DocumentCode
673275
Title
A Cloud data center optimization approach using dynamic data interchanges
Author
Rappos, E. ; Robert, Stephane ; Riedi, Rudolf H.
Author_Institution
Haute Ecole d´Ing. et de Geston du Canton de Vaud, Univ. of Appl. Sci. of Western Switzerland, Yverdon-les-Bains, Switzerland
fYear
2013
fDate
11-13 Nov. 2013
Firstpage
175
Lastpage
179
Abstract
Distributed data center architectures have been recently developed for a more efficient and economical storage of data. In many models of distributed storage, the aim is to store the data in such a way so that the storage costs are minimized and increased redundancy requirements are maintained. However, many approaches do not fully consider issues relating to delivering the data to the end user and the associated costs that this creates. We present an integer programming optimization model for determining the optimal allocation of data components among a network of Cloud data servers in such a way that the total costs of additional storage, estimated data retrieval costs and network delay penalties is minimized. The method is suitable for periodic dynamic reconfiguration of the Cloud data servers, so that the when localized data request spikes occur the data can be moved to a closer or cheaper data server for cost reduction and increased efficiency.
Keywords
cloud computing; computer centres; information retrieval; integer programming; cloud data center optimization approach; cloud data servers; data retrieval estimation; data server; distributed data center architectures; distributed storage; dynamic data interchanges; economical storage; integer programming optimization model; network delay penalties; optimal allocation; Conferences; Data models; Distributed databases; Mathematical model; Optimization; Resource management; Servers; cache storage; grid computing; mathematical programming;
fLanguage
English
Publisher
ieee
Conference_Titel
Cloud Networking (CloudNet), 2013 IEEE 2nd International Conference on
Conference_Location
San Francisco, CA
Type
conf
DOI
10.1109/CloudNet.2013.6710573
Filename
6710573
Link To Document