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<titleInfo><title>Reducing Compute Waste in LLMs through Kernel-Level DVFS</title></titleInfo>




















<originInfo><dateIssued encoding="w3cdtf">2026</dateIssued>
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<relatedItem type="host"><identifier type="doi">10.48550/ARXIV.2601.08539</identifier>
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<mla>&lt;i&gt;Reducing Compute Waste in LLMs through Kernel-Level DVFS&lt;/i&gt;. 2026, doi:&lt;a href=&quot;https://doi.org/10.48550/ARXIV.2601.08539&quot;&gt;10.48550/ARXIV.2601.08539&lt;/a&gt;.</mla>
<bibtex>@article{Reducing Compute Waste in LLMs through Kernel-Level DVFS_2026, DOI={&lt;a href=&quot;https://doi.org/10.48550/ARXIV.2601.08539&quot;&gt;10.48550/ARXIV.2601.08539&lt;/a&gt;}, year={2026} }</bibtex>
<ama>Reducing Compute Waste in LLMs through Kernel-Level DVFS. Published online 2026. doi:&lt;a href=&quot;https://doi.org/10.48550/ARXIV.2601.08539&quot;&gt;10.48550/ARXIV.2601.08539&lt;/a&gt;</ama>
<ieee>“Reducing Compute Waste in LLMs through Kernel-Level DVFS,” 2026, doi: &lt;a href=&quot;https://doi.org/10.48550/ARXIV.2601.08539&quot;&gt;10.48550/ARXIV.2601.08539&lt;/a&gt;.</ieee>
<apa>&lt;i&gt;Reducing Compute Waste in LLMs through Kernel-Level DVFS&lt;/i&gt;. (2026). &lt;a href=&quot;https://doi.org/10.48550/ARXIV.2601.08539&quot;&gt;https://doi.org/10.48550/ARXIV.2601.08539&lt;/a&gt;</apa>
<short>(2026).</short>
<chicago>“Reducing Compute Waste in LLMs through Kernel-Level DVFS,” 2026. &lt;a href=&quot;https://doi.org/10.48550/ARXIV.2601.08539&quot;&gt;https://doi.org/10.48550/ARXIV.2601.08539&lt;/a&gt;.</chicago>
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