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ExCCC-DCN: A Highly Scalable, Cost-Effective and Energy-Efficient Data Center Structure | IEEE Journals & Magazine | IEEE Xplore

ExCCC-DCN: A Highly Scalable, Cost-Effective and Energy-Efficient Data Center Structure


Abstract:

Over the past decade, many data centers have been constructed around the world due to the explosive growth of data volume and type. The cost and energy consumption have b...Show More

Abstract:

Over the past decade, many data centers have been constructed around the world due to the explosive growth of data volume and type. The cost and energy consumption have become the most important challenges of building those data centers. Data centers today use commodity computers and switches instead of high-end servers and interconnections for cost-effectiveness. In this paper, we propose a new type of interconnection networks called Exchanged Cube-Connected Cycles (ExCCC). The ExCCC network is an extension of Exchanged Hypercube (EH) network by replacing each node with a cycle. The EHnetwork is based on link removal from a Hypercube network, which makes the EHnetwork more cost-effective as it scales up. After analyzing the topological properties of ExCCC, we employ commodity switches to construct a new class of data center network models, namely ExCCC-DCN, by leveraging the advantages of the ExCCC architecture. The analysis and experimental results demonstrate that the proposed ExCCC-DCN models significantly outperform four state-of-the-art data center network models in terms of the total cost, power consumption, scalability, and other static characteristics. It achieves the goals of low cost, low energy consumption, high network throughput, and high scalability simultaneously.
Published in: IEEE Transactions on Parallel and Distributed Systems ( Volume: 28, Issue: 4, 01 April 2017)
Page(s): 1046 - 1060
Date of Publication: 14 September 2016

ISSN Information:

Funding Agency:

Author image of Zhen Zhang
Department of Computer Science, Jinan University, Guangzhou, Guangdong, China
Zhen Zhang received the BS and MS degrees in computer science from Jilin University, China, in 1999 and 2003, and the PhD degree from the College of Computer Science and Engineering, South China University of Technology, China, in 2011. He became a lecturer and an associate professor, in 2003 and 2012, respectively, in the department of computer science at Jinan University. His research interests include graph theory,...Show More
Zhen Zhang received the BS and MS degrees in computer science from Jilin University, China, in 1999 and 2003, and the PhD degree from the College of Computer Science and Engineering, South China University of Technology, China, in 2011. He became a lecturer and an associate professor, in 2003 and 2012, respectively, in the department of computer science at Jinan University. His research interests include graph theory,...View more
Author image of Yuhui Deng
Department of Computer Science, Jinan University, Guangzhou, Guangdong, China
Yuhui Deng received the PhD degree in computer science from Huazhong University of Science and Technology, in 2004. He is a professor at the Computer Science Department of Jinan University. Before joining Jinan University, He worked at EMC Corporation as a senior research scientist from 2008 to 2009. He worked as a research officer at Cranfield University in the United Kingdom from 2005 to 2008. His research interests...Show More
Yuhui Deng received the PhD degree in computer science from Huazhong University of Science and Technology, in 2004. He is a professor at the Computer Science Department of Jinan University. Before joining Jinan University, He worked at EMC Corporation as a senior research scientist from 2008 to 2009. He worked as a research officer at Cranfield University in the United Kingdom from 2005 to 2008. His research interests...View more
Author image of Geyong Min
College of Engineering, Mathematics, and Physical Sciences, University of Exeter, Exeter, United Kingdom
Geyong Min received the BSc degree in computer science from Huazhong University of Science and Technology, China, in 1995, and the PhD degree in computing science from the University of Glasgow, United Kingdom, in 2003, and He is a professor of High Performance Computing and Networking in the Department of Mathematics and Computer Science within the College of Engineering, Mathematics and Physical Sciences at the Univ...Show More
Geyong Min received the BSc degree in computer science from Huazhong University of Science and Technology, China, in 1995, and the PhD degree in computing science from the University of Glasgow, United Kingdom, in 2003, and He is a professor of High Performance Computing and Networking in the Department of Mathematics and Computer Science within the College of Engineering, Mathematics and Physical Sciences at the Univ...View more
Author image of Junjie Xie
Department of Computer Science, Jinan University, Guangzhou, Guangdong, China
Junjie Xie received the BE degree in software engineering from Jinan University, Guangzhou, China, in 2013. He is currently a research student in the Department of Computer Science, Jinan University. His research interests include network interconnection, data center architecture, and cloud computing.
Junjie Xie received the BE degree in software engineering from Jinan University, Guangzhou, China, in 2013. He is currently a research student in the Department of Computer Science, Jinan University. His research interests include network interconnection, data center architecture, and cloud computing.View more
Author image of Shuqiang Huang
Network and Educational Technology Center, Jinan University, Guangzhou, Guangdong, China
Shuqiang Huang received the PhD degree from the College of Computer Science and Engineering, South China University of Technology, China, in 2009. He is currently an advanced engineer in the Educational Technology Center, Jinan University. His research interests include graph theory, parallel and distributed processing and wireless networks.
Shuqiang Huang received the PhD degree from the College of Computer Science and Engineering, South China University of Technology, China, in 2009. He is currently an advanced engineer in the Educational Technology Center, Jinan University. His research interests include graph theory, parallel and distributed processing and wireless networks.View more

Author image of Zhen Zhang
Department of Computer Science, Jinan University, Guangzhou, Guangdong, China
Zhen Zhang received the BS and MS degrees in computer science from Jilin University, China, in 1999 and 2003, and the PhD degree from the College of Computer Science and Engineering, South China University of Technology, China, in 2011. He became a lecturer and an associate professor, in 2003 and 2012, respectively, in the department of computer science at Jinan University. His research interests include graph theory, parallel and distributed processing and complex networks.
Zhen Zhang received the BS and MS degrees in computer science from Jilin University, China, in 1999 and 2003, and the PhD degree from the College of Computer Science and Engineering, South China University of Technology, China, in 2011. He became a lecturer and an associate professor, in 2003 and 2012, respectively, in the department of computer science at Jinan University. His research interests include graph theory, parallel and distributed processing and complex networks.View more
Author image of Yuhui Deng
Department of Computer Science, Jinan University, Guangzhou, Guangdong, China
Yuhui Deng received the PhD degree in computer science from Huazhong University of Science and Technology, in 2004. He is a professor at the Computer Science Department of Jinan University. Before joining Jinan University, He worked at EMC Corporation as a senior research scientist from 2008 to 2009. He worked as a research officer at Cranfield University in the United Kingdom from 2005 to 2008. His research interests include cover information storage, cloud computing, green computing, computer architecture, performance evaluation, etc.
Yuhui Deng received the PhD degree in computer science from Huazhong University of Science and Technology, in 2004. He is a professor at the Computer Science Department of Jinan University. Before joining Jinan University, He worked at EMC Corporation as a senior research scientist from 2008 to 2009. He worked as a research officer at Cranfield University in the United Kingdom from 2005 to 2008. His research interests include cover information storage, cloud computing, green computing, computer architecture, performance evaluation, etc.View more
Author image of Geyong Min
College of Engineering, Mathematics, and Physical Sciences, University of Exeter, Exeter, United Kingdom
Geyong Min received the BSc degree in computer science from Huazhong University of Science and Technology, China, in 1995, and the PhD degree in computing science from the University of Glasgow, United Kingdom, in 2003, and He is a professor of High Performance Computing and Networking in the Department of Mathematics and Computer Science within the College of Engineering, Mathematics and Physical Sciences at the University of Exeter, United Kingdom. His research interests include future internet, computer networks, wireless communications, multimedia systems, information security, high performance computing, ubiquitous computing, and modelling and performance engineering. He is a member of the IEEE.
Geyong Min received the BSc degree in computer science from Huazhong University of Science and Technology, China, in 1995, and the PhD degree in computing science from the University of Glasgow, United Kingdom, in 2003, and He is a professor of High Performance Computing and Networking in the Department of Mathematics and Computer Science within the College of Engineering, Mathematics and Physical Sciences at the University of Exeter, United Kingdom. His research interests include future internet, computer networks, wireless communications, multimedia systems, information security, high performance computing, ubiquitous computing, and modelling and performance engineering. He is a member of the IEEE.View more
Author image of Junjie Xie
Department of Computer Science, Jinan University, Guangzhou, Guangdong, China
Junjie Xie received the BE degree in software engineering from Jinan University, Guangzhou, China, in 2013. He is currently a research student in the Department of Computer Science, Jinan University. His research interests include network interconnection, data center architecture, and cloud computing.
Junjie Xie received the BE degree in software engineering from Jinan University, Guangzhou, China, in 2013. He is currently a research student in the Department of Computer Science, Jinan University. His research interests include network interconnection, data center architecture, and cloud computing.View more
Author image of Shuqiang Huang
Network and Educational Technology Center, Jinan University, Guangzhou, Guangdong, China
Shuqiang Huang received the PhD degree from the College of Computer Science and Engineering, South China University of Technology, China, in 2009. He is currently an advanced engineer in the Educational Technology Center, Jinan University. His research interests include graph theory, parallel and distributed processing and wireless networks.
Shuqiang Huang received the PhD degree from the College of Computer Science and Engineering, South China University of Technology, China, in 2009. He is currently an advanced engineer in the Educational Technology Center, Jinan University. His research interests include graph theory, parallel and distributed processing and wireless networks.View more
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