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Samuel Madden

Improving DBMS Scheduling Decisions with Fine-grained Performance Prediction on Concurrent Queries -- Extended

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Jan 27, 2025
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Is the GPU Half-Empty or Half-Full? Practical Scheduling Techniques for LLMs

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Oct 23, 2024
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CascadeServe: Unlocking Model Cascades for Inference Serving

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Jun 20, 2024
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A Declarative System for Optimizing AI Workloads

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May 23, 2024
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Extract-Transform-Load for Video Streams

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Oct 07, 2023
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RITA: Group Attention is All You Need for Timeseries Analytics

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Jun 02, 2023
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Interpretable Outlier Summarization

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Mar 15, 2023
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FactorJoin: A New Cardinality Estimation Framework for Join Queries

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Dec 11, 2022
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Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding

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Jul 19, 2020
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Unnatural Language Processing: Bridging the Gap Between Synthetic and Natural Language Data

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Apr 28, 2020
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