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The Smart Performance Analysis of Network Scheduling Framework for Mobile Systems in Cloud Communication Networks

J. Logeshwaran, T. Kiruthiga

2022International journal of research in science & engineering45 citationsDOIOpen Access PDF

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.

Topics & Concepts

Computer scienceDistributed computingScheduling (production processes)Cloud computingDynamic priority schedulingTwo-level schedulingFair-share schedulingRound-robin schedulingComputer networkEngineeringQuality of serviceOperating systemOperations managementIoT Networks and ProtocolsAdvanced Wireless Communication TechnologiesAdvanced MIMO Systems Optimization