Energy Efficient IoT Virtualization Framework With Peer to Peer Networking and Processing

IEEE Access

Ahmed Q. Lawey¹  Zaineb T. Al-Azez¹  Taisir E. H. El-Gorashi¹  Jaafar M. H. Elmirghani¹ 

[1] School of Electronic and Electrical Engineering, University of Leeds, Leeds, U.K.;

关键词: IoT;    P2P;    VMs;    energy efficiency;   

DOI  :  10.1109/ACCESS.2019.2911117

来源: DOAJ

【 摘 要 】

In this paper, an energy efficient IoT virtualization framework with peer-to-peer (P2P) networking and edge processing is proposed. In this network, the IoT task processing requests are served by peers. IoT objects and relays that host virtual machines (VMs) represents the peers in the proposed P2P network. We have considered three scenarios to investigate the saving in power consumption and the system capabilities in terms of task processing. The first scenario is a `relays only' scenario, where the task requests are processed using relays only. The second scenario is an `objects only' scenario, where the task requests are processed using the IoT objects only. The last scenario is a hybrid scenario, where the task requests are processed using both IoT objects and VMs. We have developed a mixed integer linear programming (MILP) model to maximize the number of processing tasks served by the system, and minimize the total power consumed by the IoT network. Based on the MILP model principles, we developed an energy efficient virtualized IoT P2P networks heuristic (EEVIPN). Our results show that the hybrid scenario serves up to 77% (57% on average) processing task requests, but with higher energy consumption compared to the other scenarios. The relays only scenario serves 74% (57% on average) of the processing task requests with 8% saving in power consumption compared to the hybrid scenario. In contrast, 28% (22% on average) of task requests can be handled by the objects only scenario with up to 62% power saving compared to the hybrid scenario.

【 授权许可】

Unknown