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Intelligent Orchestration of High Performance, Scalable, and Correct Data Centres As a Network Service

Zhiyuan Yao
Networking and Internet Architecture [cs.NI]. Institut Polytechnique de Paris, 2023. English. ⟨NNT : 2023IPPAX019⟩
Thèse tel-04116293v2
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Multi-Agent Reinforcement Learning for Network Load Balancing in Data Center

Zhiyuan Yao , Zihan Ding , Thomas Clausen
31st ACM International Conference on Information and Knowledge Management (CIKM '22), Oct 2022, Atlanta, GA, United States. ⟨10.1145/3511808.3557133⟩
Communication dans un congrès hal-03753203v1
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Reinforced Workload Distribution Fairness

Zhiyuan Yao , Zihan Ding , Thomas Heide Clausen
5th Workshop on Machine Learning for Systems at 35th Conference on Neural Information Processing Systems (NeurIPS 2021), Dec 2021, Sydney, Australia
Communication dans un congrès hal-03405824v1
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Charon: Load-Aware Load-Balancing in P4

Carmine Rizzi , Zhiyuan Yao , Yoann Desmouceaux , Mark Townsley , Thomas Heide Clausen
1st Joint International Workshop on Network Programmability & Automation (NetPA) at 17th International Conference on Network and Service Management (CNSM 2021), Oct 2021, Izmir (virtual), Turkey. ⟨10.23919/CNSM52442.2021.9615535⟩
Communication dans un congrès hal-03405838v2
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HLB: Toward Load-Aware Load Balancing

Zhiyuan Yao , Yoann Desmouceaux , Juan-Antonio Cordero-Fuertes , Mark Townsley , Thomas Clausen
IEEE/ACM Transactions on Networking, 2022, pp.1-16. ⟨10.1109/TNET.2022.3177163⟩
Article dans une revue hal-03689859v1
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Towards Intelligent Load Balancing in Data Centers

Zhiyuan Yao , Yoann Desmouceaux , Mark Townsley , Thomas Heide Clausen
5th Workshop on Machine Learning for Systems at 35th Conference on Neural Information Processing Systems (NeurIPS 2021), Dec 2021, Sydney, Australia
Communication dans un congrès hal-03405812v1
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Aquarius - Enable Fast, Scalable, Data-Driven Service Management in the Cloud

Zhiyuan Yao , Yoann Desmouceaux , Juan-Antonio Cordero-Fuertes , Mark Townsley , Thomas Clausen
IEEE Transactions on Network and Service Management, 2022, pp.1-1. ⟨10.1109/TNSM.2022.3197130⟩
Article dans une revue hal-03751543v1
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Efficient Data-Driven Network Functions

Zhiyuan Yao , Yoann Desmouceaux , Juan Antonio Cordero Fuertes , Mark Townsley , Thomas Heide Clausen
30th International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2022), Oct 2022, Nice, France
Communication dans un congrès hal-03753202v1
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Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential Game

Zhiyuan Yao , Zihan Ding
36th Conference on Neural Information Processing Systems (NeurIPS 2022)., Nov 2022, New Orleans (LA), United States
Communication dans un congrès hal-04116297v1