An Energy Efficient Dynamic Scheduling Algorithm for Reliability Constraints in Distributed Heterogeneous Systems

Yifan Liu, Chenglie Du, Jinchao Chen, Xiaoyan Du, Wenquan Yu

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

Scheduling algorithms in distributed heterogeneous systems have been the subject of extensive research. However, with the advancement of technology, addressing real-time, reliability, and energy consumption issues in dynamic environments has become increasingly critical. Existing studies mostly focus on static approaches, which are challenging to achieve scheduling objectives rapidly and adaptively. Therefore, we propose a novel dynamic energy-aware scheduling algorithm for deadlines and reliability constrained applications. Firstly, we introduce a prioritization method for multitasking applications to ensure more applications meet their deadlines. Subsequently, we present specific strategies for task allocation to achieve a better trade-off between energy consumption and reliability. Experimental results on randomly generated applications validate the superiority of our proposed method in terms of performance compared to other algorithms.

源语言英语
主期刊名IEEE ITAIC 2023 - IEEE 11th Joint International Information Technology and Artificial Intelligence Conference
编辑Bing Xu, Kefen Mou
出版商Institute of Electrical and Electronics Engineers Inc.
1035-1039
页数5
ISBN(电子版)9798350333664
DOI
出版状态已出版 - 2023
活动11th Joint International Information Technology and Artificial Intelligence Conference, ITAIC 2023 - Chongqing, 中国
期限: 8 12月 202310 12月 2023

出版系列

姓名IEEE Joint International Information Technology and Artificial Intelligence Conference (ITAIC)
ISSN(印刷版)2693-2865

会议

会议11th Joint International Information Technology and Artificial Intelligence Conference, ITAIC 2023
国家/地区中国
Chongqing
时期8/12/2310/12/23

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