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| Content Provider | Society for Industrial and Applied Mathematics (SIAM) |
|---|---|
| Author | Upfal, Eli Peleg, David |
| Copyright Year | 1990 |
| Abstract | Three parameters characterize the performance of a probabilistic algorithm: T, the run-time of the algorithm; Q, the probability that the algorithm fails to complete the computation in the first T steps; and R, the amount of randomness used by the algorithm, measured by the entropy of its random source. A tight trade-off between these three parameters for the problem of oblivious packet routing on N-vertex bounded-degree networks is presented. A $(1 - Q) \log ({N / T}) - \log Q - O(1)$ lower bound for the entropy of a random source of any oblivious packet routing algorithm that routes an arbitrary permutation in T steps with probability $1 - Q$ is proved. It is shown that this lower bound is almost optimal by proving the existence, for every $e^{3} \log N \leqq T \leqq N^{{1 / 2}}$, of an oblivious algorithm that terminates in T steps with probability $1 - Q$ and uses $(1- Q + o(1)) \log ({N / T}) - \log Q$ independent random bits. This result is complemented with an explicit construction of a family of oblivious algorithms that use less than a factor of $\log N$ more random bits than the optimal algorithm achieving the same run-time. |
| Starting Page | 256 |
| Ending Page | 266 |
| Page Count | 11 |
| File Format | |
| ISSN | 00975397 |
| DOI | 10.1137/0219017 |
| e-ISSN | 10957111 |
| Journal | SIAM Journal on Computing (SMJCAT) |
| Issue Number | 2 |
| Volume Number | 19 |
| Language | English |
| Publisher | Society for Industrial and Applied Mathematics |
| Publisher Date | 2006-07-31 |
| Access Restriction | Subscribed |
| Subject Keyword | resource trade-off permutation routing Analysis of algorithms and problem complexity communication networks randomized algorithms Network design and communication Combinatorics |
| Content Type | Text |
| Resource Type | Article |
| Subject | Mathematics Computer Science |
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