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PipeArch: Generic and Context-Switch Capable Data Processing on FPGAs., and . ACM Trans. Reconfigurable Technol. Syst., 14 (1): 3:1-3:28 (2020)Centaur: A Framework for Hybrid CPU-FPGA Databases., , , and . FCCM, page 211-218. IEEE Computer Society, (2017)HyperLogLog Sketch Acceleration on FPGA., , , , , and . FPL, page 47-56. IEEE, (2020)Layerwise Systematic Scan: Deep Boltzmann Machines and Beyond., , and . CoRR, (2017)In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle., , , , , , , , , and 2 other author(s). SIGMOD Conference, page 1286-1300. ACM, (2022)FPGA-Accelerated Dense Linear Machine Learning: A Precision-Convergence Trade-Off., , , , and . FCCM, page 160-167. IEEE Computer Society, (2017)Stochastic Gradient Descent without Full Data Shuffle., , , , , , , , , and 2 other author(s). CoRR, (2022)FPGA-Accelerated Analytics: From Single Nodes to Clusters., , and . Found. Trends Databases, 9 (2): 101-208 (2020)Tackling Hardware/Software co-design from a database perspective., , , , , , , and . CIDR, www.cidrdb.org, (2020)Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-precision Learning (Technical Report)., , , , , and . CoRR, (2019)