A Comparative Study Of Data Center Network Architectures

Data Centers (DCs) are experiencing a tremendous growth in the number of hosted servers. Aggregate bandwidth requirement is a major bottleneck to data center performance. New Data Center Network (DCN) architectures are proposed to handle different challenges faced by current DCN architecture. In this paper we have implemented and simulated two promising DCN architectural models, namely switch-based and hybrid models, and compared their effectiveness by monitoring the network throughputs and average packet latencies. The presented analysis may be a background for the further studies on the simulation and implementation of the DCN customized topologies, and customized addressing protocols in the large-scale data centers.

[1]  Dario Rossi,et al.  A Survey of Green Networking Research , 2010, IEEE Communications Surveys & Tutorials.

[2]  Haitao Wu,et al.  BCube: a high performance, server-centric network architecture for modular data centers , 2009, SIGCOMM '09.

[3]  Sudipta Sengupta Cloud data center networks: technologies, trends, and challenges , 2011, PERV.

[4]  Athanasios V. Vasilakos,et al.  Survey on routing in data centers: insights and future directions , 2011, IEEE Network.

[5]  Evtim Peytchev,et al.  Mathematical justification of a heuristic for statistical correlation of real-life time series , 2009, Eur. J. Oper. Res..

[6]  Amin Vahdat,et al.  Helios: a hybrid electrical/optical switch architecture for modular data centers , 2010, SIGCOMM '10.

[7]  T-h Kim,et al.  Journal of Supercomputing , 2013 .

[8]  Lei Shi,et al.  Dcell: a scalable and fault-tolerant network structure for data centers , 2008, SIGCOMM '08.

[9]  Ion Stoica,et al.  A cost comparison of datacenter network architectures , 2010, CoNEXT.

[10]  Lizhe Wang,et al.  Review of performance metrics for green data centers: a taxonomy study , 2011, The Journal of Supercomputing.

[11]  Sujata Banerjee,et al.  Energy Aware Network Operations , 2009, IEEE INFOCOM Workshops 2009.

[12]  Andrzej Bargiela,et al.  An Optimization of Allocation of Information Granularity in the Interpretation of Data Structures: Toward Granular Fuzzy Clustering , 2012, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[13]  László Gyarmati,et al.  How can architecture help to reduce energy consumption in data center networking? , 2010, e-Energy.

[14]  Amin Vahdat,et al.  A scalable, commodity data center network architecture , 2008, SIGCOMM '08.

[15]  Dzmitry Kliazovich,et al.  GreenCloud: a packet-level simulator of energy-aware cloud computing data centers , 2010, The Journal of Supercomputing.

[16]  Amin Vahdat,et al.  PortLand: a scalable fault-tolerant layer 2 data center network fabric , 2009, SIGCOMM '09.

[17]  Andrzej Bargiela,et al.  Fuzzy clustering with semantically distinct families of variables: Descriptive and predictive aspects , 2010, Pattern Recognit. Lett..

[18]  Andrzej Bargiela,et al.  Human-Centric Information Processing Through Granular Modelling , 2009, Human-Centric Information Processing Through Granular Modelling.

[19]  Konstantina Papagiannaki,et al.  c-Through: part-time optics in data centers , 2010, SIGCOMM '10.

[20]  Charles E. Leiserson,et al.  Fat-trees: Universal networks for hardware-efficient supercomputing , 1985, IEEE Transactions on Computers.

[21]  Andrzej Bargiela,et al.  Incremental Update of Fuzzy Rule-Based Classifiers for Dynamic Problems , 2012 .

[22]  Antony I. T. Rowstron,et al.  Symbiotic routing in future data centers , 2010, SIGCOMM '10.

[23]  Brian Hayes,et al.  What Is Cloud Computing? , 2019, Cloud Technologies.

[24]  Albert G. Greenberg,et al.  VL2: a scalable and flexible data center network , 2009, SIGCOMM '09.

[25]  Feng Xia,et al.  Green computing and communications , 2011, The Journal of Supercomputing.

[26]  Andrzej Bargiela,et al.  Probabilistic Topic Models for Learning Terminological Ontologies , 2010, IEEE Transactions on Knowledge and Data Engineering.

[27]  Sherali Zeadally,et al.  Energy-efficient networking: past, present, and future , 2012, The Journal of Supercomputing.

[28]  Stephen R. Heller,et al.  Book Review of Google Version 2.0 - The Calculating Predator , 2008, J. Chem. Inf. Model..

[29]  Timothy O'Riordan,et al.  Green networks , 1994, Nature.

[30]  Sherali Zeadally,et al.  A survey on Green communications using Adaptive Link Rate , 2013, Cluster Computing.