Computing Tasks Distribution in Fog Computing: Coalition Game Model

Files and medias are not the only existing content. Computing tasks output content that can be described, stored, cached and offloaded. In this paper, we investigated the problems of edge computing and offloading in fog computing networks. Edge devices have always been limited in computing capabilities. The problem of latency occurs frequently when having huge amount of data to be processed. In Considering a given number of fogs serving multiple users, this paper investigates the problems of distributing computational tasks among the fogs. We propose a coalition game based solution to motivate the fogs to work together and cooperate, which in turn processes huge amounts of data within a short delay. Simulation results shows that the proposed model offers better latency and improved load balancing of the fogs resources.

[1]  Mohsen Guizani,et al.  Guest editorial - The next-generation internet , 2005, IEEE Communications Magazine.

[2]  Salman Durrani,et al.  Joint Optimization of User Association, Data Delivery Rate and Precoding for Cache-Enabled F-RANs , 2017, GLOBECOM 2017 - 2017 IEEE Global Communications Conference.

[3]  Sandip Ray,et al.  The Changing Computing Paradigm With Internet of Things: A Tutorial Introduction , 2016, IEEE Design & Test.

[4]  Vincent W. S. Wong,et al.  Hierarchical Fog-Cloud Computing for IoT Systems: A Computation Offloading Game , 2017, IEEE Internet of Things Journal.

[5]  Sergio Barbarossa,et al.  Communicating While Computing: Distributed mobile cloud computing over 5G heterogeneous networks , 2014, IEEE Signal Processing Magazine.

[6]  Christos H. Papadimitriou,et al.  On Learning Algorithms for Nash Equilibria , 2010, SAGT.

[7]  Stefano Secci,et al.  Cloud-based computation offloading for mobile devices: State of the art, challenges and opportunities , 2013, 2013 Future Network & Mobile Summit.

[8]  Yang Yang,et al.  Online User-AP Association with Predictive Scheduling in Wireless Caching Networks , 2017, GLOBECOM 2017 - 2017 IEEE Global Communications Conference.

[9]  Axel Jantsch,et al.  Fog Computing in the Internet of Things , 2018 .

[10]  Riti Gour,et al.  On Reducing IoT Service Delay via Fog Offloading , 2018, IEEE Internet of Things Journal.

[11]  Tapani Ristaniemi,et al.  Multiobjective Optimization for Computation Offloading in Fog Computing , 2018, IEEE Internet of Things Journal.