Fast End-to-End Performance Simulation of Accelerated Hardware-Software Stacks

The increased use of hardware acceleration has created a need for efficient simulators of the end-to-end performance of accelerated hardware-software stacks: both software and hardware developers need to evaluate the impact of their design choices on overall system performance. However, accurate full-stack simulations are extremely slow, taking hours to simulate just 1 second of real execution. As a result, development of accelerated stacks is non-interactive, and this hurts productivity.

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Publication Details

Published
2025-10-01
DOI
https://doi.org/10.1145/3731569.3764825
Primary Topic
Power Line Communications and Noise
Type
article
Field-Weighted Citation Impact
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article

Fast End-to-End Performance Simulation of Accelerated Hardware-Software Stacks

Power Line Communications and Noise
article

Fast End-to-End Performance Simulation of Accelerated Hardware-Software Stacks

article en

Abstract

The increased use of hardware acceleration has created a need for efficient simulators of the end-to-end performance of accelerated hardware-software stacks: both software and hardware developers need to evaluate the impact of their design choices on overall system performance. However, accurate full-stack simulations are extremely slow, taking hours to simulate just 1 second of real execution. As a result, development of accelerated stacks is non-interactive, and this hurts productivity.

Max Planck Institute for Software Systems (DE), École Polytechnique Fédérale de Lausanne (CH), University of California, Berkeley (US)
Decent work and economic growth
Openalex Percentile: Top 50%
Power Line Communications and Noise
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