Advanced QoS Provisioning and Mobile Fog Computing for 5G

Author:

Shuminoski Tomislav1,Kitanov Stojan2,Janevski Toni1ORCID

Affiliation:

1. Ss. Cyril and Methodius University, Faculty of Electrical Engineering and Information Technologies, Skopje, Macedonia

2. Mother Teresa University, Faculty of Informatics, Skopje, Macedonia

Abstract

This paper presents a novel QoS and mobile cloud and fog computing framework for future fifth generation (5G) of mobile and fixed nodes with radio network aggregation capability. The proposed 5G framework is leading to high QoS provisioning for any given multimedia service, higher bandwidth utilization, traffic load sharing, mobile cloud plus fog computing features, and multi-radio interface capabilities. The framework is user-centric, targeted at always-on connectivity with using radio network aggregation for available mobile broadband connections, and empowered with mobile cloud and fog computing advantages. Moreover, our proposed framework is using Lyapunov drift-plus-penalty theorem that provides a methodology for designing algorithm to maximize the average throughput and stabilize the queuing. Also, we are showing the upper bound of the consumed power and the lower bound of the battery lifetime for the proposed 5G terminal. The advanced performance of our 5G QoS plus MCC framework is evaluated using simulations and analysis with multimedia traffic in heterogeneous mobile and wireless environment. The simulation results are showing that the maximal network utilization, maximal throughput, minimal end-to-end delay, efficient energy consumption, and other performance improvements are achieved.

Publisher

Hindawi Limited

Subject

Electrical and Electronic Engineering,Computer Networks and Communications,Information Systems

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1. A systematic review on resource provisioning in fog computing;Transactions on Emerging Telecommunications Technologies;2023-01-27

2. A Novel PSO-Based Channel Allocation System for Interference in 5G and Higher-Level Wireless Communication Systems;2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART);2022-12-16

3. Fog Computing in 5G Mobile Networks: A Review;2022 4th International Conference on Advanced Science and Engineering (ICOASE);2022-09-21

4. Modified PSO Based Channel Allocation Scheme for Interference Management in 5G Wireless Mesh Networks;Journal of Telecommunications and Information Technology;2022-06-30

5. Deep Q-network based fog node offloading strategy for 5 G vehicular Adhoc Network;Ad Hoc Networks;2021-09

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