Abstract: Due to their high peak performance and energy efficiency, massively parallel accelerators such as GPUs are quickly spreading in high-performance computing, where large amounts of ...

Abstract: Lossless compressors have very low compression ratios that do not meet the needs of today’s large-scale scientific applications that produce vast volumes of data. Error-bounded lossy ...

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DietGPU is a library for fast specialized lossless compression of data on Nvidia GPUs, meant for ML/HPC applications. It also contains the first publicly available GPU-based generalized asymmetric ...