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Reliable and efficient computation offloading for dependency-aware tasks in IIoT using evolutionary multi-objective optimization

delete2025-05-31
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PRE
AI
J
Junjie Li
Z
Zhengyi Chai *
Y
Yalun Li *
Y
Y.R. Zhou
DOI:10.1016/j.future.2025.107923delete
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Abstract

Abstract

En 中文
• Explore the computation offloading problem in Industrial Internet of Things. • Study of an MEC system comprising several IIoT devices and several edge servers. • Wireless channel quality is considered and retransmission mechanisms are proposed. • An improved multi-objective evolutionary algorithm is proposed. • Two optimization schemes under the retransmission mechanism are propose.
Keywords:
computation offloading
Industrial Internet of Things
MEC system
retransmission mechanism
multi-objective evolutionary algorithm

Journal

F
Future Generation Computer Systems
IF:
0
Papers:
642
Citations:
0

Organization

T
Tiangong University
Scholars:
1.2W
Papers: 7.7K
Citations: 1.1W