Title :
Hierarchical cooperative caching in mobile opportunistic social networks
Author :
Yunsheng Wang ; Jie Wu ; Mingjun Xiao
Author_Institution :
Dept. of Comput. Sci., Kettering Univ., Flint, MI, USA
Abstract :
A mobile opportunistic social network (MOSN) is a new type of delay tolerant network (DTN), in which the mobile users contact each other opportunistically. While cooperative caching in the Internet has been studied extensively, cooperative caching in MOSNs is a considerably different and challenging problem due to the probabilistic nature of contact among the mobile users in MOSNs. In order to reduce the total access delay, we let the mobile users cooperatively cache these data items in their limited buffer space. We balance between selfishness (caching the data items according to its own preference) and unselfishness (helping other nodes to cache). The friends with higher contact frequency may share similar interests, hence, caching the data items for friend users can lead to some benefit. In this paper, we present a hierarchical cooperative caching scheme, which divides the buffer space into three components: self, friends, and strangers. In the self component, mobile users cache the data items according to their preference. In the friends component, mobile users help their friends to cache some data items. In the strangers component, mobile users randomly cache the remaining data items. We formally analyze the access delay of the proposed scheme. The effectiveness of our approach is verified through extensive real world trace-driven simulations.
Keywords :
Internet; cache storage; delay tolerant networks; information retrieval; mobile computing; probability; social networking (online); DTN; Internet; MOSN; buffer space; delay tolerant network; hierarchical cooperative caching scheme; higher contact frequency; mobile opportunistic social network; total access delay; Cooperative caching; Delays; Mobile computing; Mobile nodes; Nickel; Access delay; Zipf-like distribution; cooperative caching; mobile opportunistic social networks (MOSNs);
Conference_Titel :
Global Communications Conference (GLOBECOM), 2014 IEEE
Conference_Location :
Austin, TX
DOI :
10.1109/GLOCOM.2014.7036843