A Survey on Data Center Networking (DCN): Infrastructure and Operations

被引:154
作者
Xia, Wenfeng [1 ]
Zhao, Peng [2 ,3 ]
Wen, Yonggang [1 ]
Xie, Haiyong [4 ,5 ]
机构
[1] Nanyang Technol Univ, Sch Comp Sci & Engn, Singapore, Singapore
[2] Nanyang Technol Univ, Sch Comp Engn, Singapore, Singapore
[3] Xi An Jiao Tong Univ, Dept Comp Sci & Technol, Xian 710049, Peoples R China
[4] China Acad Elect & Informat Technol, Innovat Ctr, Beijing 100041, Peoples R China
[5] Univ & Sci & Technol China, Hefei 230026, Peoples R China
基金
新加坡国家研究基金会;
关键词
Data center networking; DCN; network topology; ENERGY EFFICIENCY; OPTIMIZATION; PLACEMENT; SWITCHES; ETHERNET;
D O I
10.1109/COMST.2016.2626784
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Data centers (DCs), owing to the exponential growth of Internet services, have emerged as an irreplaceable and crucial infrastructure to power this ever-growing trend. A DC typically houses a large number of computing and storage nodes, interconnected by a specially designed network, namely, DC network (DCN). The DCN serves as a communication backbone and plays a pivotal role in optimizing DC operations. However, compared to the traditional network, the unique requirements in the DCN, for example, large scale, vast application diversity, high power density, and high reliability, pose significant challenges to its infrastructure and operations. We have observed from the premium publication venues (e.g., journals and system conferences) that increasing research efforts are being devoted to optimize the design and operations of the DCN. In this paper, we aim to present a systematic taxonomy and survey of recent research efforts on the DCN. Specifically, we propose to classify these research efforts into two areas: 1) DCN infrastructure and 2) DCN operations. For the former aspect, we review and compare the list of transmission technologies and network topologies used or proposed in the DCN infrastructure. For the latter aspect, we summarize the existing traffic control techniques in the DCN operations, and survey optimization methods to achieve diverse operational objectives, including high network utilization, fair bandwidth sharing, low service latency, low energy consumption, high resiliency, and etc., for efficient DC operations. We finally conclude this survey by envisioning a few open research opportunities in DCN infrastructure and operations.
引用
收藏
页码:640 / 656
页数:17
相关论文
共 130 条
[81]  
Kandula S, 2009, IMC'09: PROCEEDINGS OF THE 2009 ACM SIGCOMM INTERNET MEASUREMENT CONFERENCE, P202
[82]   Survey: Live Migration and Disaster Recovery over Long-Distance Networks [J].
Kokkinos, Panagiotis ;
Kalogeras, Dimitris ;
Levin, Anna ;
Varvarigos, Emmanouel .
ACM COMPUTING SURVEYS, 2016, 49 (02)
[83]  
Kumar Atesh, 2015, 2015 International Conference on Communication, Information & Computing Technology (ICCICT), P1, DOI 10.1109/ICCICT.2015.7045697
[84]   ESM: Efficient and Scalable Data Center Multicast Routing [J].
Li, Dan ;
Li, Yuanjie ;
Wu, Jianping ;
Su, Sen ;
Yu, Jiangwei .
IEEE-ACM TRANSACTIONS ON NETWORKING, 2012, 20 (03) :944-955
[85]   FiConn: Using Backup Port for Server Interconnection in Data Centers [J].
Li, Dan ;
Guo, Chuanxiong ;
Wu, Haitao ;
Tan, Kun ;
Zhang, Yongguang ;
Lu, Songwu .
IEEE INFOCOM 2009 - IEEE CONFERENCE ON COMPUTER COMMUNICATIONS, VOLS 1-5, 2009, :2276-2285
[86]   Free-space micromachined optical switches for optical networking [J].
Lin, LY ;
Goldstein, EL ;
Tkach, RW .
IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS, 1999, 5 (01) :4-9
[87]   zUpdate: Updating Data Center Networks with Zero Loss [J].
Liu, Hongqiang Harry ;
Wu, Xin ;
Zhang, Ming ;
Yuan, Lihua ;
Wattenhofer, Roger ;
Maltz, David A. .
ACM SIGCOMM COMPUTER COMMUNICATION REVIEW, 2013, 43 (04) :411-422
[88]  
Liu Y, 2013, SPRINGERBRIEF COMPUT, P1, DOI 10.1007/978-3-319-01949-9
[89]   Optical switching technology comparison: Optical mems vs. other technologies [J].
Ma, XH ;
Kuo, GS .
IEEE COMMUNICATIONS MAGAZINE, 2003, :S16-S23
[90]   On Energy Efficiency for Enterprise and Data Center Networks [J].
Mahadevan, Priya ;
Banerjee, Sujata ;
Sharma, Puneet ;
Shah, Amip ;
Ranganathan, Parthasarathy .
IEEE COMMUNICATIONS MAGAZINE, 2011, 49 (08) :94-100