Enabling Performance as a Service for a Cloud Storage System

Author

Yang Li ; Li Guo ; Supratak, Akara ; Yike Guo

Author_Institution

Dept. of Comput., Imperial Coll. London, London, UK

fYear

2014

fDate

June 27 2014-July 2 2014

Firstpage

554

Lastpage

561

Abstract

One of the main contributions of the paper is that we introduce "performance as a service" as a key component for future cloud storage environments. This is achieved through demonstration of the design and implementation of a multi-tier cloud storage system (CACSS), and the illustration of a linear programming model that helps to predict future data access patterns for efficient data caching management. The proposed caching algorithm aims to leverage the cloud economy by incorporating both potential performance improvement and revenue-gain into the storage systems.

Keywords

cache storage; cloud computing; linear programming; CACSS; caching algorithm; cloud economy; data access patterns; data caching management; linear programming model; multitier cloud storage system; performance as a service; performance improvement; revenue-gain; Aerospace electronics; Algorithm design and analysis; Cloud computing; Data models; Databases; File systems; Servers; Big Data; Cloud Computing; Cloud Storage; Performance as a Service;

fLanguage

English

Publisher

ieee

Conference_Titel

Cloud Computing (CLOUD), 2014 IEEE 7th International Conference on

Conference_Location

Anchorage, AK

Print_ISBN

978-1-4799-5062-1

Type

conf

DOI

10.1109/CLOUD.2014.80

Filename

6973786