Vortex: Overcoming Memory Capacity Limitations in GPU-Accelerated Large-Scale Data Analytics
Yichao Yuan, Advait Iyer, Lin Ma, Nishil Talati
Under review at VLDB 2025
Publications
QUETZAL: Vector Acceleration Framework for Modern Genome Sequence Analysis Algorithms
Julian Pavon, Ivan Vargas Valdivieso, Carlos Rojas, Cesar Hernandez, Mehmet Aslan, Roger Figueras, Yichao Yuan, Joël Lindegger, Mohammed Alser, Francesc Moll, Santiago Marco-Sola, Oguz Ergin, Nishil Talati, Onur Mutlu, Osman Unsal, Mateo Valero, Adrian Cristal
Published in ISCA 2024
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Everest: GPU-Accelerated System For Mining Temporal Motifs
Yichao Yuan, Haojie Ye, Sanketh Vedula, Wynn Kaza, Nishil Talati
Published in VLDB 2024
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Mint: An Accelerator For Mining Temporal Motifs
Nishil Talati, Haojie Ye, Sanketh Vedula, Kuan-Yu Chen, Yuhan Chen, Daniel Liu, Yichao Yuan, David Blaauw, Alex Bronstein, Trevor Mudge, Ronald Dreslinski
Published in MICRO 2022
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