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) ◽

10.1109/icassp40776.2020.9054040 ◽

2020 ◽

Author(s):

Penghao Sun ◽

Zehua Guo ◽

Sen Liu ◽

Julong Lan ◽

Yuxiang Hu

Keyword(s):

Reinforcement Learning ◽

Flow Control ◽

Data Center ◽

Data Center Networks ◽

Power Efficient ◽

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Joint data placement and flow control for cost-efficient data center networks

2015 6th International Conference on Information and Communication Systems (ICICS) ◽

10.1109/iacs.2015.7103188 ◽

2015 ◽

Author(s):

Abdallah Khreishah ◽

Jacob Chakareski ◽

Ammar Gharaibeh ◽

Issa Khalil ◽

Yaser Jararweh

Keyword(s):

Flow Control ◽

Data Center ◽

Data Placement ◽

Data Center Networks ◽

Efficient Data ◽

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Dynamic flow scheduling for power-efficient data center networks

2016 IEEE/ACM 24th International Symposium on Quality of Service (IWQoS) ◽

10.1109/iwqos.2016.7590399 ◽

2016 ◽

Author(s):

Zehua Guo ◽

Shufeng Hui ◽

Yang Xu ◽

H. Jonathan Chao

Keyword(s):

Data Center ◽

Data Center Networks ◽

Dynamic Flow ◽

Power Efficient ◽

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DeepRLB: A deep reinforcement learning‐based load balancing in data center networks

International Journal of Communication Systems ◽

10.1002/dac.4912 ◽

2021 ◽

Author(s):

Negar Rikhtegar ◽

Omid Bushehrian ◽

Manijeh Keshtgari

Keyword(s):

Reinforcement Learning ◽

Load Balancing ◽

Data Center ◽

Data Center Networks

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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) ◽

10.1364/acpc.2020.m4a.196 ◽

2020 ◽

Author(s):

Wen Yang ◽

Bingli Guo ◽

Yu Shang ◽

Shanguo Huang

Keyword(s):

Reinforcement Learning ◽

Network Topology ◽

Data Center ◽

Data Center Networks

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Energy-Efficient Data Center Networks

2018 IEEE 17th International Symposium on Network Computing and Applications (NCA) ◽

10.1109/nca.2018.8548323 ◽

2018 ◽

Author(s):

Juvencio Arnaldo Manjate ◽

Markus Hidell ◽

Peter Sjodin

Keyword(s):

Data Center ◽

Energy Efficient ◽

Data Center Networks ◽

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Energy-Efficient Data Center Networks Planning with Virtual Machine Placement and Traffic Configuration

2014 IEEE 6th International Conference on Cloud Computing Technology and Science ◽

10.1109/cloudcom.2014.135 ◽

2014 ◽

Author(s):

Ting Yang ◽

Young Choon Lee ◽

Albert Y. Zomaya

Keyword(s):

Virtual Machine ◽

Data Center ◽

Energy Efficient ◽

Virtual Machine Placement ◽

Data Center Networks ◽

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Enabling experiments for energy-efficient data center networks on OpenFlow-based platform

2012 Fourth International Conference on Communications and Electronics (ICCE) ◽

10.1109/cce.2012.6315905 ◽

2012 ◽

Author(s):

Nguyen Huu Thanh ◽

Pham Ngoc Nam ◽

Thu-Huong Truong ◽

Nguyen Tai Hung ◽

Luong Kim Doanh ◽

...

Keyword(s):

Data Center ◽

Energy Efficient ◽

Data Center Networks ◽

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OPSquare: towards Petabit/s Optical Data Center Networks based on Fast WDM Cross-Connect Switches and Optical Flow Control

Advanced Photonics 2017 (IPR, NOMA, Sensors, Networks, SPPCom, PS) ◽

10.1364/networks.2017.new1b.3 ◽

2017 ◽

Author(s):

Nicola Calabretta ◽

Fulong Yan ◽

Wang Miao

Keyword(s):

Flow Control ◽

Optical Flow ◽

Data Center ◽

Optical Data ◽

Data Center Networks ◽

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INTREPID: Developing Power Efficient Analog Coherent Interconnects to Transform Data Center Networks

Optical Fiber Communication Conference (OFC) 2019 ◽

10.1364/ofc.2019.m4d.9 ◽

2019 ◽

Author(s):

Clint L. Schow ◽

Katharine Schmidtke

Keyword(s):

Data Center ◽

Data Center Networks ◽

Power Efficient

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OPSquare: Towards petabit/s optical data center networks based on WDM cross-connect switches with flow control

2017 19th International Conference on Transparent Optical Networks (ICTON) ◽

10.1109/icton.2017.8024740 ◽

2017 ◽

Author(s):

Nicola Calabretta ◽

Fulong Yan ◽

Wang Miao

Keyword(s):

Flow Control ◽

Data Center ◽

Optical Data ◽

Data Center Networks ◽

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