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Shihan Xiao
Observed names:
ShiHan Xiao,
Xiao Shihan,
Xiao, Shihan
Institution:
Southwest University of Political Science & Law
Observed institutions:
Southwest University of Political Science & Law,
Huawei Technologies (China),
Stony Brook University,
Tsinghua University
ORCID:
0000-0001-9702-9130
Observed ORCID:
0000-0001-9702-9130
OpenAlex ID:
A5040041960
Machine Learning for Networking: Workflow, Advances and Opportunities
2017
·
Mowei Wang
, Yong Cui
, et al.
·
IEEE Network
·
477
PDF
Network Digital Twin: Context, Enabling Technologies, and Opportunities
2022
·
Paul Almasan
, Miquel Ferriol-Galmes
, et al.
·
IEEE Communications Magazine
·
285
PDF
RouteNet-Fermi: Network Modeling With Graph Neural Networks
2023
·
Miquel Ferriol-Galmés
, Jordi Paillisse
, et al.
·
IEEE/ACM Transactions on Networking
·
156
PDF
Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities
2022
·
José Suárez-Varela
, Paul Almasan
, et al.
·
IEEE Network
·
141
PDF
Building a Digital Twin for network optimization using Graph Neural Networks
2022
·
Miquel Ferriol-Galmés
, José Suárez-Varela
, et al.
·
Computer Networks
·
89
Is Machine Learning Ready for Traffic Engineering Optimization?
2021
·
Guillermo Bernardez
, Jose Suarez-Varela
, et al.
·
IEEE International Conference on Network Protocols (ICNP)
·
78
PDF
RouteNet-Erlang: A Graph Neural Network for Network Performance Evaluation
2022
·
Miquel Ferriol-Galmes
, Krzysztof Rusek
, et al.
·
IEEE Conference on Computer Communications (INFOCOM)
·
77
PDF
MAGNNETO: A Graph Neural Network-Based Multi-Agent System for Traffic Engineering
2023
·
Guillermo Bernárdez
, José Suárez-Varela
, et al.
·
IEEE Transactions on Cognitive Communications and Networking
·
70
PDF
Deep-Q
2018
·
Shihan Xiao
, Dongdong He
, et al.
·
ACM SIGCOMM Workshop on Network Meets AI & ML (NetAI)
·
65
Diamond: Nesting the Data Center Network With Wireless Rings in 3-D Space
2017
·
Yong Cui
, Shihan Xiao
, et al.
·
IEEE/ACM Transactions on Networking
·
58
ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning
2022
·
Paul Almasan
, Shihan Xiao
, et al.
·
Computer Networks
·
43
PDF
Neural Network Meets DCN
2018
·
Mowei Wang
, Yong Cui
, et al.
·
Proceedings of the ACM on Measurement and Analysis of Computing Systems
·
43
PDF
The graph neural networking challenge
2021
·
José Suárez-Varela
, Miquel Ferriol-Galmés
, et al.
·
ACM SIGCOMM Computer Communication Review
·
37
PDF
Data Centers as Software Defined Networks: Traffic Redundancy Elimination with Wireless Cards at Routers
2013
·
Yong Cui
, Shihan Xiao
, et al.
·
IEEE Journal on Selected Areas in Communications
·
35
Neural Network Meets DCN
2018
·
Mowei Wang
, Yong Cui
, et al.
·
ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS)
·
31
PDF
IGNNITION: Bridging the Gap between Graph Neural Networks and Networking Systems
2021
·
David Pujol-Perich
, Jose Suarez-Varela
, et al.
·
IEEE Network
·
29
PDF
Performance-Aware Energy Optimization on Mobile Devices in Cellular Network
2016
·
Yong Cui
, Shihan Xiao
, et al.
·
IEEE Transactions on Mobile Computing
·
28
Performance-aware energy optimization on mobile devices in cellular network
2014
·
Yong Cui
, Shihan Xiao
, et al.
·
IEEE Conference on Computer Communications (INFOCOM)
·
26
DeepBGP
2020
·
Mahmoud Bahnasy
, Fenglin Li
, et al.
·
18
Cost-Efficient Scheduling of Bulk Transfers in Inter-Datacenter WANs
2019
·
Zhenjie Yang
, Yong Cui
, et al.
·
IEEE/ACM Transactions on Networking
·
18
Neural Packet Routing
2020
·
Shihan Xiao
, Haiyan Mao
, et al.
·
17
Traffic-Aware Virtual Machine Migration in Topology-Adaptive DCN
2017
·
Yong Cui
, Zhenjie Yang
, et al.
·
IEEE/ACM Transactions on Networking
·
15
Traffic-aware virtual machine migration in topology-adaptive DCN
2016
·
Shihan Xiao
, Yong Cui
, et al.
·
IEEE International Conference on Network Protocols (ICNP)
·
14
Accelerating Deep Reinforcement Learning for Digital Twin Network Optimization with Evolutionary Strategies
2022
·
Carlos Guemes-Palau
, Paul Almasan
, et al.
·
IEEE/IFIP Network Operations and Management Symposium (NOMS)
·
13
PDF
FlowDT: A Flow-Aware Digital Twin for Computer Networks
2022
·
Miquel Ferriol-Galmes
, Xiangle Cheng
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
10
PDF
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Works count:
51
Citation count:
1,941
H-index:
18
I10-index:
25
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