Title :
A Game Theoretical Fault-Tolerant Task Scheduling Algorithm for Wireless Sensor Network
Author :
Jiaye Chen ; Wenzhong Guo
Author_Institution :
Coll. of Math. & Comput. Sci., Fuzhou Univ., Fuzhou, China
Abstract :
In this paper, by employing primary/ backup (P/B) technique and the concept of game theory, we propose a game theoretical fault-tolerant task allocation algorithm for heterogeneous WSNs. During the experiment, our job can be divided into two parts. Firstly, our algorithm introduces the idea of game theory into the solving of primary tasks allocation problem, then we define the playoffs function to find the Nash equilibrium point of task allocation for the purpose of saving the node energy consumption and balancing the network energy under the restraint of tasks deadline. Secondly, based on the allocation of primary tasks, our algorithm determinate the scheme of backup copies, then allocate those tasks by employing passive backup copies overlapping technology. The result of simulations shows the feasibility and effectiveness of our algorithm.
Keywords :
energy consumption; fault tolerance; game theory; wireless sensor networks; backup copies; game theoretical fault-tolerant task allocation algorithm; game theoretical fault-tolerant task scheduling algorithm; game theory; heterogeneous WSN; node energy consumption; passive backup copies overlapping technology; primary tasks allocation problem; primary-backup technique; wireless sensor network; Energy consumption; Fault tolerance; Fault tolerant systems; Game theory; Games; Resource management; Wireless sensor networks; Fault-Tolerant; Game Theory; Task Allocation; WSN;
Conference_Titel :
Cloud Computing and Big Data (CloudCom-Asia), 2013 International Conference on
Conference_Location :
Fuzhou
Print_ISBN :
978-1-4799-2829-3
DOI :
10.1109/CLOUDCOM-ASIA.2013.20