Dynamic resource management for 6G vehicular networks: CORA-6G offloading and allocation strategies

Published

15-06-2024

DOI:

https://doi.org/10.58414/SCIENTIFICTEMPER.2024.15.2.22

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Issue

Section

SECTION C: ARTIFICIAL INTELLIGENCE, ENGINEERING, TECHNOLOGY

Authors

  • R. Porselvi Department of Electronics and Communication Engineering, Tagore Engineering College, Chennai, Tamil Nadu, India.
  • D. Kanchana Department of Computer Applications, SRM Institute of Science and Technology, Ramapuram, Chennai, Tamil Nadu, India
  • Beulah Jackson Department of Electronics and Communication Engineering, Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, Chennai, Tamil Nadu, India.
  • L. Vigneash Department of Electronics and Communication Engineering, Arjun College of Technology, Coimbatore, Tamil Nadu, India.

Abstract

Given the burgeoning demands of real-time applications and limited on-board computational resources, the rapid proliferation of 6G-enabled vehicular networks brings forth the critical challenge of efficient computation offloading. This paper introduces the CORA-6G algorithm, a novel solution specifically designed to address this issue by determining the optimal offloading ratio. Using a robust convex optimization problem, CORA-6G maximizes the computational utility, ensuring efficient resource allocation and enhanced responsiveness. Quantitative evaluations reveal that, when compared to conventional methods, CORA-6G improves offloading efficiency by up to 25%, thereby significantly boosting the overall performance of vehicular applications. This research underscores the potential of CORA-6G as a cornerstone for future 6G vehicular network advancements.

How to Cite

Porselvi, R., Kanchana, D., Jackson, B., & Vigneash, L. (2024). Dynamic resource management for 6G vehicular networks: CORA-6G offloading and allocation strategies. The Scientific Temper, 15(02), 2116–2122. https://doi.org/10.58414/SCIENTIFICTEMPER.2024.15.2.22

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