TY - GEN
T1 - An evolution-based cache scheme for scalable mobile data access
AU - Ye, Fan
AU - Li, Qing
AU - Chen, Enhong
PY - 2007/6/6
Y1 - 2007/6/6
N2 - Streaming media data access has been a problem for several years, and the problem becomes tougher in the mobile environment in which mobile users use mobile devices that are of rather limited storage space, preventing the clients from having a large cache. In this paper, we design a novel evolutionary caching algorithm for base stations to adapt to the user requests, so as to make the scheme more adaptive to the changing environment while maintaining good Byte Hit Ratio (BHR) or Number Hit Ratio (NHR) for the real world requests. We evaluate the effectiveness of our evolutionary caching algorithm through simulation studies, the results of which demonstrate that our scheme can obtain good performance on buffering streaming media data for user requests as far as the BHR and NHR metrics are concerned.
AB - Streaming media data access has been a problem for several years, and the problem becomes tougher in the mobile environment in which mobile users use mobile devices that are of rather limited storage space, preventing the clients from having a large cache. In this paper, we design a novel evolutionary caching algorithm for base stations to adapt to the user requests, so as to make the scheme more adaptive to the changing environment while maintaining good Byte Hit Ratio (BHR) or Number Hit Ratio (NHR) for the real world requests. We evaluate the effectiveness of our evolutionary caching algorithm through simulation studies, the results of which demonstrate that our scheme can obtain good performance on buffering streaming media data for user requests as far as the BHR and NHR metrics are concerned.
KW - Evolutionary algorithm
KW - Hybrid scalable caching scheme
KW - Stream media caching
UR - https://www.scopus.com/pages/publications/84994779224
UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-84994779224&origin=recordpage
U2 - 10.4108/infoscale.2007.194
DO - 10.4108/infoscale.2007.194
M3 - RGC 32 - Refereed conference paper (with host publication)
SN - 9781595937575
VL - 06-08-June-2007
BT - ACM International Conference Proceeding Series
PB - Association for Computing Machinery
T2 - 2nd International Conference on Scalable Information Systems (InfoScale 2007)
Y2 - 6 June 2007 through 8 June 2007
ER -