Towards a privacy-aware stream data management system for cloud applications. (7th November 2011)

• Record Type: Journal Article
• Authors: Ng, Wee Siong; Kirchberg, Markus; Bressan, Stephane; Tan, Kian-Lee
• Is Part Of: International journal of web and grid services. Volume 7:Number 3(2011)
• Page Start: 246
• Page End: 267
• Publication Date: 2011-11-07
• Subjects: stream data management -- data privacy -- cloud computing -- security; Web services -- Periodicals; Computational grids (Computer systems) -- Periodicals; 006.78
• Languages: English
• ISSNs: 1741-1106

Abstract

The rapidly increasing number of sensors and devices as well as the coming of age of cloud computing are fuelling the need for real-time stream data management tools. In a world that is highly submerged in data, data analytics and higher forms of data exploitation are fundamental to most decision making processes. However, enabling such technology requires several factors related to security, privacy, performance and costing to be addressed. In this paper, we discuss the various challenges in greater detail and propose our vision of a Privacy-aware Data Stream Cloud architecture that enables secure, privacy-preserving data analytics services.