DocumentCode
166987
Title
Dynamic allocation and efficient distribution of data among multiple clouds using network coding
Author
Sipos, Marton ; Fitzek, Frank H. P. ; Lucani, Daniel E. ; Pedersen, Morten V.
Author_Institution
Budapest Univ. of Technol. & Econ., Budapest, Hungary
fYear
2014
fDate
8-10 Oct. 2014
Firstpage
90
Lastpage
95
Abstract
Distributed storage has attracted large interest lately from both industry and researchers as a flexible, cost-efficient, high performance, and potentially secure solution for geographically distributed data centers, edge caching or sharing storage among users. This paper studies the benefits of random linear network coding to exploit multiple commercially available cloud storage providers simultaneously with the possibility to constantly adapt to changing cloud performance in order to optimize data retrieval times. The main contribution of this paper is a new data distribution mechanisms that cleverly stores and moves data among different clouds in order to optimize performance. Furthermore, we investigate the trade-offs among storage space, reliability and data retrieval speed for our proposed scheme. By means of real-world implementation and measurements using well-known and publicly accessible cloud service providers, we can show close to 9x less network use for the adaptation compared to more conventional dense recoding approaches, while maintaining similar download time performance and the same reliability.
Keywords
cache storage; cloud computing; cloud computing; data distribution; data retrieval speed; data retrieval times; distributed storage; dynamic data allocation; edge caching; geographically distributed data centers; network coding; reliability; sharing storage; storage space; Artificial intelligence; Bandwidth; Encoding; Reliability; Data distribution; Distributed storage; Random Linear Network Coding; Sparse codes;
fLanguage
English
Publisher
ieee
Conference_Titel
Cloud Networking (CloudNet), 2014 IEEE 3rd International Conference on
Conference_Location
Luxembourg
Type
conf
DOI
10.1109/CloudNet.2014.6968974
Filename
6968974
Link To Document