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08/19/2022
Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching
Recently, Graph Neural Networks (GNNs) have been receiving a spotlight a...
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08/18/2022
L3: Accelerator-Friendly Lossless Image Format for High-Resolution, High-Throughput DNN Training
The training process of deep neural networks (DNNs) is usually pipelined...
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08/15/2021
Mithril: Cooperative Row Hammer Protection on Commodity DRAM Leveraging Managed Refresh
Since its public introduction in the mid-2010s, the Row Hammer (RH) phen...
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02/22/2020