L. Globa, V. Kurdecha, I. Ishchenko, Andrii Zakharchuk, N. Kunieva
{"title":"The Intellectual IoT-System for Monitoring the Base Station Quality of Service","authors":"L. Globa, V. Kurdecha, I. Ishchenko, Andrii Zakharchuk, N. Kunieva","doi":"10.1109/BlackSeaCom.2018.8433715","DOIUrl":null,"url":null,"abstract":"The operator needs to process large volumes of data in the Internet of Things systems. There is not enough simple and statistical data analysis methods when operating with a large volume of data. The paper deals with the approach to big data analyses that use of fuzzy logic and fuzzy knowledge base for big data processing. The mathematical methods that allow to obtain efficiently the required solution in conditions of high performance requirements are considered. The discussed mathematical methods were tested for the base station quality of service determination. The proposed approach is efficient for big data processing.","PeriodicalId":351647,"journal":{"name":"2018 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom)","volume":"2 5","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/BlackSeaCom.2018.8433715","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 9
Abstract
The operator needs to process large volumes of data in the Internet of Things systems. There is not enough simple and statistical data analysis methods when operating with a large volume of data. The paper deals with the approach to big data analyses that use of fuzzy logic and fuzzy knowledge base for big data processing. The mathematical methods that allow to obtain efficiently the required solution in conditions of high performance requirements are considered. The discussed mathematical methods were tested for the base station quality of service determination. The proposed approach is efficient for big data processing.