DocumentCode :
3435892
Title :
A Holistic Model for Resource Representation in Virtualized Cloud Computing Data Centers
Author :
Guzek, Mateusz ; Kliazovich, Dzmitry ; Bouvry, Pascal
Author_Institution :
Univ. of Luxembourg, Luxembourg, Luxembourg
Volume :
1
fYear :
2013
fDate :
2-5 Dec. 2013
Firstpage :
590
Lastpage :
598
Abstract :
Management and optimization of cloud infrastructures combine multiple challenges. The optimization of data centers targets such objectives as performance, reliability, energy consumption, and security. To achieve these goals, multiple actions can be taken, for example, task and virtual machine allocation or infrastructure management. In this work we propose a model for representation of computing, memory, storage, and communication resources in cloud computing data centers. This model is relevant for the characterization of cloud applications, virtual machines, as well as physical servers. The performance evaluation and validation of the proposed model is carried out using the Green Cloud simulator. The obtained results show good agreement with the design objectives and confirm validity of the assumptions.
Keywords :
cloud computing; computer centres; resource allocation; software management; software performance evaluation; software reliability; virtual machines; virtualisation; GreenCloud simulator; cloud infrastructure management; cloud infrastructure optimization; communication resource representation; computing representation; energy consumption; memory representation; performance; physical servers; reliability; resource representation; security; storage representation; task allocation; virtual machine allocation; virtualized cloud computing data centers; Computational modeling; Computer architecture; Data models; Green products; Resource management; Servers; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Cloud Computing Technology and Science (CloudCom), 2013 IEEE 5th International Conference on
Conference_Location :
Bristol
Type :
conf
DOI :
10.1109/CloudCom.2013.84
Filename :
6753850
Link To Document :
بازگشت