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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Gitzenis, S. Bambos, N. |
| Copyright Year | 2002 |
| Description | Author affiliation: Dept. of Electr. Eng., Stanford Univ., CA, USA (Gitzenis, S.; Bambos, N.) |
| Abstract | We investigate efficient schemes for data communication from a server to a mobile terminal over a wireless channel of fluctuating quality. A user requests to access various data items on the terminal. If a requested item is found in the local terminal buffer or cache, no access delay is incurred. If not, it is downloaded from the server and the user incurs a delay cost until it becomes locally available. Moreover, a power cost is incurred to transmit the data item at a selected power level over the wireless link. To lower both the average delay and power costs, the system may prefetch data items and predictively cache them on the terminal - especially during link quality 'highs' - in anticipation of future user requests. The goal is to minimize the overall delay and power cost, by judiciously choosing which data item to fetch and what power level to use, given the current user, buffer, and channel states. We develop a modeling framework - based on controlled Markov chains and dynamic programming - capturing the essential performance tradeoffs in the system and allowing computation of optimal decisions on items to (pre)fetch and power levels to use. To cope with emerging complexities, we then design efficient heuristics, whose simulation analysis demonstrates substantial performance gains over standard approaches. |
| Sponsorship | IEEE Comput. Soc. IEEE Commun. Soc |
| Starting Page | 1405 |
| Ending Page | 1414 |
| File Size | 338052 |
| Page Count | 10 |
| File Format | |
| ISBN | 0780374762 |
| ISSN | 0743166X |
| DOI | 10.1109/INFCOM.2002.1019391 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2002-06-23 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Prefetching Delay Costs Data communication Network servers Power system modeling Optimal control Dynamic programming Computational modeling Analytical models |
| Content Type | Text |
| Resource Type | Article |
| Subject | Computer Science Electrical and Electronic Engineering |
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