Title :
A verifiable PSO algorithm in cloud computing
Author :
Tao Xiang ; Weimin Zhang ; Fei Chen
Author_Institution :
Coll. of Comput. Sci., Chongqing Univ., Chongqing, China
Abstract :
In this paper, we study the verification problem of particle swarm optimization (PSO) when it is outsourced to the cloud, i.e. making sure that the cloud executes PSO algorithm as requested. A verifiable PSO algorithm and its verification algorithm are proposed. The proposed scheme does not involve expensive cryptography, and it is efficient and effective to verify the honesty of the cloud.
Keywords :
cloud computing; cryptography; particle swarm optimisation; cloud computing; cryptography; particle swarm optimization; verifiable PSO algorithm; verification problem; Cloud computing; Optimization; Outsourcing; Particle swarm optimization; Public key;
Conference_Titel :
Evolutionary Computation (CEC), 2014 IEEE Congress on
Conference_Location :
Beijing
Print_ISBN :
978-1-4799-6626-4
DOI :
10.1109/CEC.2014.6900252
