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A System for Evaluating Performance and Cost of SIMD Array Designs by Martin C. Herbordt; Jade Cravy; Renoy Sam; Owais Kidwai; Calvin Lin is a Computer Science article available to read on EtoBox.

What is A System for Evaluating Performance and Cost of SIMD Array Designs about?

SIMD arrays are likely to become increasingly important as coprocessors in domain specific systems as architects continue to leverage RAM technology in their design. The problem this work addresses is the efficient evaluation of SIMD arrays with respect to complex applications while accounting for operating frequency and chip area. The underlying issues include the size of the architecture space, the lack of portability of the test programs, and the inherent complexity of simulating up to hundreds of thousands of processing elements. The overall method we use is to combine architecture level and Electronic Design Automation (EDA) level modeling by using an EDA-based tool to calibrate architectural simulations. The resulting system retains much of the high throughput of the architecture level simulator but it also has accuracy similar to that of an early pass EDA synthesis and circuit simulation. The particular problem of computational cost of the architectural level simulation is addressed with a novel approach to trace-based simulation (we call it trace compilation), which we find to be one to two orders of magnitude faster than instruction level simulation while still retaining m

Who reads A System for Evaluating Performance and Cost of SIMD Array Designs?

Author

Martin C. Herbordt; Jade Cravy; Renoy Sam; Owais Kidwai; Calvin Lin

Publisher

Elsevier Science; Elsevier ; Elsevier Inc.; Elsevier BV (ISSN 0743-7315)

Published

2000

Language

EN

Field

Computer Science (Physical Sciences)