Title :
A novel greedy heuristic placement algorithm in distributed cooperative proxy systems
Author :
Guo, Changjie ; Xiang, Zhe ; Zhong, Yuzhuo
Author_Institution :
Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing, China
Abstract :
We investigate the object placement problem in distributed cooperative proxy systems and build a mathematics model. We prove that the problem is a NP-hard problem and a novel greedy heuristic placement algorithm (GHPA) is proposed to get the near-optimal answer in a polynomial complexity. We perform simulation and the results reported in the paper show that the GHPA algorithm could achieve better performance than the traditional MFU algorithm in both relative placement cost and the load balance. In general, the technology proposed could be used to develop effective distributed cooperative proxy systems such as CDSP, digital libraries and so on.
Keywords :
client-server systems; computational complexity; distributed algorithms; CDSP; GHPA; MFU algorithm; NP-hard problem; digital library; distributed cooperative proxy systems; greedy heuristic placement algorithm; heuristic algorithm; load balance; mathematics model; near-optimal answer; object placement problem; placement problem; polynomial complexity; relative placement cost; Computer science; Cooperative caching; Costs; Heuristic algorithms; IP networks; Mathematics; Polynomials; Software libraries; Streaming media; Web and internet services;
Conference_Titel :
Info-tech and Info-net, 2001. Proceedings. ICII 2001 - Beijing. 2001 International Conferences on
Print_ISBN :
0-7803-7010-4
DOI :
10.1109/ICII.2001.983523