Zhiyuan Yao


Latest Posts Mentioning Zhiyuan

Spring is here — and, so is the PhD-defence of Zhiyuan Yao: May 17, at 10:00 at Ecole Polytechnique

All good things must come to an end … and so, after about 3 years of scientific collaborations, a global pandemic, and 10 or so scientific papers published or in the pipeline, my PhD student Zhiyuan Yao is preparing to…
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Posted in Cisco, Datacenter, PhD Defenses, PhD Thesis, PhDstudents, Polytechnique, Zhiyuan Yao | Leave a comment

Paper: CIKM’22 – Multi-Agent Reinforcement Learning for Network Load Balancing in Data Center

Intro Glad to announce that, together with my friend at Princeton University, I have pushed a paper on multi-agent reinforcement learning algorithms for load balancing problems to CIKM. Extending based on the paper “Reinforced Workload Distribution Fairness” which we have…
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Posted in Chaire Cisco, Conference, LoadBalancing, Zhiyuan Yao | Tagged , , , , | Leave a comment

Paper: Aquarius – Enable Fast, Scalable, Data-Driven Service Management in the Cloud

Intro   Extending based on the paper Efficient Data-Driven Network Functions which I will physically present in the 30th International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems in Nice, France, we have developed a platform…
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Zhiyuan’s Publications

2022

Yao, Zhiyuan; Desmouceaux, Yoann; Cordero, Juan Antonio; Townsley, Mark; Clausen, Thomas Heide

Aquarius-Enable Fast, Scalable, Data-Driven Service Management in the Cloud Journal Article

In: IEEE Transactions on Network and Service Management, 2022, ISSN: 1932-4537.

Abstract | Links | BibTeX

Yao, Zhiyuan; Ding, Zihan

Learning Distributed and Fair Policies for Network Load Balancing as Markov Potentia Game Proceedings Article

In: 36th Conference on Neural Information Processing Systems (NeurIPS 2022), 2022.

Abstract | Links | BibTeX

Yao, Zhiyuan; Desmouceaux, Yoann; Cordero, Juan Antonio; Townsley, Mark; Clausen, Thomas Heide

Efficient Data-Driven Network Functions Proceedings Article

In: 30th International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2022), 2022.

Abstract | Links | BibTeX

Yao, Zhiyuan; Ding, Zihan; Clausen, Thomas Heide

Multi-agent reinforcement learning for network load balancing in data center Proceedings Article

In: 31st ACM International Conference on Information and Knowledge Management (CIKM'22), 2022.

Abstract | Links | BibTeX

Yao, Zhiyuan; Desmouceaux, Yoann; Cordero, Juan Antonio; Clausen, Thomas Heide

HLB: Towards Load-Aware Load-Balancing Journal Article

In: IEEE/ACM Transactions on Networking, 2022, ISSN: 1558-2566.

Abstract | Links | BibTeX

2021

Yao, Zhiyuan; Ding, Zihan; Clausen, Thomas Heide

Reinforced Workload Distribution Fairness Proceedings Article

In: Machine Learning for Systems at 35th Conference on Neural Information Processing Systems (NeurIPS 2021), 2021.

Abstract | Links | BibTeX

Yao, Zhiyuan; Desmouceaux, Yoann; Townsley, Mark; Clausen, Thomas Heide

Towards Intelligent Load Balancing in Data Centers Proceedings Article

In: Machine Learning for Systems at 35th Conference on Neural Information Processing Systems (NeurIPS 2021), Dec 2021, Sydney, Australia, 2021.

Abstract | Links | BibTeX

Rizzi, Carmine; Yao, Zhiyuan; Desmouceaux, Yoann; Townsley, Mark; Clausen, Thomas Heide

Charon: Load-Aware Load-Balancing in P4 Proceedings Article

In: 1st Joint International Workshop on Network Programmability & Automation (NetPA) at 17th International Conference on Network and Service Management (CNSM 2021),, 2021.

Abstract | Links | BibTeX