Meta-heuristic hybrid dynamic task scheduling in Heterogeneous computing environment

Sri, R. Leena; Balaji, N.

doi:10.1109/iccci.2013.6466127

Cited by 2 publications

(2 citation statements)

References 16 publications

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“…Wile for high performance computer system, allocation for multi tasks has always been an NP problem [5]. Therefore, in real applications, researchers normally use the heuristic algorithm which can mostly reach optimal situation to solve such kinds of scheduling problems [6], [7]. Many researchers have done a lot of works in this field.…”

Section: Related Workmentioning

confidence: 99%

An Availability Approached Task Scheduling Algorithm in Heterogeneous Fault-Tolerant System

Sun

Dong

Zhang

et al. 2014

2014 9th IEEE International Conference on Networking, Architecture, and Storage

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In heterogeneous fault-tolerant system, especially high performance computer system, the issue of providing system with high availability assurance for real-time applications which have availability requirements has been widespread concerned. While, few research concentrates on combining real-time application availability requirement with scheduling algorithm. In this paper, an availability approached task scheduling algorithm is proposed. On the basis of heterogeneous fault-tolerant system scheduler and scheduling algorithm designation, we can improve the system availability without increasing additional hardware costs, and shorten task average response time, in addition, schedule task with high efficiency and reliability. Experiment results show that, such availability approached task scheduling algorithm has a system performance advantage over the traditional system task scheduling algorithms, it achieves the goal of balancing availability and task response time in heterogeneous faulttolerant system, thus improve the system availability.

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Section: Related Workmentioning

confidence: 99%

An Availability Approached Task Scheduling Algorithm in Heterogeneous Fault-Tolerant System

Sun

Dong

Zhang

et al. 2014

2014 9th IEEE International Conference on Networking, Architecture, and Storage

View full text Add to dashboard Cite

show abstract

“…In [34], the authors presented a novel hybrid approach using genetic algorithms (GAs) namely, Hybrid Genetic Algorithm Case based reasoning (HGAC) for heterogeneous Computing environment by predicting the performance of online dynamic resource system to increase the overall effectiveness and improve decision faster for improve the makespan. Genetic algorithms and Case Based Reasoning (CBR) are suitable intelligent approaches for solving the problem of dynamic task scheduling.…”

Section: Meta-heuristic Hybrid Dynamic Task Schedulingmentioning

confidence: 99%

Evaluation Performance of Task Scheduling Algorithms in Heterogeneous Environments

Yazdanpanah¹,

Shouraki²,

Jamali³

2016

IJCA

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A heterogeneous computing environment is a large-scale distributed data processing environment, it is depends to some extent parameters on the application and that classified in three main categories such as the hardware, the communication layer, and the software. A computer system is consists of hardware and software from two or more different manufacturers. Scheduling is one of the important factors in the heterogeneous environment and the aim of task scheduling in the processing environment is to move computation towards data. In order to achieve improve performance, increase the throughput and minimizing the makespan; scheduler must avoid unnecessary data transmission. Hence, different scheduling algorithms for heterogeneous computing environment are necessary to provide good performance. How to speedup scheduling the service resources to achieve the lowest cost becomes more and more important. This paper tries to illustrate and analyze the overview of eighteen different scheduling algorithms for heterogeneous computing environment and their scheduling issues and problems.

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Meta-heuristic hybrid dynamic task scheduling in Heterogeneous computing environment

Cited by 2 publications

References 16 publications

An Availability Approached Task Scheduling Algorithm in Heterogeneous Fault-Tolerant System

An Availability Approached Task Scheduling Algorithm in Heterogeneous Fault-Tolerant System

Evaluation Performance of Task Scheduling Algorithms in Heterogeneous Environments

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