Dynamic flow consolidation for energy savings in green DCNs

Chao Zhu , Yu Xiao , Yong Cui , Zhenjie Yang
international performance computing and communications conference 1 -8

3
2015
Method and system for generating network configurations using graph neural network

Mahmoud Mohamed Bahnasy , Fenglin Li , XIAO Shihan , Xiangle Cheng

2024
Packet Processing Method and Network Device

XIAO Shihan , Bo Wu , Haibo Wang , Xiaofei Xu

2024
Achieving Efficient Routing in Reconfigurable DCNs

Zhenjie Yang , Yong Cui , Shihan Xiao , Xin Wang
Proceedings of the ACM on Measurement and Analysis of Computing Systems 3 ( 3) 1 -30

2019
Data Centers as Software Defined Networks: Traffic Redundancy Elimination with Wireless Cards at Routers

Yong Cui , Shihan Xiao , Chunpeng Liao , Ivan Stojmenovic
IEEE Journal on Selected Areas in Communications 31 ( 12) 2658 -2672

29
2013
Deep-Q: Traffic-driven QoS Inference using Deep Generative Network

Shihan Xiao , Dongdong He , Zhibo Gong
acm special interest group on data communication 67 -73

14
2018
Traffic-Aware Virtual Machine Migration in Topology-Adaptive DCN

Yong Cui , Zhenjie Yang , Shihan Xiao , Xin Wang
IEEE ACM Transactions on Networking 25 ( 6) 3427 -3440

7
2017
Achieving Efficient Routing in Reconfigurable DCNs

Zhenjie Yang , Yong Cui , Shihan Xiao , Xin Wang
measurement and modeling of computer systems 3 ( 1) 43 -44

1
2020
Machine Learning for Networking: Workflow, Advances and Opportunities

Mowei Wang , Yong Cui , Xin Wang , Shihan Xiao
IEEE Network 32 ( 2) 92 -99

409
2018
GreenWay: Joint VM Placement and Topology Adaption for Green Data Center Networking

Shenghui Yan , Shihan Xiao , Yuchi Chen , Yong Cui
international conference on computer communications and networks 1 -9

2017
DC^2-MTCP: Light-Weight Coding for Efficient Multi-Path Transmission in Data Center Network

Jiyan Sun , Yan Zhang , Xin Wang , Shihan Xiao
international parallel and distributed processing symposium 419 -428

9
2017
Neural Network Meets DCN: Traffic-driven Topology Adaptation with Deep Learning

Mowei Wang , Yong Cui , Shihan Xiao , Xin Wang
measurement and modeling of computer systems 2 ( 2) 97 -99

51
2018
Traffic-aware virtual machine migration in topology-adaptive DCN

Shihan Xiao , Yong Cui , Xin Wang , Zhenjie Yang
international conference on network protocols 1 -10

10
2016
Neural Packet Routing

Shihan Xiao , Haiyan Mao , Bo Wu , Wenjie Liu
acm special interest group on data communication 28 -34

13
2020
DeepBGP: A Machine Learning Approach for BGP Configuration Synthesis

Mahmoud Bahnasy , Fenglin Li , Shihan Xiao , Xiangle Cheng
acm special interest group on data communication 48 -55

6
2020
MAGNNETO: A Graph Neural Network-Based Multi-Agent System for Traffic Engineering

Guillermo Bernárdez , José Suárez-Varela , Albert López , Xiang Shi
IEEE Transactions on Cognitive Communications and Networking 9 ( 2) 494 -506

2023
ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning

Paul Almasan , Shihan Xiao , Xiangle Cheng , Xiang Shi
Computer Networks 214 109166

5
2022
Enero: Efficient real-time routing optimization

Paul Almasan , Shihan Xiao , Xiangle Cheng , Xiang Shi
arXiv preprint arXiv:2109.10883

4
2021
Is machine learning ready for traffic engineering optimization?

Guillermo Bernárdez , José Suárez-Varela , Albert López , Bo Wu
Smpte Journal 1 -11

16
2021