JOURNAL ARTICLE

DCHEFT Approach for Task Scheduling to Efficient Resource Allocation in Cloud Computing

Abstract

Task scheduling is an important aspect to improve the utilization of resources in the Cloud Computing.This paper proposes a Divide and Conquer based approach for heterogeneous earliest finish time algorithm.The proposed system works in two phases.In the first phase it assigns the ranks to the incoming tasks with respect to size of it.In the second phase, we properly assign and manage the task to the virtual machine with the consideration of ideal time of respective virtual machine.This helps to get more effective resource utilization in Cloud Computing.The experimental results using Cybershake Scientific Workflow shows that the proposed Divide and Conquer HEFT performs better than HEFT in terms of task's finish time and response time.The result obtained by experimentally demonstrate that the proposed DCHEFT performance superiorly.

Keywords:
Computer science Cloud computing Divide and conquer algorithms Workflow Distributed computing Virtual machine Scheduling (production processes) Task (project management) Algorithm Operating system Mathematical optimization Database

Metrics

1
Cited By
0.00
FWCI (Field Weighted Citation Impact)
13
Refs
0.23
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Cloud Computing and Resource Management
Physical Sciences →  Computer Science →  Information Systems
Distributed and Parallel Computing Systems
Physical Sciences →  Computer Science →  Computer Networks and Communications
IoT and Edge/Fog Computing
Physical Sciences →  Computer Science →  Computer Networks and Communications

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