Title :
Hybrid CDN-P2P architecture: Replica content Placement Algorithms
Author :
Khalaji, Fatemeh Keymasi ; Analoui, Morteza
Author_Institution :
Sch. of Comput. Eng., Iran Univ. of Sci. & Technol., Tehran, Iran
Abstract :
Hybrid CDN-P2P architecture is a combination of pure Content Distribution Networks (CDNs) and Peer-to-Peer (P2P) networks. This architecture relies on CDN and P2P complementary advantages. This paper discusses Replica Placement Algorithms (RPAs) in hybrid CDN-P2P architecture. There are two constraints in the used model; one is the server storage capacity constraint and another is an upper bound for the number of replicas for each content. RPA has been considered as a constraint p-median problem. Constraint p-median problem belongs to the NP-hard problems. Therefore, some kinds of heuristic algorithms are used to solve this problem. Heuristic algorithms´ results are compared with Constraint P-Median (CPM) problem that presented by Sun. The formulations take into account both the transmitting and storage costs. The simulation results show that in hybrid CDN-P2P architecture, the greedy algorithm has the lowest cost among heuristic. It is showed that replication cost of hybrid CDN-P2P networks is lower than CDNs.
Keywords :
computational complexity; greedy algorithms; peer-to-peer computing; CPM; NP-hard problems; RPA; complementary advantages; constraint p-median problem; content distribution networks; greedy algorithm; heuristic algorithms; hybrid CDN-P2P architecture; peer-to-peer networks; replica content placement algorithms; server storage capacity constraint; Analytical models; Computer architecture; Heuristic algorithms; Peer-to-peer computing; Servers; Silicon; Upper bound; Hybrid CDN-P2P Architecture; Replica Placement Algorithms; heuristic algorithms; p-median problem;
Conference_Titel :
Information and Knowledge Technology (IKT), 2013 5th Conference on
Conference_Location :
Shiraz
Print_ISBN :
978-1-4673-6489-8
DOI :
10.1109/IKT.2013.6620029