Accelerating Gravitational N-Body Simulations Using the RISC-V-Based Tenstorrent Wormhole

Although originally developed primarily for artificial intelligence workloads, RISC-V-based accelerators are also emerging as attractive platforms for high-performance scientific computing. In this work, we present our approach to accelerating an astrophysical N-body code on the RISC-V-based Wormhole n300 card developed by Tenstorrent. Our results show that this platform can be highly competitive for astrophysical simulations employing this class of algorithms, delivering more than a 2 × speedup and approximately 2 × energy savings compared to a highly optimized CPU implementation of the same code.

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Publication Details

Published
2025-11-07
DOI
https://doi.org/10.1145/3731599.3767528
Citations
1
Primary Topic
Parallel Computing and Optimization Techniques
Type
article
Field-Weighted Citation Impact
2.27
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article

Accelerating Gravitational N-Body Simulations Using the RISC-V-Based Tenstorrent Wormhole

Jenny Lynn Almerol, Elisabetta Boella, Mario Spera, Daniele Gregori
1 citations
Parallel Computing and Optimization Techniques
2.27
article

Accelerating Gravitational N-Body Simulations Using the RISC-V-Based Tenstorrent Wormhole

Jenny Lynn Almerol, Elisabetta Boella, Mario Spera, Daniele Gregori
article en
1 citations

Abstract

Although originally developed primarily for artificial intelligence workloads, RISC-V-based accelerators are also emerging as attractive platforms for high-performance scientific computing. In this work, we present our approach to accelerating an astrophysical N-body code on the RISC-V-based Wormhole n300 card developed by Tenstorrent. Our results show that this platform can be highly competitive for astrophysical simulations employing this class of algorithms, delivering more than a 2 × speedup and approximately 2 × energy savings compared to a highly optimized CPU implementation of the same code.

Scuola Internazionale Superiore di Studi Avanzati (IT), Azienda Sanitaria Unità Locale di Reggio Emilia (IT)
Openalex Percentile: Top 11%
Parallel Computing and Optimization Techniques
2.27
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Accelerating Gravitational N-Body Simulations Using the RISC-V-Based Tenstorrent Wormhole — Jenny Lynn Almerol, Elisabetta Boella, et al. · (2025) | TGRS Research Map | TGRS