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2022

Zhiyuan Yao; Zihan Ding; Thomas Heide Clausen

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 | Tags: Chaire Cisco, Infrastructure for Big Data, load balancing

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

HLB: Towards Load-Aware Load-Balancing Journal Article

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

Abstract | Links | BibTeX | Tags: Chaire Cisco, Infrastructure for Big Data, load balancing

2021

Zhiyuan Yao; Zihan Ding; Thomas Heide Clausen

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 | Tags: Chaire Cisco, Infrastructure for Big Data, load balancing

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

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 | Tags: Chaire Cisco, Infrastructure for Big Data, load balancing

2018

Benoit Pit--Claudel; Yoann Desmouceaux; Pierre Pfister; Mark Townsley; Thomas Clausen

Stateless Load-Aware Load Balancing in P4 Proceedings Article

In: 1st P4 European Workshop (P4EU), 2018.

Abstract | Links | BibTeX | Tags: Chaire Cisco, Infrastructure for Big Data, load balancing, NetFPGA, segment routing

Yoann Desmouceaux; Pierre Pfister; Jérôme Tollet; Mark Townsley; Thomas Clausen

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: load balancing, Scalability, segment routing

2017

Yoann Desmouceaux; Pierre Pfister; Jerome Tollet; Mark Townsley; Thomas Clausen

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