks Journal Article
In: Hindawi International Journal of Distributed Sensor Networks, vol. 2014, no. Article ID 352421, pp. 12, 2014.
Abstract | Links | BibTeX | Tags: LLN, LOADng, MESH, Smart Grid, SOGRID
@article{Yi2014,
title = {Collection Tree Extension of Reactive Routing Protocol for Low-Power and Lossy Networks},
author = {Jiazi Yi and Thomas Clausen},
editor = {Christos Verikoukis},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/2014-Hindawi-International-Journal-of-Distributed-Sensor-Networks-Collection-Tree-Extension-of-LOADng-Protocol-for-Low-power-and-Lossy-Networks.pdf},
doi = {doi:10.1155/2014/352421},
year = {2014},
date = {2014-03-25},
journal = {Hindawi International Journal of Distributed Sensor Networks},
volume = {2014},
number = {Article ID 352421},
pages = {12},
abstract = {This paper proposes an extension to reactive routing protocol, for efficient construction of a collection tree for data acquisition in sensor networks. The Lightweight On-Demand Ad hoc Distance Vector Routing Protocol-Next Generation (LOADng) is a reactive distance vector protocol which is intended for use in mobile ad hoc networks and low-power and lossy networks to build paths between source-destination pairs. In 2013, ITU-T has ratified the recommendation G.9903 Amendment 1, which includes LOADng in a specific normative annex for routing protocol in smart grids. The extension uses the mechanisms from LOADng, imposes minimal overhead and complexity, and enables a deployment to efficiently support “sensor-to-root” traffic, avoiding complications of unidirectional links in the collection tree. The protocol complexity, security, and interoperability are examined in detail. The simulation results show that the extension can effectively improve the efficiency of data acquisition in the network.},
keywords = {LLN, LOADng, MESH, Smart Grid, SOGRID},
pubstate = {published},
tppubtype = {article}
}
This paper proposes an extension to reactive routing protocol, for efficient construction of a collection tree for data acquisition in sensor networks. The Lightweight On-Demand Ad hoc Distance Vector Routing Protocol-Next Generation (LOADng) is a reactive distance vector protocol which is intended for use in mobile ad hoc networks and low-power and lossy networks to build paths between source-destination pairs. In 2013, ITU-T has ratified the recommendation G.9903 Amendment 1, which includes LOADng in a specific normative annex for routing protocol in smart grids. The extension uses the mechanisms from LOADng, imposes minimal overhead and complexity, and enables a deployment to efficiently support “sensor-to-root” traffic, avoiding complications of unidirectional links in the collection tree. The protocol complexity, security, and interoperability are examined in detail. The simulation results show that the extension can effectively improve the efficiency of data acquisition in the network.
Yi, Jiazi; Clausen, Thomas; Herberg, Ulrich
Depth First Forwarding for Low Power and Lossy Networks: Application and Extension Proceedings Article
In: Proceedings of IEEE World Forum on Internet of Things WF-IoT 2014, 2014.
Abstract | Links | BibTeX | Tags: Constrained Networks, Cross-Layer Design, DFF, LLN, LOADng, MESH, Sensor Networks, Smart Grid, SOGRID
@inproceedings{LIX-NET-conference-153,
title = {Depth First Forwarding for Low Power and Lossy Networks: Application and Extension},
author = {Jiazi Yi and Thomas Clausen and Ulrich Herberg},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/2014-IEEE-WF-IoT-Depth-First-Forwarding-for-Low-Power-and-Lossy-Networks-Application-and-Extension.pdf},
doi = {10.1109/WF-IoT.2014.6803211},
year = {2014},
date = {2014-03-01},
publisher = {Proceedings of IEEE World Forum on Internet of Things WF-IoT 2014},
abstract = {Data delivery across a multi-hop low-power and lossy networks (LLNs) is a challenging task: devices participating in such a network have strictly limited computational power and storage, and the communication channels are of low capacity, time-varying and with high loss rates. Consequently, routing protocols finding paths through such a network must be frugal in their control traffic and state requirements, as well as in algorithmic complexity – and even once paths have been found, these may be usable only intermittently, or for a very short time due to changes on the channel. Routing protocols exist for such networks, balancing reactivity to topology and channel variation with frugality in resource requirements. Complementary compo- nent to routing protocols for such LLNs exist, intended not to manage global topology, but to react rapidly to local data delivery failures and (attempt to) successfully deliver data while giving a routing protocol time to recover globally from such a failure. Specifically, this paper studies the “Depth-First Forwarding (DFF) in Unreliable Networks” protocol, standardised within the IETF in June 2013. Moreover, this paper proposes optimisations to that protocol, denoted DFF++, for improved performance and reactivity whilst remaining fully interoperable with DFF as standardised, and incurring neither additional data sets nor protocol signals to be generated.},
keywords = {Constrained Networks, Cross-Layer Design, DFF, LLN, LOADng, MESH, Sensor Networks, Smart Grid, SOGRID},
pubstate = {published},
tppubtype = {inproceedings}
}
Data delivery across a multi-hop low-power and lossy networks (LLNs) is a challenging task: devices participating in such a network have strictly limited computational power and storage, and the communication channels are of low capacity, time-varying and with high loss rates. Consequently, routing protocols finding paths through such a network must be frugal in their control traffic and state requirements, as well as in algorithmic complexity – and even once paths have been found, these may be usable only intermittently, or for a very short time due to changes on the channel. Routing protocols exist for such networks, balancing reactivity to topology and channel variation with frugality in resource requirements. Complementary compo- nent to routing protocols for such LLNs exist, intended not to manage global topology, but to react rapidly to local data delivery failures and (attempt to) successfully deliver data while giving a routing protocol time to recover globally from such a failure. Specifically, this paper studies the “Depth-First Forwarding (DFF) in Unreliable Networks” protocol, standardised within the IETF in June 2013. Moreover, this paper proposes optimisations to that protocol, denoted DFF++, for improved performance and reactivity whilst remaining fully interoperable with DFF as standardised, and incurring neither additional data sets nor protocol signals to be generated.
Clausen, Thomas; Yi, Jiazi
Path Accumulation Extensions for the LOADng Routing Protocol in Sensor Networks Proceedings Article
In: Hsu, RobertC. -H.; Wang, Shangguang (Ed.): Internet of Vehicles – Technologies and Services, pp. 150-159, Springer International Publishing, 2014, ISBN: 978-3-319-11166-7.
Abstract | Links | BibTeX | Tags: LLN, LOADng, Sensor Networks
@inproceedings{Clausen2014,
title = {Path Accumulation Extensions for the LOADng Routing Protocol in Sensor Networks},
author = {Thomas Clausen and Jiazi Yi},
editor = {RobertC.-H. Hsu and Shangguang Wang},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/2014-IoV-Path-Accumulation-Extensions-for-the-LOADng-Routing-Protocol-in-Sensor-Networks.pdf http://dx.doi.org/10.1007/978-3-319-11167-4_15},
doi = {10.1007/978-3-319-11167-4_15},
isbn = {978-3-319-11166-7},
year = {2014},
date = {2014-01-01},
booktitle = {Internet of Vehicles – Technologies and Services},
volume = {8662},
pages = {150-159},
publisher = {Springer International Publishing},
series = {Lecture Notes in Computer Science},
abstract = {The “Light-weight On-demand Ad-hoc Distance-vector Routing Protocol – Next Generation” (LOADng) is a simple, yet efficient and flexible routing protocol, specifically designed for use in lossy networks with constrained devices. A reactive protocol, LOADng – as a basic mode of operation – offers discovery and maintenance of hop-by-hop routes and imposes a state in intermediate routers proportional to the number of traffic paths served by that intermediate router. This paper offers an extension to LOADng, denoted LOADng-PA (Path Accumulation). LOADng-PA is designed with the motivation of requiring even less state in each intermediate router, and with that state being independent on the number of concurrent traffic flows carried. Another motivation the design of LOADng-PA is one of monitoring and managing networks: providing more detailed topological visibility of traffic paths through the network, for either traffic or network engineering purposes.},
keywords = {LLN, LOADng, Sensor Networks},
pubstate = {published},
tppubtype = {inproceedings}
}
The “Light-weight On-demand Ad-hoc Distance-vector Routing Protocol – Next Generation” (LOADng) is a simple, yet efficient and flexible routing protocol, specifically designed for use in lossy networks with constrained devices. A reactive protocol, LOADng – as a basic mode of operation – offers discovery and maintenance of hop-by-hop routes and imposes a state in intermediate routers proportional to the number of traffic paths served by that intermediate router. This paper offers an extension to LOADng, denoted LOADng-PA (Path Accumulation). LOADng-PA is designed with the motivation of requiring even less state in each intermediate router, and with that state being independent on the number of concurrent traffic flows carried. Another motivation the design of LOADng-PA is one of monitoring and managing networks: providing more detailed topological visibility of traffic paths through the network, for either traffic or network engineering purposes.
Cordero, Juan Antonio; Yi, Jiazi; Clausen, Thomas
An Adaptive Jitter Mechanism for Reactive Route Discovery in Sensor Networks Journal Article
In: Sensors, vol. 14, no. 8, pp. 14440, 2014, ISSN: 1424-8220, (http://www.mdpi.com/1424-8220/14/8/14440).
Abstract | Links | BibTeX | Tags: Jitter, LLN, LOADng, MESH, Sensor Networks, Smart Grid
@article{s140814440,
title = {An Adaptive Jitter Mechanism for Reactive Route Discovery in Sensor Networks},
author = {Juan Antonio Cordero and Jiazi Yi and Thomas Clausen},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/2014-MDPI-Sensors-An-Adaptive-Jitter-Mechanism-for-Reactive-Route-Discovery-in-Sensor-Networks.pdf},
doi = {10.3390/s140814440},
issn = {1424-8220},
year = {2014},
date = {2014-01-01},
journal = {Sensors},
volume = {14},
number = {8},
pages = {14440},
abstract = {This paper analyses the impact of jitter when applied to route discovery in reactive (on-demand) routing protocols. In multi-hop non-synchronized wireless networks, jitter—a small, random variation in the timing of message emission—is commonly employed, as a means to avoid collisions of simultaneous transmissions by adjacent routers over the same channel. In a reactive routing protocol for sensor and ad hoc networks, jitter is recommended during the route discovery process, specifically, during the network-wide flooding of route request messages, in order to avoid collisions. Commonly, a simple uniform jitter is recommended. Alas, this is not without drawbacks: when applying uniform jitter to the route discovery process, an effect called delay inversion is observed. This paper, first, studies and quantifies this delay inversion effect. Second, this paper proposes an adaptive jitter mechanism, designed to alleviate the delay inversion effect and thereby to reduce the route discovery overhead and (ultimately) allow the routing protocol to find more optimal paths, as compared to uniform jitter. This paper presents both analytical and simulation studies, showing that the proposed adaptive jitter can effectively decrease the cost of route discovery and increase the path quality.},
note = {http://www.mdpi.com/1424-8220/14/8/14440},
keywords = {Jitter, LLN, LOADng, MESH, Sensor Networks, Smart Grid},
pubstate = {published},
tppubtype = {article}
}
This paper analyses the impact of jitter when applied to route discovery in reactive (on-demand) routing protocols. In multi-hop non-synchronized wireless networks, jitter—a small, random variation in the timing of message emission—is commonly employed, as a means to avoid collisions of simultaneous transmissions by adjacent routers over the same channel. In a reactive routing protocol for sensor and ad hoc networks, jitter is recommended during the route discovery process, specifically, during the network-wide flooding of route request messages, in order to avoid collisions. Commonly, a simple uniform jitter is recommended. Alas, this is not without drawbacks: when applying uniform jitter to the route discovery process, an effect called delay inversion is observed. This paper, first, studies and quantifies this delay inversion effect. Second, this paper proposes an adaptive jitter mechanism, designed to alleviate the delay inversion effect and thereby to reduce the route discovery overhead and (ultimately) allow the routing protocol to find more optimal paths, as compared to uniform jitter. This paper presents both analytical and simulation studies, showing that the proposed adaptive jitter can effectively decrease the cost of route discovery and increase the path quality.
2013
Yi, Jiazi; Clausen, Thomas; Igarashi, Yuichi
Evaluation of Routing Protocol for Low Power and Lossy Networks: LOADng and RPL Proceedings Article
In: 2013 IEEE Conference on Wireless Sensors, 2013.
Abstract | Links | BibTeX | Tags: Constrained Networks, LLN, LOADng, Performance Evaluation, RPL, Sensor Networks, Smart Grid, SOGRID
@inproceedings{Clausen2013a,
title = {Evaluation of Routing Protocol for Low Power and Lossy Networks: LOADng and RPL},
author = {Jiazi Yi and Thomas Clausen and Yuichi Igarashi},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/2013-ICWiSE-Evaluation-of-Routing-Protocol-for-Low-Power-and-Lossy-Networks-LOADng-and-RPL.pdf},
doi = {10.1109/ICWISE.2013.6728773},
year = {2013},
date = {2013-12-01},
publisher = {2013 IEEE Conference on Wireless Sensors},
abstract = {Routing protocol is a critical component of Low- power and Lossy Networks for Smart Grid. The protocols are used for data forwarding, which includes data acquisition, information dissemination, etc. This paper evaluates two main routing protocols used for Low-power and Lossy Networks: RPL and LOADng, to understand their strengths and limitations. Observations are provided based on analysis of specification and experimental experience, regarding the protocol’s routing overhead, traffic pattern, resource requirement, fragmentation, etc. Simulations are further launched to study the performance in different traffic patterns, which include sensor-to-sensor traffic, sensor-to-root traffic and root-to-sensor bidirectional traffic. By evaluating those protocols, the readers could have better under- standing of the protocol applicability, and choose the appropriate protocol for desired applications.},
keywords = {Constrained Networks, LLN, LOADng, Performance Evaluation, RPL, Sensor Networks, Smart Grid, SOGRID},
pubstate = {published},
tppubtype = {inproceedings}
}
Routing protocol is a critical component of Low- power and Lossy Networks for Smart Grid. The protocols are used for data forwarding, which includes data acquisition, information dissemination, etc. This paper evaluates two main routing protocols used for Low-power and Lossy Networks: RPL and LOADng, to understand their strengths and limitations. Observations are provided based on analysis of specification and experimental experience, regarding the protocol’s routing overhead, traffic pattern, resource requirement, fragmentation, etc. Simulations are further launched to study the performance in different traffic patterns, which include sensor-to-sensor traffic, sensor-to-root traffic and root-to-sensor bidirectional traffic. By evaluating those protocols, the readers could have better under- standing of the protocol applicability, and choose the appropriate protocol for desired applications.
Clausen, Thomas; Yi, Jiazi; Bas, Antonin; Herberg, Ulrich
A Depth First Forwarding (DFF) Extension for the LOADng Routing Protocol Proceedings Article
In: ASON 2013 Sixth International Workshop on Autonomous Self-Organizing Networks, 2013.
Abstract | Links | BibTeX | Tags: Constrained Networks, Cross-Layer Design, DFF, LLN, LOADng, Sensor Networks, Smart Grid, SOGRID
@inproceedings{Clausen2013,
title = {A Depth First Forwarding (DFF) Extension for the LOADng Routing Protocol},
author = {Thomas Clausen and Jiazi Yi and Antonin Bas and Ulrich Herberg},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/2013-ASON-A-Depth-First-Forwarding-DFF-Extension-for-the-LOADng-Routing-Protocol.pdf},
doi = {10.1109/CANDAR.2013.72},
year = {2013},
date = {2013-12-01},
publisher = {ASON 2013 Sixth International Workshop on Autonomous Self-Organizing Networks},
abstract = {This paper explores the cooperation between the new standards for “Low Power and Lossy Networks” (LLNs): IETF RFC 6971, denoted “Depth-First Forwarding in Unreliable Networks” (DFF) and the ITU-T standardised routing protocol “LOADng” (Lightweight On-demand ad hoc Distance-vector Routing - next generation). DFF is a data-forwarding mechanism for increasing reliability of data delivery in networks with dynamic topology and lossy links, using a mechanism similar to a “depth-first search” for the destination of a packet. LOADng is a reactive on-demand routing protocol used in LLNs. The purpose of this study is to evaluate the benefit of using DFF conjointly with a routing protocol. To this end, the paper compares the performance of LOADng and LOADng+DFF using Ns2 simulations, showing a 20% end-to-end data delivery ratio increase at expense of expected longer path lengths.},
keywords = {Constrained Networks, Cross-Layer Design, DFF, LLN, LOADng, Sensor Networks, Smart Grid, SOGRID},
pubstate = {published},
tppubtype = {inproceedings}
}
This paper explores the cooperation between the new standards for “Low Power and Lossy Networks” (LLNs): IETF RFC 6971, denoted “Depth-First Forwarding in Unreliable Networks” (DFF) and the ITU-T standardised routing protocol “LOADng” (Lightweight On-demand ad hoc Distance-vector Routing - next generation). DFF is a data-forwarding mechanism for increasing reliability of data delivery in networks with dynamic topology and lossy links, using a mechanism similar to a “depth-first search” for the destination of a packet. LOADng is a reactive on-demand routing protocol used in LLNs. The purpose of this study is to evaluate the benefit of using DFF conjointly with a routing protocol. To this end, the paper compares the performance of LOADng and LOADng+DFF using Ns2 simulations, showing a 20% end-to-end data delivery ratio increase at expense of expected longer path lengths.
Clausen, Thomas; de Verdiere, Axel Colin; Yi, Jiazi
Performance analysis of Trickle as a flooding mechanism Proceedings Article
In: IEEE 15th International Conference on Communication Technology, 2013.
Abstract | Links | BibTeX | Tags: Constrained Networks, LLN, Performance Evaluation, RPL, Sensor Networks, Trickle
@inproceedings{Clausen2013b,
title = {Performance analysis of Trickle as a flooding mechanism},
author = {Thomas Clausen and Axel Colin de Verdiere and Jiazi Yi},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/2013-ICCT-Performance-analysis-of-Trickle-as-a-flooding-mechanism.pdf},
doi = {http://dx.doi.org/10.1109/ICCT.2013.6820439},
year = {2013},
date = {2013-11-01},
publisher = {IEEE 15th International Conference on Communication Technology},
abstract = {“The Trickle Algorithm” is conceived as an adaptive mechanism for allowing efficient and reliable information sharing among nodes, communicating across a lossy and shared medium. Its basic principle is, for each node, to monitor transmissions from its neighbours, compare what it receives with its cur- rent state, and schedule future transmissions accordingly: if an inconsistency of information is detected, or if few or no neighbours have transmitted consistent information “recently”, the next transmission is scheduled “soon” – and, in case consistent information from a sufficient number of neighbours is received, the next transmission is scheduled to be “later”. Developed originally as a means of distributing firmware updates among sensor devices, this algorithm has found use also for distribution of routing information in the routing protocol RPL, standardised within the IETF for maintaining a routing topology for low-power and lossy networks (LLNs). Its use is also proposed in a protocol for multicast in LLNs, denoted “Multicast Forwarding Using Trickle”. This paper studies the performance of the Trickle algorithm, as it is used in that multicast protocol.},
keywords = {Constrained Networks, LLN, Performance Evaluation, RPL, Sensor Networks, Trickle},
pubstate = {published},
tppubtype = {inproceedings}
}
“The Trickle Algorithm” is conceived as an adaptive mechanism for allowing efficient and reliable information sharing among nodes, communicating across a lossy and shared medium. Its basic principle is, for each node, to monitor transmissions from its neighbours, compare what it receives with its cur- rent state, and schedule future transmissions accordingly: if an inconsistency of information is detected, or if few or no neighbours have transmitted consistent information “recently”, the next transmission is scheduled “soon” – and, in case consistent information from a sufficient number of neighbours is received, the next transmission is scheduled to be “later”. Developed originally as a means of distributing firmware updates among sensor devices, this algorithm has found use also for distribution of routing information in the routing protocol RPL, standardised within the IETF for maintaining a routing topology for low-power and lossy networks (LLNs). Its use is also proposed in a protocol for multicast in LLNs, denoted “Multicast Forwarding Using Trickle”. This paper studies the performance of the Trickle algorithm, as it is used in that multicast protocol.
Yi, Jiazi; Cordero, Juan Antonio; Clausen, Thomas
Jitter Considerations in On-demand Route Discovery for Mobile Ad Hoc Networks Proceedings Article
In: The 16th International Conference on Network-Based Information Systems (NBiS-2013), 2013.
Abstract | Links | BibTeX | Tags: Ad-Hoc, Jitter, LOADng, MANET, MESH, Sensor Networks, Smart Grid, SOGRID
@inproceedings{Clausen2013g,
title = {Jitter Considerations in On-demand Route Discovery for Mobile Ad Hoc Networks},
author = {Jiazi Yi and Juan Antonio Cordero and Thomas Clausen},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/2013-NBIS-Jitter-Considerations-in-On-demand-Route-Discovery-for-Mobile-Ad-Hoc-Networks.pdf},
doi = {10.1109/NBiS.2013.28},
year = {2013},
date = {2013-09-01},
publisher = {The 16th International Conference on Network-Based Information Systems (NBiS-2013)},
abstract = {Jittering (a small, random variation in timing of control message emission) is widely used in protocols for wireless communication, in order to avoid simultaneous packet transmis- sions over the same channel by adjacent nodes in the network. Used for both regularly scheduled packets, for event-triggered packets, and for scheduled resets in the network, jittering is a particularly important mechanism when a network event may cause multiple adjacent nodes to react concurrently. Introduced in the proactive MANET routing protocol OLSR, the “LLN On-demand Ad hoc Distance-vector Routing Protocol - Next Generation” (LOADng), a derivative of AODV, is specified so as to also use jitter for flooding Route Request (RREQ) messages during route discovery. This use of jitter in RREQ flooding is, however, not without drawbacks, which are identified and addressed in this paper within the framework of a more general study of jitter mechanisms used for route discovery in reactive routing protocols. The paper studies the behavior of route discovery when using “naive” jitter (simply, delaying RREQ retransmission by a small uniformly distributed random delay), in order to identify and analyze the problems hereof, mostly related to route sub-optimality and excessive control traffic overhead. A Window Jitter mechanism is then proposed to address these issues – with the performance hereof, when compared to “naive” jitter being evaluated by way of modeling, theoretical analysis and experiments. The paper shows that the use of Window Jitter improves indeed the efficiency of route discovery in AODV and overcome the drawbacks identified for “naive” jitter.},
keywords = {Ad-Hoc, Jitter, LOADng, MANET, MESH, Sensor Networks, Smart Grid, SOGRID},
pubstate = {published},
tppubtype = {inproceedings}
}
Jittering (a small, random variation in timing of control message emission) is widely used in protocols for wireless communication, in order to avoid simultaneous packet transmis- sions over the same channel by adjacent nodes in the network. Used for both regularly scheduled packets, for event-triggered packets, and for scheduled resets in the network, jittering is a particularly important mechanism when a network event may cause multiple adjacent nodes to react concurrently. Introduced in the proactive MANET routing protocol OLSR, the “LLN On-demand Ad hoc Distance-vector Routing Protocol - Next Generation” (LOADng), a derivative of AODV, is specified so as to also use jitter for flooding Route Request (RREQ) messages during route discovery. This use of jitter in RREQ flooding is, however, not without drawbacks, which are identified and addressed in this paper within the framework of a more general study of jitter mechanisms used for route discovery in reactive routing protocols. The paper studies the behavior of route discovery when using “naive” jitter (simply, delaying RREQ retransmission by a small uniformly distributed random delay), in order to identify and analyze the problems hereof, mostly related to route sub-optimality and excessive control traffic overhead. A Window Jitter mechanism is then proposed to address these issues – with the performance hereof, when compared to “naive” jitter being evaluated by way of modeling, theoretical analysis and experiments. The paper shows that the use of Window Jitter improves indeed the efficiency of route discovery in AODV and overcome the drawbacks identified for “naive” jitter.
Cordero, Juan Antonio; Yi, Jiazi; Clausen, Thomas; Baccelli, Emmanuel
Enabling Multihop Communication in Spontaneous Wireless Networks Book Chapter
In: Haddadi, Hamed; Bonaventure, Olivier (Ed.): Recent Advances in Networking, Chapter 9, pp. 413-457, ACM SIGCOMM, 2013.
Links | BibTeX | Tags: Ad-Hoc, LLN, LOADng, MANET, MPR, OLSR, OSPF
@inbook{Cordero2013,
title = {Enabling Multihop Communication in Spontaneous Wireless Networks},
author = {Juan Antonio Cordero and Jiazi Yi and Thomas Clausen and Emmanuel Baccelli},
editor = {Hamed Haddadi and Olivier Bonaventure},
url = {http://sigcomm.org/education/ebook/SIGCOMMeBook2013v1_chapter9.pdf},
year = {2013},
date = {2013-08-01},
booktitle = {Recent Advances in Networking},
pages = {413-457},
publisher = {ACM SIGCOMM},
chapter = {9},
keywords = {Ad-Hoc, LLN, LOADng, MANET, MPR, OLSR, OSPF},
pubstate = {published},
tppubtype = {inbook}
}
Cordero, Juan Antonio; Yi, Jiazi; Clausen, Thomas
Optimization of jitter configuration for reactive route discovery in wireless mesh networks Proceedings Article
In: Modeling & Optimization in Mobile, Ad Hoc & Wireless Networks (WiOpt), 2013 11th International Symposium on, 2013, ISBN: 978-1-61284-824-2.
Abstract | Links | BibTeX | Tags: Ad-Hoc, Jitter, LLN, LOADng, MANET, MESH, Sensor Networks, Smart Grid
@inproceedings{Clausen2013c,
title = {Optimization of jitter configuration for reactive route discovery in wireless mesh networks},
author = {Juan Antonio Cordero and Jiazi Yi and Thomas Clausen},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/2013-WiOpt-Optimization-of-Jitter-Configuration-for-Reactive-Route-Discovery-in-Wireless-Mesh-Networks.pdf},
isbn = {978-1-61284-824-2},
year = {2013},
date = {2013-05-01},
publisher = {Modeling & Optimization in Mobile, Ad Hoc & Wireless Networks (WiOpt), 2013 11th International Symposium on},
abstract = {Jitter is a small, random variation of timing before message emission that is widely used in non-synchronized wireless communication. It is employed to avoid collisions caused by simultaneous transmissions by adjacent nodes over the same channel. In reactive (on-demand) routing protocols, such as AODV and LOADng, it is recommended to use jitter during the flooding of Route Request messages. This paper analyzes the cost of jitter mechanisms in route discovery of on-demand routing protocols, and examines the drawbacks of the standard and commonly used uniformly distributed jitter. The main studied drawback is denominated delay inversion effect. Two variations on the jitter mechanism --window jitter and adaptive jitter-- are proposed to address this effect, which take the presence and the quality of traversed links into consideration to determine the per-hop forwarding delay. These variations allow to effectively reduce the routing overhead, and increase the quality of the computed paths with respect to the standard uniform jitter mechanism. Simulations are also performed to compare the performance of different jitter settings in various network scenarios.},
keywords = {Ad-Hoc, Jitter, LLN, LOADng, MANET, MESH, Sensor Networks, Smart Grid},
pubstate = {published},
tppubtype = {inproceedings}
}
Jitter is a small, random variation of timing before message emission that is widely used in non-synchronized wireless communication. It is employed to avoid collisions caused by simultaneous transmissions by adjacent nodes over the same channel. In reactive (on-demand) routing protocols, such as AODV and LOADng, it is recommended to use jitter during the flooding of Route Request messages. This paper analyzes the cost of jitter mechanisms in route discovery of on-demand routing protocols, and examines the drawbacks of the standard and commonly used uniformly distributed jitter. The main studied drawback is denominated delay inversion effect. Two variations on the jitter mechanism --window jitter and adaptive jitter-- are proposed to address this effect, which take the presence and the quality of traversed links into consideration to determine the per-hop forwarding delay. These variations allow to effectively reduce the routing overhead, and increase the quality of the computed paths with respect to the standard uniform jitter mechanism. Simulations are also performed to compare the performance of different jitter settings in various network scenarios.
2012
Yi, Jiazi; Clausen, Thomas; Bas, Antonin
Smart Route Request for On-demand Route Discovery in Constrained Environments Proceedings Article
In: 2012 IEEE International Conference on Wireless Information Technology and Systems, 2012.
Abstract | Links | BibTeX | Tags: Constrained Networks, LLN, LOADng, Sensor Networks
@inproceedings{Clause2012f,
title = {Smart Route Request for On-demand Route Discovery in Constrained Environments},
author = {Jiazi Yi and Thomas Clausen and Antonin Bas},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/2012-IEEE-ICWITS-Smart-Route-Request-for-On-demand-Route-Discovery-in-Constrained-Environments.pdf},
doi = {10.1109/ICWITS.2012.6417755},
year = {2012},
date = {2012-11-01},
publisher = {2012 IEEE International Conference on Wireless Information Technology and Systems},
abstract = {A derivative of AODV , denoted LOADng, is proposed for use in very constrained environment, sacrificing a number of features from AODV for the benefit of smaller control messages and simpler processing logic. Among these sacrifices is intermediate route replies. This paper presents an alternative to intermediate router replies, denoted Smart Route Request, which provides an optimization similar to that attainable by intermediate route requests, but without imposing additional processing complexity or additional signaling. A performance study is presented, showing that the use of Smart Route Requests can effectively reduce the control traffic overhead from Route Requests, while retaining the simplicity of LOADng. LOADng with Smart Route Requests effectively reduces control traffic overhead and on-link traffic collisions, and this especially for multipoint-to-point traffic.},
keywords = {Constrained Networks, LLN, LOADng, Sensor Networks},
pubstate = {published},
tppubtype = {inproceedings}
}
A derivative of AODV , denoted LOADng, is proposed for use in very constrained environment, sacrificing a number of features from AODV for the benefit of smaller control messages and simpler processing logic. Among these sacrifices is intermediate route replies. This paper presents an alternative to intermediate router replies, denoted Smart Route Request, which provides an optimization similar to that attainable by intermediate route requests, but without imposing additional processing complexity or additional signaling. A performance study is presented, showing that the use of Smart Route Requests can effectively reduce the control traffic overhead from Route Requests, while retaining the simplicity of LOADng. LOADng with Smart Route Requests effectively reduces control traffic overhead and on-link traffic collisions, and this especially for multipoint-to-point traffic.
Bas, Antonin; Yi, Jiazi; Clausen, Thomas
Expanding Ring Search for Route Discovery in LOADng Routing Protocol Proceedings Article
In: The 1st International Workshop on Smart Technologies for Energy, Information and Communication, 2012.
Abstract | Links | BibTeX | Tags: Constrained Networks, LLN, LOADng, Sensor Networks
@inproceedings{Bas2012,
title = {Expanding Ring Search for Route Discovery in LOADng Routing Protocol},
author = {Antonin Bas and Jiazi Yi and Thomas Clausen},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/2012-STEIC-Expanding-Ring-Search-for-Route-Discovery-in-LOADng-Routing-Protocol.pdf},
year = {2012},
date = {2012-10-01},
publisher = {The 1st International Workshop on Smart Technologies for Energy, Information and Communication},
abstract = {LOADng is an on-demand routing protocol, derived from AODV, simplified for use in lossy, low-power and constrained environments, where the ability for devices to communicate is a commodity to their primary function, and where therefore not only the communications channel offers limited capacity, but also the resources available to the device’s communica- tions subsystem are limted. LOADng simplifies AODV in a number of ways, notably the route discovery process by removing intermediate/gratuitous Route Replies – sacrificing that functionality in order to attain smaller control messages and less router state and processing. Alas, this comes at an expense: in some situations, LOADng produces increased control traffic overhead (as com- pared to AODV), and more control messages transmissions means tapping into the device’s limited resources. This paper presents a simple mechanism by which to integrate Expanding Ring flooding into LOADng. The mechanism is described, and the result of simulation studies are presented, showing that both in scenarios with “point-to-point” (any-to-any) traffic and in scenarios with “multipoint-to-point” (all traffic sent to the same destination, as in a data acquisition sensor network) traffic, considerable savings in control traffic overhead can be achieved – without loss in data delivery ratios.},
keywords = {Constrained Networks, LLN, LOADng, Sensor Networks},
pubstate = {published},
tppubtype = {inproceedings}
}
LOADng is an on-demand routing protocol, derived from AODV, simplified for use in lossy, low-power and constrained environments, where the ability for devices to communicate is a commodity to their primary function, and where therefore not only the communications channel offers limited capacity, but also the resources available to the device’s communica- tions subsystem are limted. LOADng simplifies AODV in a number of ways, notably the route discovery process by removing intermediate/gratuitous Route Replies – sacrificing that functionality in order to attain smaller control messages and less router state and processing. Alas, this comes at an expense: in some situations, LOADng produces increased control traffic overhead (as com- pared to AODV), and more control messages transmissions means tapping into the device’s limited resources. This paper presents a simple mechanism by which to integrate Expanding Ring flooding into LOADng. The mechanism is described, and the result of simulation studies are presented, showing that both in scenarios with “point-to-point” (any-to-any) traffic and in scenarios with “multipoint-to-point” (all traffic sent to the same destination, as in a data acquisition sensor network) traffic, considerable savings in control traffic overhead can be achieved – without loss in data delivery ratios.
Yi, Jiazi; Clausen, Thomas; de Verdiere, Axel Colin
Efficient Data Acquisition in Sensor Networks:Introducing (the) LOADng Collection Tree Protocol Proceedings Article
In: IEEE WiCom 2012, The 8th IEEE International Conference on Wireless Communications, Networking and Mobile Computing., 2012.
Abstract | Links | BibTeX | Tags: Constrained Networks, LLN, LOADng, Sensor Networks
@inproceedings{Clausen2012,
title = {Efficient Data Acquisition in Sensor Networks:Introducing (the) LOADng Collection Tree Protocol},
author = {Jiazi Yi and Thomas Clausen and Axel Colin de Verdiere},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/2012-IEEE-WiCOM-Efficient-Data-Acquisition-in-Sensor-NetworksIntroducing-the-LOADng-Collection-Tree-Protocol.pdf},
doi = {10.1109/WiCOM.2012.6478508},
year = {2012},
date = {2012-09-01},
publisher = {IEEE WiCom 2012, The 8th IEEE International Conference on Wireless Communications, Networking and Mobile Computing.},
abstract = {This paper proposes an extension to the “LLN On-demand Ad hoc Distance-vector Routing Protocol - Next Generation” (LOADng), for efficient construction of a collection tree for data acquisition in sensor networks. The extension uses the mechanisms from LOADng, imposes minimal overhead and complexity, and enables a deployment to efficiently support both “point-to-point” and “multipoint-to-point” traffic, avoiding complications of uni-directional links in the collection tree. This paper further compares the performance of proposed pro-tocol extension to that of basic LOADng and to the protocol RPL (“IPv6 Routing Protocol for Low power and Lossy Networks”).},
keywords = {Constrained Networks, LLN, LOADng, Sensor Networks},
pubstate = {published},
tppubtype = {inproceedings}
}
This paper proposes an extension to the “LLN On-demand Ad hoc Distance-vector Routing Protocol - Next Generation” (LOADng), for efficient construction of a collection tree for data acquisition in sensor networks. The extension uses the mechanisms from LOADng, imposes minimal overhead and complexity, and enables a deployment to efficiently support both “point-to-point” and “multipoint-to-point” traffic, avoiding complications of uni-directional links in the collection tree. This paper further compares the performance of proposed pro-tocol extension to that of basic LOADng and to the protocol RPL (“IPv6 Routing Protocol for Low power and Lossy Networks”).
Yi, Jiazi; Clausen, Thomas
Vulnerability Analysis of Relay Set Selection Algorithms for the Simplified Multicast Forwarding (SMF) Protocol for Mobile Ad Hoc Networks Proceedings Article
In: The 15th International Conference on Network-Based Information Systems (NBiS-2012), 2012.
Abstract | Links | BibTeX | Tags: Ad-Hoc, MANET, MESH, Security, SMF, SMF Security
@inproceedings{Yi2012,
title = {Vulnerability Analysis of Relay Set Selection Algorithms for the Simplified Multicast Forwarding (SMF) Protocol for Mobile Ad Hoc Networks},
author = {Jiazi Yi and Thomas Clausen},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/2012-NBIS-Vulnerability-Analysis-of-Relay-Set-Selection-Algorithms-for-the-Simplified-Multicast-Forwarding-SMF-Protocol-for-Mobile-Ad-Hoc-Networks.pdf},
doi = {10.1109/NBiS.2012.48},
year = {2012},
date = {2012-09-01},
publisher = {The 15th International Conference on Network-Based Information Systems (NBiS-2012)},
abstract = {After more than a decade of research and stan-dardization, Mobile Ad Hoc NETworks (MANET) are finding their place in real-world deployments, such as in community, tactical and vehicular networks. Becoming so present in “the real world” also means that MANETs, and the protocols operating them, are affronted with a more hostile environment, where misconfiguration, eavesdropping, and attacks must be addressed. A first step in addressing MANET security is understanding the vulnerabilities of MANET protocols, and how an attacker can exploit these. This paper studies the Relay Set Selection (RSS) algorithms that are commonly used in multicast routing protocol for MANETs, and which are undergoing standardization as part of the Simplified Multicast Forwarding (SMF) protocol, developed within the Internet Engineering Task Force (IETF). Attack vectors for these different RSS algorithms are described, with the purpose of enabling future development of security solutions.},
keywords = {Ad-Hoc, MANET, MESH, Security, SMF, SMF Security},
pubstate = {published},
tppubtype = {inproceedings}
}
After more than a decade of research and stan-dardization, Mobile Ad Hoc NETworks (MANET) are finding their place in real-world deployments, such as in community, tactical and vehicular networks. Becoming so present in “the real world” also means that MANETs, and the protocols operating them, are affronted with a more hostile environment, where misconfiguration, eavesdropping, and attacks must be addressed. A first step in addressing MANET security is understanding the vulnerabilities of MANET protocols, and how an attacker can exploit these. This paper studies the Relay Set Selection (RSS) algorithms that are commonly used in multicast routing protocol for MANETs, and which are undergoing standardization as part of the Simplified Multicast Forwarding (SMF) protocol, developed within the Internet Engineering Task Force (IETF). Attack vectors for these different RSS algorithms are described, with the purpose of enabling future development of security solutions.
Clausen, Thomas; Yi, Jiazi; de Verdiere, Axel Colin
LOADng: Towards AODV Version 2 Proceedings Article
In: 2012 IEEE 76th Vehicular Technology Conference, 2012.
Abstract | Links | BibTeX | Tags: Constrained Networks, LLN, LOADng, MESH, Sensor Networks
@inproceedings{Clausen2012b,
title = {LOADng: Towards AODV Version 2},
author = {Thomas Clausen and Jiazi Yi and Axel Colin de Verdiere},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/2012-IEEE-VTC-LOADng-Towards-AODVv2.pdf},
doi = {10.1109/VTCFall.2012.6399334},
year = {2012},
date = {2012-09-01},
publisher = {2012 IEEE 76th Vehicular Technology Conference},
abstract = {The Ad hoc On-demand Distance-Vector routing protocol (AODV) was published in 2003 by the IETF, as ex- perimental RFC 3561. This routing protocol was one of four routing protocols, developed by the IETF for use in mobile ad hoc networks (MANETs) – with the other being DSR, TBRPF and OLSR. As operational experiences with these protocols accumulated, the IETF set forth on standardization of OLSRv2, a successor to OLSR, and DYMO – with DYMO being the intended successor to DSR and AODV. Alas, while there was traction for and standardization of OLSRv2, interest in, development, standardization, and use of DYMO in MANETs slowly withered. AODV did, however, attract interest for routing in Low-power Lossy Networks (LLNs) due to its limited state requirements. Since 2005, several proposals for simplifying and adapting AODV specifically for LLNs emerged, in 2011 and 2012 with the use of one such adaptation of AODV in the G3-PLC standard for power line communications in smart grids, and with efforts within the IETF emerging towards a single LOADng specification, as next version of AODV. This paper presents this development – from AODV, as specified in RFC3561 – to LOADng. While the basic operation remains unchanged, LOADng presents simplifications, and additional features and flexibilities are introduced. This paper studies the impact of these changes “from AODV to LOADng”, and observes that LOADng unites simplification, flexibility and performance improvements.},
keywords = {Constrained Networks, LLN, LOADng, MESH, Sensor Networks},
pubstate = {published},
tppubtype = {inproceedings}
}
The Ad hoc On-demand Distance-Vector routing protocol (AODV) was published in 2003 by the IETF, as ex- perimental RFC 3561. This routing protocol was one of four routing protocols, developed by the IETF for use in mobile ad hoc networks (MANETs) – with the other being DSR, TBRPF and OLSR. As operational experiences with these protocols accumulated, the IETF set forth on standardization of OLSRv2, a successor to OLSR, and DYMO – with DYMO being the intended successor to DSR and AODV. Alas, while there was traction for and standardization of OLSRv2, interest in, development, standardization, and use of DYMO in MANETs slowly withered. AODV did, however, attract interest for routing in Low-power Lossy Networks (LLNs) due to its limited state requirements. Since 2005, several proposals for simplifying and adapting AODV specifically for LLNs emerged, in 2011 and 2012 with the use of one such adaptation of AODV in the G3-PLC standard for power line communications in smart grids, and with efforts within the IETF emerging towards a single LOADng specification, as next version of AODV. This paper presents this development – from AODV, as specified in RFC3561 – to LOADng. While the basic operation remains unchanged, LOADng presents simplifications, and additional features and flexibilities are introduced. This paper studies the impact of these changes “from AODV to LOADng”, and observes that LOADng unites simplification, flexibility and performance improvements.
Clausen, Thomas; Herberg, Ulrich
RFC6622: Integrity Check Value and Timestamp TLV Definitions for Mobile Ad Hoc Networks (MANETs) Miscellaneous
2012, (http://tools.ietf.org/html/rfc6622).
Abstract | Links | BibTeX | Tags: Ad-Hoc, IETF, MANET, MESH, OLSR Security, OLSRv2, RFC, Security, Standard
@misc{Clausen2012b,
title = {RFC6622: Integrity Check Value and Timestamp TLV Definitions for Mobile Ad Hoc Networks (MANETs)},
author = {Thomas Clausen and Ulrich Herberg},
url = {http://www.thomasclausen.net/wp-content/uploads/2015/12/rfc6622.txt.pdf},
doi = {10.17487/RFC6622},
year = {2012},
date = {2012-05-01},
publisher = {IETF - Std. Track RFC 6622},
organization = {The Internet Engineering Task Force},
abstract = {This document describes general and flexible TLVs for representing cryptographic Integrity Check Values (ICVs) (i.e., digital signatures or Message Authentication Codes (MACs)) as well as timestamps, using the generalized Mobile Ad Hoc Network (MANET) packet/message format defined in RFC 5444. It defines two Packet TLVs, two Message TLVs, and two Address Block TLVs for affixing ICVs and timestamps to a packet, a message, and an address, respectively.},
note = {http://tools.ietf.org/html/rfc6622},
keywords = {Ad-Hoc, IETF, MANET, MESH, OLSR Security, OLSRv2, RFC, Security, Standard},
pubstate = {published},
tppubtype = {misc}
}
This document describes general and flexible TLVs for representing cryptographic Integrity Check Values (ICVs) (i.e., digital signatures or Message Authentication Codes (MACs)) as well as timestamps, using the generalized Mobile Ad Hoc Network (MANET) packet/message format defined in RFC 5444. It defines two Packet TLVs, two Message TLVs, and two Address Block TLVs for affixing ICVs and timestamps to a packet, a message, and an address, respectively.