Title :
FW-DAS: Fast Wireless Data Access Scheme in Mobile Networks
Author :
Giwon Lee ; Insun Jang ; Sangheon Pack ; Xuemin Shen
Author_Institution :
Sch. of Electr. Eng., Korea Univ., Seoul, South Korea
Abstract :
In wireless data access applications, reduction of both the access latency and the wireless traffic volume is essential. In this paper, we propose a fast wireless data access scheme (FW-DAS) for wireless data access applications in which data objects are frequently updated and fast access to data objects is indispensable. In FW-DAS, different operation modes are defined depending on the data object popularity, and only popular data objects are proactively pushed to the access point/base station to minimize the access latency while mitigating the traffic load over the wireless link. An analytical model for the access latency is developed and an operation mode selection algorithm is introduced to reduce the access latency. Extensive simulation results show the effects of access-to-update ratio, data popularity, cache size, data object size, and wireless bandwidth. Analytical and simulation results demonstrate that FW-DAS can reduce the access latency with reasonable traffic load compared with poll-each-read (PER)/callback (CB) and their combinations.
Keywords :
cache storage; mobile computing; radio access networks; telecommunication traffic; FW-DAS; access latency minimization; access-to-update ratio; cache size; data object popularity; data object size; data popularity; fast wireless data access scheme; mobile networks; operation mode selection algorithm; operation modes; traffic load mitigation; wireless bandwidth; wireless data access applications; wireless link; wireless traffic volume; Analytical models; Bandwidth; Indexes; Manganese; Simulation; Wireless networks; Cloud-based services; fast wireless data access scheme (FW-DAS); strong consistency; wireless data access;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2014.2314643