JOURNAL ARTICLE

Energy aware scheduling of real-time and non real-time tasks on cloud processors (Green Cloud Computing)

Abstract

The problem of device independent data access has been answered by the cloud computing technology. The flexibility of device independence has driven many users, and the no maintenance strategy has driven many organizations towards this technology and the number is increasing by the day. Therefore energy efficient computing on the cloud processors has become inevitable. In this paper, we present a system that handles real-time and non real-time tasks in an energy efficient method without compromising much on neither reliability nor performance. Of the three processors, two processors i.e. the first and second, handle real-time tasks, using Earliest-Deadline-First (EDF) and Earliest-Deadline-Late (EDL) scheduling algorithms respectively. On the third processor, the non real-time tasks are scheduled using the First Come First Served (FCFS) scheduling algorithm and the tasks are run at an energy efficient frequency. Our simulation results show significant energy savings compared to the existing Stand-by Sparing for Periodic Tasks (SSPT) for a few execution scenarios.

Keywords:
Computer science Cloud computing Scheduling (production processes) Distributed computing Efficient energy use Execution time Response time Flexibility (engineering) Real-time computing Operating system

Metrics

11
Cited By
1.11
FWCI (Field Weighted Citation Impact)
14
Refs
0.80
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Parallel Computing and Optimization Techniques
Physical Sciences →  Computer Science →  Hardware and Architecture
Real-Time Systems Scheduling
Physical Sciences →  Computer Science →  Hardware and Architecture
Distributed and Parallel Computing Systems
Physical Sciences →  Computer Science →  Computer Networks and Communications

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