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Dask-cuDF

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// recent coverage 1 mentions

04:00
2026-08-27
arxiv.org
large-language-models

DataKernelBench: Can LLMs Optimize Database Queries on GPUs?

A new benchmark, DataKernelBench, evaluates whether large language models can optimize database queries on GPUs, achieving up to 2.11x speedup over torch.compile on TPC-H SF10 with an H100 GPU. The be…

// co-occurs with top 7 entities
DataKernelBench 1 PyTorch 1 TorchPlan 1 CUDA 1 Triton 1 TPC-H 1 H100 1
// topics top 3 topics
large language models 1 ai research 1 ai infrastructure 1