UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 6 Issue 6
June-2019
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1908763


Registration ID:
225378

Page Number

73-76

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Title

Dynamic Fault-Tolerant Scheduling for Deadline Constrained Scientific Workflows in the Cloud

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Abstract

Scientific workflows generally comprise of fine granular large scale data and require a robust and reliable scheduling techniques. In this paper, a new fault-tolerant scheduling algorithm called Cluster based Heterogeneous Earliest Finish Time (C-HEFT) to enhance the fault tolerance mechanism for SWf in highly distributed cloud environment is proposed. Furthermore, to mitigate the failure of clustered tasks, this algorithm uses idle-time of the provisioned resources to resubmit the failed clustered tasks for successful execution of workflows. Experimental results show that the proposed algorithm has convincing impact on the workflow execution and also drastically reduce the resource waste compared to existing task replication techniques. A trace based simulation of three real SWf shows that the algorithm is able to sustain unexpected task failures with minimal cost and make span.

Key Words

Cloud Computing, Scientific Workflows, Scheduling, Fault tolerance, Task clustering, Failed tasks

Cite This Article

"Dynamic Fault-Tolerant Scheduling for Deadline Constrained Scientific Workflows in the Cloud", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 6, page no.73-76, June-2019, Available :http://www.jetir.org/papers/JETIR1908763.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Dynamic Fault-Tolerant Scheduling for Deadline Constrained Scientific Workflows in the Cloud", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 6, page no. pp73-76, June-2019, Available at : http://www.jetir.org/papers/JETIR1908763.pdf

Publication Details

Published Paper ID: JETIR1908763
Registration ID: 225378
Published In: Volume 6 | Issue 6 | Year June-2019
DOI (Digital Object Identifier):
Page No: 73-76
Country: Bangalore, Karnataka, India .
Area: Science & Technology
ISSN Number: 2349-5162
Publisher: IJ Publication


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