Scheduling Framework for Resource Management in IoT Ecosystem Over 5G Network

Q4 Computer Science
G. S. Rapate, N. Naveen
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引用次数: 0

Abstract

– Resource management in the 5G network is one of the critical concerns which is increasingly seeking attention from the research community; however, a review of existing literature showcases very less usage of scheduling and more inclination towards sophisticated approaches of resource management which are practically infeasible to be executed over resource-constrained devices over Internet-of-Things (IoT). Therefore, the proposed scheme presents a unique framework for effective resource management in a 5G network using a unique scheduling approach. The system executes a novel routine management of time slots considering operational time and transition states of IoT nodes to balance the state of active and passive radio mode operation. The simulated outcome of the study shows that the proposed scheme offers approximately 35% of more residual energy, 47% of reduced energy dissipation, 25% of reduced delay, and 43% of faster processing speed in contrast to existing scheduling schemes in the IoT environment.
5G网络上物联网生态系统资源管理的调度框架
–5G网络中的资源管理是研究界日益关注的关键问题之一;然而,对现有文献的回顾表明,调度的使用非常少,更倾向于复杂的资源管理方法,这些方法在物联网(IoT)上的资源受限设备上执行实际上是不可行的。因此,所提出的方案使用独特的调度方法为5G网络中的有效资源管理提供了一个独特的框架。该系统执行一种新的时隙例行管理,考虑到物联网节点的运行时间和过渡状态,以平衡主动和被动无线电模式运行的状态。研究的模拟结果表明,与物联网环境中的现有调度方案相比,所提出的方案提供了大约35%的剩余能量、47%的能量耗散、25%的延迟和43%的更快处理速度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International Journal of Computer Networks and Applications
International Journal of Computer Networks and Applications Computer Science-Computer Science Applications
CiteScore
2.30
自引率
0.00%
发文量
40
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