[2604.12902] Towards a Linear-Algebraic Hypervisor

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Computer Science > Programming Languages

arXiv:2604.12902 (cs)

[Submitted on 14 Apr 2026]

Title:Towards a Linear-Algebraic Hypervisor

Authors:Breandan Considine<br>View a PDF of the paper titled Towards a Linear-Algebraic Hypervisor, by 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.

Subjects:

Programming Languages (cs.PL); Distributed, Parallel, and Cluster Computing (cs.DC); Performance (cs.PF)

Cite as:<br>arXiv:2604.12902 [cs.PL]

(or<br>arXiv:2604.12902v1 [cs.PL] for this version)

https://doi.org/10.48550/arXiv.2604.12902

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arXiv-issued DOI via DataCite

Submission history<br>From: Breandan Considine [view email]<br>[v1]<br>Tue, 14 Apr 2026 15:49:31 UTC (13 KB)

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