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It offers a significant amount of processing and storage resources to the edge of networks, offloading applications from vehicle terminals that are computation-intensive and delay-sensitive. For devices with limited resources, it uses edge resources to provide computationally heavy operations while conserving energy. This paper proposes a novel approach for computing offloading in MEC. To effectively optimize the MEC resources, this paper proposes a novel algorithm. First, the joint optimization and service cache decision subproblems were determined from continuous and discrete variables. Then, the near-optimal solution is determined from the subproblems through convex optimization and Karush\u2013Kuhn\u2013Tucker method. Simulation results show that the proposed algorithm has better computational offloading and resource allocation performance as compared to existing algorithms.<\/jats:p>","DOI":"10.1155\/2023\/9604454","type":"journal-article","created":{"date-parts":[[2023,12,24]],"date-time":"2023-12-24T19:50:05Z","timestamp":1703447405000},"page":"1-15","source":"Crossref","is-referenced-by-count":3,"title":["An Efficient Algorithm for Resource Allocation in Mobile Edge Computing Based on Convex Optimization and Karush\u2013Kuhn\u2013Tucker Method"],"prefix":"10.1155","volume":"2023","author":[{"ORCID":"https:\/\/orcid.org\/0009-0009-7962-4775","authenticated-orcid":true,"given":"Kaijing","family":"Wang","sequence":"first","affiliation":[{"name":"School of Management and Information, Chuzhou City Vocational College, Chuzhou 239000, Anhui, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6735-408X","authenticated-orcid":true,"given":"Shelily 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