E3 MC : improving energy efficiency via elastic multi-controller SDN in data center networks

Energy consumed by network constitutes a significant portion of the total power budget in modern data centers. Thus, it is critical to understand the energy consumption and improve the power efficiency of data center networks (DCNs). In doing so, one straightforward and effective way is to make the...

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Main Authors: Xie, Kun, Huang, Xiaohong, Hao, Shuai, Ma, Maode, Zhang, Pei, Hu, Dingyuan
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2018
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Online Access:https://hdl.handle.net/10356/89392
http://hdl.handle.net/10220/47045
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-893922020-03-07T14:02:38Z E3 MC : improving energy efficiency via elastic multi-controller SDN in data center networks Xie, Kun Huang, Xiaohong Hao, Shuai Ma, Maode Zhang, Pei Hu, Dingyuan School of Electrical and Electronic Engineering Data Center Network DRNTU::Engineering::Electrical and electronic engineering Energy Management Energy consumed by network constitutes a significant portion of the total power budget in modern data centers. Thus, it is critical to understand the energy consumption and improve the power efficiency of data center networks (DCNs). In doing so, one straightforward and effective way is to make the size of DCNs elastic along with traffic demands, i.e., turning off unnecessary network components to reduce the energy consumption. Today, software defined networking (SDN), as one of the most promising solutions for data center management, provides a paradigm to elastically control the resources of DCNs. However, to the best of our knowledge, the features of SDN have not been fully leveraged to improve the power saving, especially for large-scale multi-controller DCNs. To address this problem, we propose E 3 MC, a mechanism to improve DCN's energy efficiency via the elastic multi-controller SDN. In E 3 MC, the energy optimizations for both forwarding and control plane are considered by utilizing SDN's fine-grained routing and dynamic control mapping. In particular, the flow network theory and the bin-packing heuristic are used to deal with the forwarding plane and control plane, respectively. Our simulation results show that E 3 MC can achieve more efficient power management, especially in highly structured topologies such as Fat-Tree and BCube, by saving up to 50% of network energy, at an acceptable level of computation cost. Published version 2018-12-18T04:29:26Z 2019-12-06T17:24:29Z 2018-12-18T04:29:26Z 2019-12-06T17:24:29Z 2016 Journal Article Xie, K., Huang, X., Hao, S., Ma, M., Zhang, P., & Hu, D. (2016). E3 MC : improving energy efficiency via elastic multi-controller SDN in data center networks. IEEE Access, 4, 6780-6791. doi:10.1109/ACCESS.2016.2617871 https://hdl.handle.net/10356/89392 http://hdl.handle.net/10220/47045 10.1109/ACCESS.2016.2617871 en IEEE Access © 2016 IEEE. Translations and content mining are permitted for academic research only. Personal use is also permitted, but republication/redistribution requires IEEE permission. See http://www.ieee.org/publications_standards/publications/rights/index.html for more information. 12 p. application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic Data Center Network
DRNTU::Engineering::Electrical and electronic engineering
Energy Management
spellingShingle Data Center Network
DRNTU::Engineering::Electrical and electronic engineering
Energy Management
Xie, Kun
Huang, Xiaohong
Hao, Shuai
Ma, Maode
Zhang, Pei
Hu, Dingyuan
E3 MC : improving energy efficiency via elastic multi-controller SDN in data center networks
description Energy consumed by network constitutes a significant portion of the total power budget in modern data centers. Thus, it is critical to understand the energy consumption and improve the power efficiency of data center networks (DCNs). In doing so, one straightforward and effective way is to make the size of DCNs elastic along with traffic demands, i.e., turning off unnecessary network components to reduce the energy consumption. Today, software defined networking (SDN), as one of the most promising solutions for data center management, provides a paradigm to elastically control the resources of DCNs. However, to the best of our knowledge, the features of SDN have not been fully leveraged to improve the power saving, especially for large-scale multi-controller DCNs. To address this problem, we propose E 3 MC, a mechanism to improve DCN's energy efficiency via the elastic multi-controller SDN. In E 3 MC, the energy optimizations for both forwarding and control plane are considered by utilizing SDN's fine-grained routing and dynamic control mapping. In particular, the flow network theory and the bin-packing heuristic are used to deal with the forwarding plane and control plane, respectively. Our simulation results show that E 3 MC can achieve more efficient power management, especially in highly structured topologies such as Fat-Tree and BCube, by saving up to 50% of network energy, at an acceptable level of computation cost.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Xie, Kun
Huang, Xiaohong
Hao, Shuai
Ma, Maode
Zhang, Pei
Hu, Dingyuan
format Article
author Xie, Kun
Huang, Xiaohong
Hao, Shuai
Ma, Maode
Zhang, Pei
Hu, Dingyuan
author_sort Xie, Kun
title E3 MC : improving energy efficiency via elastic multi-controller SDN in data center networks
title_short E3 MC : improving energy efficiency via elastic multi-controller SDN in data center networks
title_full E3 MC : improving energy efficiency via elastic multi-controller SDN in data center networks
title_fullStr E3 MC : improving energy efficiency via elastic multi-controller SDN in data center networks
title_full_unstemmed E3 MC : improving energy efficiency via elastic multi-controller SDN in data center networks
title_sort e3 mc : improving energy efficiency via elastic multi-controller sdn in data center networks
publishDate 2018
url https://hdl.handle.net/10356/89392
http://hdl.handle.net/10220/47045
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