Towards a Linear-Algebraic Hypervisor
Fuente:
arXiv
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| Format: | Preprint |
| Published: |
2026
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| _version_ | 1866917408358268928 |
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| author | Considine, Breandan |
| author_facet | Considine, Breandan |
| contents | Many techniques in program synthesis, superoptimization, and array programming require parallel rollouts of general-purpose programs. GPUs, while capable targets for domain-specific parallelism, are traditionally underutilized by such workloads. Motivated by this opportunity, we introduce a pleasingly parallel virtual machine and benchmark its performance by evaluating millions of concurrent array programs, observing speedups up to $147\times$ relative to serial evaluation. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2604_12902 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | Towards a Linear-Algebraic Hypervisor Considine, Breandan Programming Languages Distributed, Parallel, and Cluster Computing Performance Many techniques in program synthesis, superoptimization, and array programming require parallel rollouts of general-purpose programs. GPUs, while capable targets for domain-specific parallelism, are traditionally underutilized by such workloads. Motivated by this opportunity, we introduce a pleasingly parallel virtual machine and benchmark its performance by evaluating millions of concurrent array programs, observing speedups up to $147\times$ relative to serial evaluation. |
| title | Towards a Linear-Algebraic Hypervisor |
| topic | Programming Languages Distributed, Parallel, and Cluster Computing Performance |
| url | https://arxiv.org/abs/2604.12902 |