A configurable Mu itiprocessor and dynamic load balancing for parallel LU factorization
Document Type
Conference Proceeding
Publication Date
12-1-2004
Abstract
The exponentially increasing complexity of many scientific applications and the high cost of supercomputing force us to explore new, sustainable, and affordable high-performance computing platforms. Recent significant advances in FPGA technology and the inherent advantages of configurable logic have brought about new research efforts in the configurable computing field: parallel processing on configurable chips. We explore here parallel LU factorization of large sparse block-diagonal-bordered (BDB) matrices on a configurable multiprocessor that we have designed and implemented. A dynamic load balancing strategy is proposed and analyzed. Performance results for IEEE power test systems are provided. Our research provides evidence that configurable logic can be a viable alternative to high-performance scientific computing.
Identifier
12444286785 (Scopus)
ISBN
[0769521320, 9780769521329]
Publication Title
Proceedings International Parallel and Distributed Processing Symposium IPDPS 2004 Abstracts and Cd Rom
First Page
3231
Last Page
3238
Volume
18
Recommended Citation
Wang, Xiaofang and Ziavras, Sotirios G., "A configurable Mu itiprocessor and dynamic load balancing for parallel LU factorization" (2004). Faculty Publications. 20083.
https://digitalcommons.njit.edu/fac_pubs/20083
