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arXiv · 2604.12902

Towards a Linear-Algebraic Hypervisor

Breandan Considine
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Abstract

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.

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Breandan Considine. 2026-04-14. Towards a Linear-Algebraic Hypervisor. https://arxiv.org/abs/2604.12902

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