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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Bader, D.A. Kanade, V. Madduri, K. |
| Copyright Year | 2007 |
| Description | Author affiliation: Coll. of Comput., Georgia Inst. of Technol., Atlanta, GA (Bader, D.A.; Kanade, V.; Madduri, K.) |
| Abstract | Due to fundamental physical limitations and power constraints, we are witnessing a radical change in commodity microprocessor architectures to multicore designs. Continued performance on multicore processors now requires the exploitation of concurrency at the algorithmic level. In this paper, we identify key issues in algorithm design for multicore processors and propose a computational model for these systems. We introduce SWARM (software and algorithms for running on multi-core), a portable open-source parallel library of basic primitives that fully exploit multicore processors. Using this framework, we have implemented efficient parallel algorithms for important primitive operations such as prefix-sums, pointer-jumping, symmetry breaking, and list ranking; for combinatorial problems such as sorting and selection; for parallel graph theoretic algorithms such as spanning tree, minimum spanning tree, graph decomposition, and tree contraction; and for computational genomics applications such as maximum parsimony. The main contributions of this paper are the design of the SWARM multicore framework, the presentation of a multicore algorithmic model, and validation results for this model. SWARM is freely available as open-source from http://multicore-swarm.sourceforge.net/. |
| Starting Page | 1 |
| Ending Page | 8 |
| File Size | 392884 |
| Page Count | 8 |
| File Format | |
| ISBN | 1424409098 |
| DOI | 10.1109/IPDPS.2007.370681 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2007-03-26 |
| Publisher Place | Italy |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Parallel programming Multicore processing Open source software Tree graphs Concurrent computing Algorithm design and analysis Microprocessors Computer architecture Process design Computational modeling |
| Content Type | Text |
| Resource Type | Article |
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