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Extending Relational Query Processing with ML Inference., , , , , , , , , and 3 other author(s). CIDR, www.cidrdb.org, (2020)GPU Database Systems Characterization and Optimization., , , , and . Proc. VLDB Endow., 17 (3): 441-454 (November 2023)End-to-end Optimization of Machine Learning Prediction Queries., , , , , and . SIGMOD Conference, page 587-601. ACM, (2022)FPGA for Aggregate Processing: The Good, The Bad, and The Ugly., , , , and . ICDE, page 1044-1055. IEEE, (2021)Peregrine: Workload Optimization for Cloud Query Engines., , , , , , and . SoCC, page 416-427. ACM, (2019)ROSA: R Optimizations with Static Analysis., , , and . CoRR, (2017)Runtime Variation in Big Data Analytics., , , and . Proc. ACM Manag. Data, 1 (1): 67:1-67:20 (2023)AutoToken: Predicting Peak Parallelism for Big Data Analytics at Microsoft., , , and . Proc. VLDB Endow., 13 (12): 3326-3339 (2020)The Storage Hierarchy is Not a Hierarchy: Optimizing Caching on Modern Storage Devices with Orthus., , , , , , , , and . FAST, page 307-323. USENIX Association, (2021)The Tensor Data Platform: Towards an AI-centric Database System., , , , , , , , and . CIDR, www.cidrdb.org, (2023)