Computation Offloading and Activation of Mobile Edge Computing Servers: A Minority Game

• Published in: IEEE wireless communications letters Vol. 7; no. 5; pp. 688 - 691
• Main Authors: Ranadheera, Shermila, Maghsudi, Setareh, Hossain, Ekram
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 01.10.2018; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Applications programs; Cellular communication; Computation offloading; Delays; Edge computing; Energy consumption; Games; minority game; Mobile computing; mobile edge computing; Quality of experience; server mode selection; Servers; Task analysis; User requirements; User satisfaction; Wireless networks
• ISSN: 2162-2337; 2162-2345
• DOI: 10.1109/LWC.2018.2810292

With the ever-increasing popularity of resource-intensive mobile applications, mobile edge computing (MEC), e.g., offloading computationally expensive tasks to the cellular edge, has become a prominent technology for next generation wireless networks. Despite its great performance in terms of delay and energy, MEC suffers from restricted power allowance and computational capability of the edge nodes. Therefore, it is imperative to develop distributed mechanisms for computation offloading, so that not only the computational servers are utilized at their best capacity but also the users' latency constraints are fulfilled. In this letter, by using the theory of Minority Games, we develop a novel distributed server activation mechanism for computation offloading. Our scheme guarantees energy-efficient activation of servers as well as satisfaction of users' quality-of-experience requirements in terms of latency.