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Sangwon Lee

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Direct Access, High-Performance Memory Disaggregation with DirectCXLUSENIX ATC '222022-07-11
Built a full CXL v2 prototype—DirectCXL prototype—including a CXL root-port CPU, CXL endpoint memory device, reconfigurable switch and a Linux runtime that…
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Hardware/Software Co-Programmable Framework for Computational SSDs to Accelerate Deep...FAST '222022-02-22
HolisticGNN implements a FPGA-based computational SSD that stores graphs as neighbor-oriented adjacency lists, exposes RPC over PCIe and runs programmable GNN…
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TensorPRAM: Designing a Scalable Heterogeneous Deep Learning Accelerator12th USENIX Workshop on Hot Topics in Storage and File Systems (HotStorage '20)2020-07-13
Design replaces DRAM with byte-addressable PRAM inside an FPGA-based accelerator so model weights and activations sit on nonvolatile memory and avoid…
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