DocumentCode
1667114
Title
A Community-Based Cloud Computing Caching Service
Author
Idachaba, Unekwu ; Wang, Frank
Author_Institution
Sch. of Comput., Univ. of Kent, Canterbury, UK
fYear
2015
Firstpage
559
Lastpage
566
Abstract
Caching has become an important technology in the development of cloud computing-based high-performance web services. Caches reduce the request to response latency experienced by users, and reduce workload on backend databases. They need a high cache-hit rate to be fit for purpose, and this rate is dependent on the cache management policy used. Existing cache management policies are not designed to prevent cache pollution or cache monopoly problems, which impacts negatively on the cache-hit rate. This paper proposes a community-based caching approach (CC) to address these two problems. CC was evaluated for performance against thirteen commercially available cache management policies, and results demonstrate that the cache-hit rate achieved by CC was between 0.7% and 55% better than the alternate cache management policies.
Keywords
Web services; cache storage; cloud computing; backend databases; cache management policy; cache monopoly problems; cache pollution problems; cloud computing-based high-performance Web services; community-based cloud computing caching service; response latency; Cloud computing; Clustering algorithms; Databases; Monopoly; Pollution; Servers; Artificial Bee Colony; Cache; Cloud Computing; Clustering;
fLanguage
English
Publisher
ieee
Conference_Titel
Big Data (BigData Congress), 2015 IEEE International Congress on
Conference_Location
New York, NY
Print_ISBN
978-1-4673-7277-0
Type
conf
DOI
10.1109/BigDataCongress.2015.87
Filename
7207271
Link To Document