{"title":"Optimized task scheduling on fog computing environment using meta heuristic algorithms","authors":"K. Jayasena, S. ThisarasingheB.","doi":"10.1109/SmartCloud.2019.00019","DOIUrl":null,"url":null,"abstract":"Task scheduling in fog computing is tackled with the use of different kinds of algorithms in general but this paper implements a meta-heuristic based approach. Fog computing is increasingly being adopted because it reduces latency and improves performance. Compared to the cloud data centers that are resource enriched , fog nodes don't have the same luxury and hence with the additional constraint of coordinating a distributed network, task scheduling in Fog Computing is not a trivial task. Since we only have limited capacity in the system, we use meta heuristic algorithms which guarantee a solution to the optimization problem posed here. Here the main research problem was to minimize the energy used in a fog environment.","PeriodicalId":208283,"journal":{"name":"International Conference on Smart Cloud","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Conference on Smart Cloud","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SmartCloud.2019.00019","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Task scheduling in fog computing is tackled with the use of different kinds of algorithms in general but this paper implements a meta-heuristic based approach. Fog computing is increasingly being adopted because it reduces latency and improves performance. Compared to the cloud data centers that are resource enriched , fog nodes don't have the same luxury and hence with the additional constraint of coordinating a distributed network, task scheduling in Fog Computing is not a trivial task. Since we only have limited capacity in the system, we use meta heuristic algorithms which guarantee a solution to the optimization problem posed here. Here the main research problem was to minimize the energy used in a fog environment.