Communication and computation aware task scheduling framework for heterogeneous computing
Other Title(s)
إطار عمل لتوزيع المهام لتسريع المعالجة و التواصل بين وحدات التنفيذ غير المتجانسة
Joint Authors
Isa, Fathi al-Burai Abd al-Maqsud
Sanduqji, Suhaylah Muhammad
Source
Journal of King Abdulaziz University : Computing and Information Technology Sciences
Issue
Vol. 8, Issue 2 (31 Dec. 2019), pp.1-12, 12 p.
Publisher
King Abdul Aziz University Faculty of Computing and Information Technology
Publication Date
2019-12-31
Country of Publication
Saudi Arabia
No. of Pages
12
Main Subjects
Information Technology and Computer Science
Abstract EN
The heterogeneous Computing (HC) is the promised paradigm for high performance computing.
In HC the vastly different architectures and programming models of each type of the computing unit, present several challenges in achieving collaborative computing.
Task scheduling is the main critical aspect in managing these challenges.
In this paper, a Communication and Computation Aware task scheduler framework (CCATSF) is introduced.
The proposed task scheduling framework consist of four parts; the first of which is the resource monitor, the second is the resources manager, the third is the task scheduler and the fourth the dispatcher.
We also introduce DVR-HEFT algorithm a new hybrid task scheduling algorithm, on which the framework is based.
Our results indicate that CCATSF framework based on algorithm is able to reduce the scheduler's makespan without increasing the algorithm's time complicity.
American Psychological Association (APA)
Sanduqji, Suhaylah Muhammad& Isa, Fathi al-Burai Abd al-Maqsud. 2019. Communication and computation aware task scheduling framework for heterogeneous computing. Journal of King Abdulaziz University : Computing and Information Technology Sciences،Vol. 8, no. 2, pp.1-12.
https://search.emarefa.net/detail/BIM-931468
Modern Language Association (MLA)
Sanduqji, Suhaylah Muhammad& Isa, Fathi al-Burai Abd al-Maqsud. Communication and computation aware task scheduling framework for heterogeneous computing. Journal of King Abdulaziz University : Computing and Information Technology Sciences Vol. 8, no. 2 (2019), pp.1-12.
https://search.emarefa.net/detail/BIM-931468
American Medical Association (AMA)
Sanduqji, Suhaylah Muhammad& Isa, Fathi al-Burai Abd al-Maqsud. Communication and computation aware task scheduling framework for heterogeneous computing. Journal of King Abdulaziz University : Computing and Information Technology Sciences. 2019. Vol. 8, no. 2, pp.1-12.
https://search.emarefa.net/detail/BIM-931468
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 10-11
Record ID
BIM-931468