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HPI Data Engineering Systems

Data Engineering Systems Group at the Hasso Plattner Institute.

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  1. inferdb inferdb Public

    Code for "InferDB: InferDB: In-Database Machine Learning Inference Using Indexes"

    Python 1 1

  2. perma-bench perma-bench Public

    A benchmarking suite to evaluate the performance of persistent memory access (PerMA-Bench @ VLDB '22)

    C++ 17 2

  3. viper viper Public

    Viper: A hybrid PMem-DRAM Key-Value Store for Persistent Memory (VLDB '21)

    C++ 72 28

  4. multi-gpu-sorting multi-gpu-sorting Public

    This repository contains the source code for our ACM SIGMOD '22 paper (Evaluating Multi-GPU Sorting with Modern Interconnects)

    Cuda 5 1

  5. mmlib mmlib Public

    Efficiently Managing Deep Learning Models in a Distributed Environment (Awarded as best paper @ EDBT 2022)

    Python 2

  6. rmg-sort rmg-sort Public

    RMG Sort: Radix-Partitioning-Based Multi-GPU Sorting (BTW '23)

    Cuda 4

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