{"title":"云通信网络中移动系统网络调度框架的智能性能分析","authors":"J. Logeshwaran, T. Kiruthiga","doi":"10.55529/ijrise.21.11.24","DOIUrl":null,"url":null,"abstract":"This paper presents a smart performance analysis of a network scheduling framework for mobile systems in cloud communication networks. It begins by introducing the concept of cloud communication networks and then discussing the key features of the network scheduling mechanism. Following that, the paper presents an overview of existing scheduling algorithms for cloud communication networks and discusses their relative advantages and disadvantages. The paper then outlines a smart network scheduling framework proposed to address the problems associated with existing scheduling mechanisms. The proposed framework is evaluated through extensive simulations to explore its performance in different scenarios. The results demonstrate that the proposed network scheduling framework performs better than existing algorithms with regards to system accuracy, precision, recall and F1-score. The paper proposes a few future directions for further research and development in this area.","PeriodicalId":263587,"journal":{"name":"International Journal of Research In Science & Engineering","volume":"108 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"The Smart Performance Analysis of Network Scheduling Framework for Mobile Systems in Cloud Communication Networks\",\"authors\":\"J. Logeshwaran, T. Kiruthiga\",\"doi\":\"10.55529/ijrise.21.11.24\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents a smart performance analysis of a network scheduling framework for mobile systems in cloud communication networks. It begins by introducing the concept of cloud communication networks and then discussing the key features of the network scheduling mechanism. Following that, the paper presents an overview of existing scheduling algorithms for cloud communication networks and discusses their relative advantages and disadvantages. The paper then outlines a smart network scheduling framework proposed to address the problems associated with existing scheduling mechanisms. The proposed framework is evaluated through extensive simulations to explore its performance in different scenarios. The results demonstrate that the proposed network scheduling framework performs better than existing algorithms with regards to system accuracy, precision, recall and F1-score. The paper proposes a few future directions for further research and development in this area.\",\"PeriodicalId\":263587,\"journal\":{\"name\":\"International Journal of Research In Science & Engineering\",\"volume\":\"108 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-01-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Research In Science & Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.55529/ijrise.21.11.24\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Research In Science & Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.55529/ijrise.21.11.24","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The Smart Performance Analysis of Network Scheduling Framework for Mobile Systems in Cloud Communication Networks
This paper presents a smart performance analysis of a network scheduling framework for mobile systems in cloud communication networks. It begins by introducing the concept of cloud communication networks and then discussing the key features of the network scheduling mechanism. Following that, the paper presents an overview of existing scheduling algorithms for cloud communication networks and discusses their relative advantages and disadvantages. The paper then outlines a smart network scheduling framework proposed to address the problems associated with existing scheduling mechanisms. The proposed framework is evaluated through extensive simulations to explore its performance in different scenarios. The results demonstrate that the proposed network scheduling framework performs better than existing algorithms with regards to system accuracy, precision, recall and F1-score. The paper proposes a few future directions for further research and development in this area.