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@hpdps-group

HPDPS Lab

The High Performance Data Processing Systems (HPDPS) group led by Dr. Dingwen Tao at ICT, CAS.

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  1. cuSZ cuSZ Public

    Forked from szcompressor/cuSZ

    A GPU accelerated error-bounded lossy compression for scientific data.

    Cuda 3 1

  2. ICS23-GPULZ ICS23-GPULZ Public

    GPULZ: Optimizing LZSS Lossless Compression for Multi-byte Data on Modern GPUs

    Cuda 14 1

  3. JPDC-TSM2X JPDC-TSM2X Public

    Forked from codyjrivera/tsm2x-imp

    Implementation of TSM2L and TSM2R -- High-Performance Tall-and-Skinny Matrix-Matrix Multiplication Algorithms for CUDA

    Cuda

  4. ICS23-HEAT ICS23-HEAT Public

    HEAT: A High-Performance Training System for Collaborative Filtering Based Recommendation on CPUs

    C++ 1 1

  5. HPDC22-TAC HPDC22-TAC Public

    Artifacts of HPDC'22 paper "TAC: An error-bounded lossy compressor for high-dimensional adaptive mesh refinement (AMR) data"

    C++ 1 1

  6. VLDB22-COMET VLDB22-COMET Public

    Artifacts of VLDB'22 paper "COMET: A Novel Memory-Efficient Deep Learning TrainingFramework by Using Error-Bounded Lossy Compression"

    C++ 9 2

Repositories

Showing 10 of 29 repositories
  • SDP4Bit Public Forked from bytedance/SDP4Bit

    The official implementation of the paper "SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training".

    hpdps-group/SDP4Bit’s past year of commit activity
    Python 0 Apache-2.0 3 0 0 Updated Dec 25, 2024
  • hipSZ Public

    A portable implementation of SZ lossy compression for AMD GPUs and Hygon DCUs.

    hpdps-group/hipSZ’s past year of commit activity
    C++ 6 0 0 0 Updated Dec 21, 2024
  • PhoenixOS Public Forked from SJTU-IPADS/PhoenixOS

    Fast OS-level support for GPU checkpoint and restore

    hpdps-group/PhoenixOS’s past year of commit activity
    C 0 Apache-2.0 10 0 0 Updated Dec 20, 2024
  • SC23-AMRIC Public

    Artifacts of SC'23 paper "AMRIC: A Novel In Situ Lossy Compression Framework for Efficient I/O in Adaptive Mesh Refinement Applications"

    hpdps-group/SC23-AMRIC’s past year of commit activity
    C++ 5 2 0 0 Updated Aug 5, 2024
  • SC24-SOLAR Public

    Artifacts of SC'24 paper "A High-Performance Data Loading Framework for Distributed DNN Training with Remote Storage".

    hpdps-group/SC24-SOLAR’s past year of commit activity
    Python 2 0 0 0 Updated Apr 11, 2024
  • ICS23-GPULZ Public

    GPULZ: Optimizing LZSS Lossless Compression for Multi-byte Data on Modern GPUs

    hpdps-group/ICS23-GPULZ’s past year of commit activity
    Cuda 14 1 0 0 Updated Mar 17, 2024
  • FCBench Public

    FCBench: Benchmarking of Lossless Compression for Floating-Point Data

    hpdps-group/FCBench’s past year of commit activity
    C 2 0 1 0 Updated Feb 9, 2024
  • EuroSys24-AsyncSchedule4IO Public Forked from jinsian/EuroSys-AsyncSchedule4IO

    Artifact of EuroSys'24 paper "Concealing Compression-accelerated I/O for HPC Applications through In Situ Task Scheduling"

    hpdps-group/EuroSys24-AsyncSchedule4IO’s past year of commit activity
    C 0 1 0 0 Updated Sep 30, 2023
  • hpdps-group/SC23-AMRIC-Image’s past year of commit activity
    0 2 0 0 Updated Jun 24, 2023
  • PPOPP23-TDC Public
    hpdps-group/PPOPP23-TDC’s past year of commit activity
    Cuda 5 2 2 0 Updated Jun 15, 2023

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