SSC: cloud-based data stream management in distributed environments

Ong, Kok-Leong, Goscinski, Andrzej, Han, Yuzhang, Brezany, Peter, Tari, Zahir and Yan, Lei 2016, SSC: cloud-based data stream management in distributed environments, International journal of high performance computing and networking, vol. 9, no. 3, pp. 171-189, doi: 10.1504/IJHPCN.2016.076250.


Title SSC: cloud-based data stream management in distributed environments
Author(s) Ong, Kok-Leong
Goscinski, Andrzej
Han, Yuzhang
Brezany, Peter
Tari, Zahir
Yan, Lei
Journal name International journal of high performance computing and networking
Volume number 9
Issue number 3
Start page 171
End page 189
Total pages 19
Publisher Inderscience Publishers
Place of publication Olney, Eng.
Publication date 2016
ISSN 1740-0562
1740-0570
Keyword(s) cloud computing
distributed systems
cloud application managment
data streams
data stream management
Summary 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.
Language eng
DOI 10.1504/IJHPCN.2016.076250
Field of Research 080501 Distributed and Grid Systems
Socio Economic Objective 970108 Expanding Knowledge in the Information and Computing Sciences
HERDC Research category C1 Refereed article in a scholarly journal
ERA Research output type C Journal article
Copyright notice ©2016, Inderscience Enterprises
Persistent URL http://hdl.handle.net/10536/DRO/DU:30090602

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