SSC: cloud-based data stream management in distributed environments. (2016)
- Record Type:
- Journal Article
- Title:
- SSC: cloud-based data stream management in distributed environments. (2016)
- Main Title:
- SSC: cloud-based data stream management in distributed environments
- Authors:
- Ong, Kok-Leong
Goscinski, Andrzej
Han, Yuzhang
Brezany, Peter
Tari, Zahir
Yan, Lei - Abstract:
- Stream-oriented applications account for one of the major types of today's computing practices. They deal with high-speed data streams. When it comes to stream-oriented distributed systems, some challenges arise: for one thing, processing capability of a single compute node might become the bottleneck of the entire system. For another, transmitting streams among physically dispersed nodes could incur both communication overhead and instability of a distributed application. In this paper, we discuss the potential of using cloud technology to respond to various challenges faced by stream-oriented distributed systems. We introduce our idea of a special cloud, the scientific streaming cloud (SSC), which supports stream management in distributed environments. We also present our design of a language and an algorithm which are used on the SSC to describe and optimise stream-related tasks, respectively. Furthermore, we demonstrate our prototype implementation and a real-world application of the SSC.
- Is Part Of:
- International journal of high performance computing and networking. Volume 9:Number 3(2016)
- Journal:
- International journal of high performance computing and networking
- Issue:
- Volume 9:Number 3(2016)
- Issue Display:
- Volume 9, Issue 3 (2016)
- Year:
- 2016
- Volume:
- 9
- Issue:
- 3
- Issue Sort Value:
- 2016-0009-0003-0000
- Page Start:
- 171
- Page End:
- 189
- Publication Date:
- 2016
- Subjects:
- cloud computing -- distributed systems -- cloud application management -- data streams -- data stream management
High performance computing -- Periodicals
Computer networks -- Periodicals
High performance computing
Periodicals
004.05 - Journal URLs:
- http://www.inderscience.com/jhome.php?jcode=ijhpcn ↗
http://www.metapress.com/openurl.asp?genre=journal&issn=1740-0562 ↗
http://www.inderscience.com/ ↗ - Languages:
- English
- ISSNs:
- 1740-0562
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
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British Library STI - ELD Digital store - Ingest File:
- 7813.xml