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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: In-Database Machine Learning Inference Using Indexes"

    Python 5 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++ 73 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

Repositories

Showing 10 of 30 repositories
  • End-to-end-ML-System-Benchmark Public

    A modular suite for benchmarking all stages of Machine Learning pipelines. To find bottlenecks in such pipelines and compare different ML tools, this framework can calculate and visualize several metrics in the data preparation, model training, model validation and inference stages.

    hpides/End-to-end-ML-System-Benchmark’s past year of commit activity
    Python 6 Apache-2.0 5 3 1 Updated Nov 4, 2024
  • hpides/DESengine’s past year of commit activity
    Java 2 0 0 0 Updated Oct 7, 2024
  • HDP-Code-Examples Public

    Repository for code examples of the Hardware-Conscious Data Processing lecture

    hpides/HDP-Code-Examples’s past year of commit activity
    C++ 1 1 0 1 Updated Aug 2, 2024
  • Ghostwriter Public

    Ghostwriter - a distributed message broker on RDMA and NVM

    hpides/Ghostwriter’s past year of commit activity
    Jupyter Notebook 0 Apache-2.0 0 0 0 Updated Jun 23, 2024
  • inferdb Public

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

    hpides/inferdb’s past year of commit activity
    Python 5 MIT 1 0 0 Updated Apr 25, 2024
  • rmg-sort Public

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

    hpides/rmg-sort’s past year of commit activity
    Cuda 4 Apache-2.0 0 0 0 Updated Apr 10, 2024
  • stork Public Forked from ilin-t/stork
    hpides/stork’s past year of commit activity
    Python 0 1 0 0 Updated Mar 5, 2024
  • vectorized-hash-tables Public

    Code and results for our paper "Analyzing Vectorized Hash Tables Across CPU Architectures" @ VLDB '23.

    hpides/vectorized-hash-tables’s past year of commit activity
    C++ 22 1 0 0 Updated Feb 2, 2024
  • BDL Public

    Code and Tutorials for Big Data Lab

    hpides/BDL’s past year of commit activity
    Shell 1 7 0 0 Updated Jan 23, 2024
  • babelmr-applications Public

    Code for our paper "BabelMR: A Polyglot Framework for Serverless MapReduce"

    hpides/babelmr-applications’s past year of commit activity
    Python 2 MIT 1 0 0 Updated Aug 22, 2023