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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Neely, M.J. Modiano, E. |
| Copyright Year | 1963 |
| Abstract | In this correspondence, we develop fundamental convexity properties of unfinished work and packet waiting time in a queue serving general stochastic traffic. The queue input consists of an uncontrollable background process and a rate-controllable input stream. We show that any moment of unfinished work is a convex function of the controllable input rate. The convexity properties are then extended to address the problem of optimally routing arbitrary input streams over a collection of K queues in parallel with different (possibly time-varying) server rates (/spl mu//sub 1/(t),...,/spl mu//sub K/(t)). Our convexity results hold for stream-based routing (where individual packet streams must be routed to the same queue) as well as for packet-based routing where each packet is routed to a queue by probabilistic splitting. Our analysis uses a novel technique that combines sample path observations with stochastic equivalence relationships. |
| Sponsorship | IEEE Information Theory Society |
| Starting Page | 706 |
| Ending Page | 714 |
| Page Count | 9 |
| File Size | 352728 |
| File Format | |
| ISSN | 00189448 |
| Volume Number | 51 |
| Issue Number | 2 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2005-02-01 |
| Publisher Place | U.S.A. |
| Access Restriction | One Nation One Subscription (ONOS) |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Multiaccess communication Stochastic processes Routing Neural networks Glass Interference cancellation Probability Error correction Information theory stochastic coupling G/G/1 queue |
| Content Type | Text |
| Resource Type | Article |
| Subject | Library and Information Sciences Information Systems Computer Science Applications |
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