An analytical approach to performance/cost modeling of parallel computers:

Abstract: "Although parallel processing has been a focal point of computer architecture research for many years, fundamental questions and trade-offs still remain puzzling, not necessarily because of complexity but because of the multitude of possible answers (e.g., shared vs. distributed memor...

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Bibliographic Details
Main Authors: Andrews, John B. (Author), Polychronopoulos, Constantine D. 1958- (Author)
Format: Book
Language:English
Published: Urbana, Ill. 1991
Series:Center for Supercomputing Research and Development <Urbana, Ill.>: CSRD report 1110
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Summary:Abstract: "Although parallel processing has been a focal point of computer architecture research for many years, fundamental questions and trade-offs still remain puzzling, not necessarily because of complexity but because of the multitude of possible answers (e.g., shared vs. distributed memory, centralized vs. distributed control, vector vs. scaler). This paper addresses one such issue, namely heterogeneous vs. homogeneous parallel machine organizations
Using simple performance and cost models, we argue that multiprocessors based on a fast global control unit capable of fast execution of serial code, and capable of managing an ensemble of slower processors, offer a performance/cost ratio significantly better than any comparable homogeneous multiprocessor with distributed control. Although the issue of "deliverable" performance is an open question, it appears that such systems can achieve faster execution and higher program speedups at a much lower cost.
Physical Description:30 S.

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