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2022

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

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 | Tags: Chaire Cisco, Infrastructure for Big Data, Machine Learning, Network Monitoring

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

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 | Tags: Chaire Cisco, Infrastructure for Big Data, Machine Learning, Network Management

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; Yoann Desmouceaux; Mark Townsley; Thomas Heide Clausen

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 | Tags: Chaire Cisco, Infrastructure for Big Data

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

Yoann Desmouceaux; Marcel Enguehard; Thomas Clausen

Joint Monitorless Load-Balancing and Autoscaling for Zero-Wait-Time in Data Centers Journal Article

In: IEEE Transactions on Network and Service Management, vol. 18, no. 1, pp. 672-686, 2021, ISSN: 1932-4537.

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

Mohammed Hawari; Thomas Clausen

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

2020

Mohammed Hawari; Juan Antonio Cordero; Thomas Clausen

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

2018

Yoann Desmouceaux; Mark Townsley; Thomas Clausen

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, Infrastructure for Big Data, segment routing

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; Sonia Toubaline; Thomas Clausen

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

Yoann Desmouceaux; Thomas Clausen; Juan Antonio Cordero; Mark Townsley

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., Chaire Cisco, Infrastructure for Big Data, Performance Evaluation, Reliable Content Distribution

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