Modeling Service Execution on Data Centers for Energy Efficiency and Quality of Service Monitoring

被引：4

作者：

Vitali, Monica ^{[1
]}

O'Reilly, Una-May ^{[2
]}

Veeramachaneni, Kalyan ^{[2
]}

机构：

[1] Politecn Milan, DEIB, I-20133 Milan, Italy

[2] MIT, CSAIL, Cambridge, MA USA

来源：

2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013) | 2013年

关键词：

Model; energy efficiency; quality of service; data center; estimation; business process; virtualization;

D O I：

10.1109/SMC.2013.25

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

This work provides a system modeling approach to describe a virtualized data center environment running a business process. This model allows the collection of simulation data at different workload rates that can be used as a dataset for reasoning about quality of service and energy efficiency issues related to the process. The model overcomes the issue of obtaining real data from data center administrators and collecting relevant information needed for studying the process behavior. The model is flexible and can be used to model data centers of different dimensions and characteristics. It can also be used for "what-if" analysis about the system configuration, predicting the outcome of a modification over energy efficiency and quality of service.

引用

页码：103 / 108

页数：6

共 16 条

[1]

[Anonymous], 2010, 1 ACM S CLOUD COMP

[2]

[Anonymous], 2010, P IEEE GLOB TEL C, DOI 10.1109/GLOCOM.2010.5683561

[3]

Bertran R., 2010, INT C GRID COMP

[4]

Brooks D, 2000, PROCEEDING OF THE 27TH INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE, P83, DOI 10.1109/ISCA.2000.854380

[5]

Do T., 2009, WORKSH POW AW COMP S

[6]

Economou D., 2006, Proceedings of Workshop on Modeling, Benchmarking, and Simulation, P70

[7]

Gurumurthi S, 2002, EIGHTH INTERNATIONAL SYMPOSIUM ON HIGH-PERFORMANCE COMPUTER ARCHITECTURE, PROCEEDINGS, P141

[8]

Kansal Aman, 2008, Performance Evaluation Review, V36, P26, DOI 10.1145/1453175.1453180

[9] Layered Green Performance Indicators [J].

Kipp, Alexander ;

Jiang, Tao ;

Fugini, Mariagrazia ;

Salomie, Ioan .

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2012, 28 (02) :478-489

[10]

MATLAB, 2012, MATLAB VERS 7 14 0 R

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