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08/22/2022
LEAPER: Fast and Accurate FPGA-based System Performance Prediction via Transfer Learning
Machine learning has recently gained traction as a way to overcome the s...
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06/06/2022
Dissecting Tensor Cores via Microbenchmarks: Latency, Throughput and Numerical Behaviors
Tensor Cores have been an important unit to accelerate Fused Matrix Mult...
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05/15/2022
Sibyl: Adaptive and Extensible Data Placement in Hybrid Storage Systems Using Online Reinforcement Learning
Hybrid storage systems (HSS) use multiple different storage devices to p...
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07/19/2021
Accelerating Weather Prediction using Near-Memory Reconfigurable Fabric
Ongoing climate change calls for fast and accurate weather and climate m...
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09/17/2020
NERO: A Near High-Bandwidth Memory Stencil Accelerator for Weather Prediction Modeling
Ongoing climate change calls for fast and accurate weather and climate m...
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08/07/2019