S. Atanov, Zhexen Y. Seitbattalov, Zhanar S. Moldabayeva
{"title":"Development an Intelligent Task Offloading System for Edge-Cloud Computing Paradigm","authors":"S. Atanov, Zhexen Y. Seitbattalov, Zhanar S. Moldabayeva","doi":"10.1109/icecco53203.2021.9663797","DOIUrl":null,"url":null,"abstract":"This paper presents a task offloading system based on fuzzy logic for Edge-Cloud servers. The designed model in the Toolbox of MATLAB focuses on collecting data, which user receives from computing network: task length, virtual machine utilization, delay sensitivity, network demand and energy consumption. The aims of the research are reducing network latency and optimizing the energy efficient of edge device. As a result designed model proposes an optimal resources and choice of computing network between cloud, fog and edge for solving task.","PeriodicalId":331369,"journal":{"name":"2021 16th International Conference on Electronics Computer and Computation (ICECCO)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2021-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 16th International Conference on Electronics Computer and Computation (ICECCO)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/icecco53203.2021.9663797","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5
Abstract
This paper presents a task offloading system based on fuzzy logic for Edge-Cloud servers. The designed model in the Toolbox of MATLAB focuses on collecting data, which user receives from computing network: task length, virtual machine utilization, delay sensitivity, network demand and energy consumption. The aims of the research are reducing network latency and optimizing the energy efficient of edge device. As a result designed model proposes an optimal resources and choice of computing network between cloud, fog and edge for solving task.