An Optimized Method for Outsourcing and Computational Offloading In Resources Allocation to IoT Users In Fog computing
Publish place: Journal of Communication Engineering، Vol: 9، Issue: 2
Publish Year: 1399
نوع سند: مقاله ژورنالی
زبان: English
View: 142
This Paper With 20 Page And PDF Format Ready To Download
- Certificate
- من نویسنده این مقاله هستم
استخراج به نرم افزارهای پژوهشی:
شناسه ملی سند علمی:
JR_JCESH-9-2_008
تاریخ نمایه سازی: 24 اسفند 1400
Abstract:
Fog computing is a method for improving cloud computations performance attempts to expand the Internet of things processes and distribute cloud services in the network edge. This paper proposes a real-time outsourcing and offloading mechanism to optimize the cache and CPU consumption in resource allocation to IoT users in a fog-based processing environment. Based on this mechanism, the computations that require heavy processing are moved to the network edge, and computations with lower processing needs are processed inside user devices. According to the simulation results, the average users' average service latency in the proposed method SPA-(Offloading) for ۲۰۰ users has been improved in the range of ۰.۸ to ۰.۶. In addition, the profits of cloud and fog service providers for ۲۲۰ users are higher than other methods. Also, the average system cost performance was evaluated, which is better than the other methods. The results show that this mechanism improves cache consumption, processing time, and optimal resource allocation to IoT users.
Keywords:
Authors
Mahmood Lakzaei
Department of Computer Engineering, Kerman Branch, Islamic Azad University, Kerman, Iran.
Vahid Sattari-Naeini
Department of Computer Engineering, Shahid Bahonar University of Kerman, Kerman, Iran.
Amir Sabbagh Mollahossini
Department of Computer Engineering, Kerman Branch, Islamic Azad University, Kerman, Iran.