AGILE is a GPU-centric asynchronous I/O library that uses a background GPU service to avoid deadlock while issuing NVMe requests, with a customizable HBM software cache and up to 1.75x speedup over BaM on recommendation models.
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AGILE: Lightweight and Efficient Asynchronous GPU-SSD Integration
AGILE is a GPU-centric asynchronous I/O library that uses a background GPU service to avoid deadlock while issuing NVMe requests, with a customizable HBM software cache and up to 1.75x speedup over BaM on recommendation models.