Cost Optimization for Computing Resource Management in Intelligent Transportation Systems

This paper considers a computing resource management problem in the context of intelligent transport systems (ITSs). An operator’s expense minimization problem subject to delay constraints that include transmission and computational delays is formulated. To solve the problem, an algorithm based on a...

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Bibliographic Details
Published inJournal of communications technology & electronics Vol. 65; no. 12; pp. 1517 - 1524
Main Authors Belogaev, A. A., Elokhin, A. A., Krasilov, A. N., Khorov, E. M.
Format Journal Article
LanguageEnglish
Published Moscow Pleiades Publishing 01.12.2020
Springer
Springer Nature B.V
Subjects
Algorithms
Communications Engineering
Costs
Data Transmission in Computer Networks
Engineering
Information management
Integer programming
Intelligent transportation systems
Linear programming
Networks
Optimization
Resource management
Transportation industry
VANET
computing resources management
intelligent transportation systems
integer linear programming
multi-access edge computing
V2X
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Summary:This paper considers a computing resource management problem in the context of intelligent transport systems (ITSs). An operator’s expense minimization problem subject to delay constraints that include transmission and computational delays is formulated. To solve the problem, an algorithm based on a method of reducing the problem to an integer linear programming problem is proposed. The simulation results show that the proposed algorithm significantly reduces an operator’s expenses compared to existing approaches while satisfying the strict delay requirements of various applications.
ISSN:1064-2269
1555-6557
DOI:10.1134/S1064226920120025