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A Reinforcement Learning Based Data Storage and Traffic Management in Information-Centric Data Center Networks
Mobile Networks and Applications
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10.1007/s11036-020-01629-w
◽
2020
◽
Author(s):
Weihong Yang
◽
Yang Qin
◽
ZhaoZheng Yang
Keyword(s):
Reinforcement Learning
◽
Data Storage
◽
Data Center
◽
Traffic Management
◽
Data Center Networks
Download Full-text
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International Journal of Communication Systems
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10.1002/dac.4912
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2021
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Author(s):
Negar Rikhtegar
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Keyword(s):
Reinforcement Learning
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Reconfigurable Network Topology Based on Deep Reinforcement Learning in Software-Defined Data-Center Networks
Asia Communications and Photonics Conference/International Conference on Information Photonics and Optical Communications 2020 (ACP/IPOC)
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10.1364/acpc.2020.m4a.196
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2020
◽
Author(s):
Wen Yang
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Bingli Guo
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Yu Shang
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Shanguo Huang
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Reinforcement Learning
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QOS-Aware Flow Control for Power-Efficient Data Center Networks with Deep Reinforcement Learning
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
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Cited By ~ 1
Author(s):
Penghao Sun
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Zehua Guo
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Sen Liu
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Julong Lan
◽
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Keyword(s):
Reinforcement Learning
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Flow Control
◽
Data Center
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Data Center Networks
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Power Efficient
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Efficient Data
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Traffic Management for Distributed Machine Learning in RDMA-enabled Data Center Networks
ICC 2021 - IEEE International Conference on Communications
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10.1109/icc42927.2021.9500355
◽
2021
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Author(s):
Weihong Yang
◽
Yang Qin
◽
Zukai Jiang
◽
Xiaowen Chu
Keyword(s):
Machine Learning
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Data Center
◽
Traffic Management
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Data Center Networks
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Deep Learning-Based Data Storage for Low Latency in Data Center Networks
IEEE Access
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10.1109/access.2019.2901742
◽
2019
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Vol 7
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pp. 26411-26417
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Author(s):
Zhuofan Liao
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Ruiming Zhang
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Shiming He
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...
Keyword(s):
Deep Learning
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Data Storage
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Data Center
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DRL-R: Deep reinforcement learning approach for intelligent routing in software-defined data-center networks
Journal of Network and Computer Applications
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10.1016/j.jnca.2020.102865
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2020
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pp. 102865
Author(s):
Wai-xi Liu
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Jun Cai
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Qing Chun Chen
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Yu Wang
Keyword(s):
Reinforcement Learning
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Data Center
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Learning Approach
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Data Center Networks
◽
Intelligent Routing
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Mix-flow scheduling using deep reinforcement learning for software-defined data-center networks
Internet Technology Letters
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10.1002/itl2.99
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2019
◽
Vol 2
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pp. e99
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Cited By ~ 10
Author(s):
Wai-Xi Liu
◽
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Yu Wang
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Dong Tang
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Reinforcement Learning
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Data Center
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Self-driving Reconfiguration of Data Center Networks by Deep Reinforcement Learning and Silicon Photonic Flex-LION Switches
2020 IEEE Photonics Conference (IPC)
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10.1109/ipc47351.2020.9252244
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2020
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Author(s):
Roberto Proietti
◽
Xiaoliang Chen
◽
Yu Shang
◽
S.J. Ben Yoo
Keyword(s):
Reinforcement Learning
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Data Center Networks
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DRL-PLink: Deep Reinforcement Learning with Private Link Approach for Mix-Flow Scheduling in Software-Defined Data-Center Networks
IEEE Transactions on Network and Service Management
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10.1109/tnsm.2021.3128267
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2021
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pp. 1-1
Author(s):
Wai-xi Liu
◽
Jinjie Lu
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◽
Yinghao Zhu
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Sen Ling
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...
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Reinforcement Learning
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Data Center
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A Fast Q-Learning Based Data Storage Optimization for Low Latency in Data Center Networks
IEEE Access
◽
10.1109/access.2020.2994328
◽
2020
◽
Vol 8
◽
pp. 90630-90639
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Cited By ~ 5
Author(s):
Zhuofan Liao
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◽
Yuantao Chen
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Data Center
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Low Latency
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Q Learning
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Storage Optimization
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