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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Qishi Wu Yi Gu Mengxia Zhu Rao, N.S.V. |
| Copyright Year | 2008 |
| Description | Author affiliation: Dept of Comput. Sci., Univ. of Memphis, Memphis, TN (Qishi Wu; Yi Gu) |
| Abstract | Supporting high performance computing pipelines over wide-area networks is critical to enabling large-scale distributed scientific applications that require fast responses for interactive operations or smooth flows for data streaming. We construct analytical cost models for computing modules, network nodes, and communication links to estimate the computing times on nodes and the data transport times over connections. Based on these time estimates, we present the efficient linear pipeline configuration method based on dynamic programming that partitions the pipeline modules into groups and strategically maps them onto a set of selected computing nodes in a network to achieve minimum end-to-end delay or maximum frame rate. We implemented this method and evaluated its effectiveness with experiments on a large set of simulated application pipelines and computing networks. The experimental results show that the proposed method outperforms the streamline and greedy algorithms. These results, together with polynomial computational complexity, make our method a potential scalable solution for large practical deployments. |
| Starting Page | 1 |
| Ending Page | 8 |
| File Size | 377953 |
| Page Count | 8 |
| File Format | |
| ISBN | 9781424416936 |
| ISSN | 15302075 |
| DOI | 10.1109/IPDPS.2008.4536465 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2008-04-14 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Computer networks Distributed computing Pipelines Delay estimation High performance computing Large-scale systems Costs Analytical models Dynamic programming Delay effects |
| Content Type | Text |
| Resource Type | Article |
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