TY - GEN
T1 - A GREEDY strategy of data dissemination over multi-channel in mobile computing environments
AU - Lv, Wei Feng
AU - Wang, Feng Liang
AU - Zhu, Tong Yu
PY - 2010
Y1 - 2010
N2 - Wireless data broadcast is very suitable for delivering information to large user population. In this paper, we concentrate on data scheduling algorithm over multiple channels in mobile computing environments. First, we formulate the average expected delay of multiple channels considering data items' access frequencies, variable length, and different bandwidth of each channel. Second, we propose a GREEDY algorithm, a multi-channel data allocation method that rationally allocates data items to different channels in order to minimize the MCAED. So far as we know, this is the first model that considers changing situations, e.g. item frequencies, length or available bandwidth. Considering these situations, we propose a REGULATING algorithm, a multichannel balancing method that improves system performance. Within each channel, the Log-Time algorithm which supposed to be optimal in single channel is adopted. The performance evaluation shows that the GREEDY algorithm significantly reduces the average expected waiting time and obtains a nearoptimal solution under varieties of circumstances.
AB - Wireless data broadcast is very suitable for delivering information to large user population. In this paper, we concentrate on data scheduling algorithm over multiple channels in mobile computing environments. First, we formulate the average expected delay of multiple channels considering data items' access frequencies, variable length, and different bandwidth of each channel. Second, we propose a GREEDY algorithm, a multi-channel data allocation method that rationally allocates data items to different channels in order to minimize the MCAED. So far as we know, this is the first model that considers changing situations, e.g. item frequencies, length or available bandwidth. Considering these situations, we propose a REGULATING algorithm, a multichannel balancing method that improves system performance. Within each channel, the Log-Time algorithm which supposed to be optimal in single channel is adopted. The performance evaluation shows that the GREEDY algorithm significantly reduces the average expected waiting time and obtains a nearoptimal solution under varieties of circumstances.
KW - Data broadcast
KW - GREEDY
KW - Mobile computing
KW - Multi-channel
KW - Scheduling algorithm
UR - https://www.scopus.com/pages/publications/78149333548
U2 - 10.1109/ICACTE.2010.5579515
DO - 10.1109/ICACTE.2010.5579515
M3 - 会议稿件
AN - SCOPUS:78149333548
SN - 9781424465408
T3 - ICACTE 2010 - 2010 3rd International Conference on Advanced Computer Theory and Engineering, Proceedings
SP - V5322-V5326
BT - ICACTE 2010 - 2010 3rd International Conference on Advanced Computer Theory and Engineering, Proceedings
T2 - 2010 3rd International Conference on Advanced Computer Theory and Engineering, ICACTE 2010
Y2 - 20 August 2010 through 22 August 2010
ER -