Large parallel processing revisited: A second tutorial
dc.contributor.author | Davidson David B. | |
dc.date.accessioned | 2011-05-15T15:59:16Z | |
dc.date.available | 2011-05-15T15:59:16Z | |
dc.date.issued | 1992 | |
dc.description.abstract | An efficient parallel LU algorithm that is suitable for a local-memory MIMD (multiple input multiple data) computer, such as an array of transputers, is described. A graphical approach is used to elucidate the algorithm. The results of a theoretical timing analysis are given. Some methods for reducing the communication load, by intelligent exploitation of the capabilities of certain parallel hardware, are described. Timing results for a code implementing the algorithm on a transputer array are given and compared to results for a parallel conjugate-gradient algorithm. The stability of LU decomposition is discussed. Pivoting is briefly reviewed, although the algorithm described in this paper does not implement this, at present. PARNEC, a parallel version of NEC2, is described. The parallel generation of the matrix elements is discussed, and a solution for NEC2 presented. Results for a preliminary test of the accuracy of PARNEC are given. The choice of a CG or LU solver for the solution of the system of linear equations generated by method-of-moment formulation and new parallel hardware are discussed. | |
dc.description.version | Article | |
dc.identifier.citation | IEEE Antennas and Propagation Magazine | |
dc.identifier.citation | 34 | |
dc.identifier.citation | 5 | |
dc.identifier.issn | 10459243 | |
dc.identifier.other | 10.1109/74.163806 | |
dc.identifier.uri | http://hdl.handle.net/10019.1/11093 | |
dc.subject | Algorithms | |
dc.subject | Matrix algebra | |
dc.subject | Parallel processing systems | |
dc.subject | Linear equations | |
dc.subject | method of moments | |
dc.subject | MIMD computer | |
dc.subject | Parallel conjugate-gradient algorithm | |
dc.subject | Parallel LU algorithm | |
dc.subject | PARNEC algorithm | |
dc.subject | Transputer array | |
dc.subject | Digital signal processing | |
dc.title | Large parallel processing revisited: A second tutorial | |
dc.type | Article |