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HPI Data Engineering Systems

Data Engineering Systems Group at the Hasso Plattner Institute.

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  1. alsatian Public

    Code for "Alsatian: Optimizing Model Search for Deep Transfer Learning" @ SIGMOD 2025

    Python 1

  2. skyrise Public

    Skyrise is a research project exploring data processing on elastic cloud resources.

    C++ 10

  3. inferdb Public

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

    Python 5 1

  4. perma-bench Public

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

    C++ 18 2

  5. 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

  6. mmlib Public

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

    Python 2

Repositories

Showing 10 of 35 repositories
  • server-buy-advisor Public

    A tool for quantifying the total CO2 cost of ownership of database servers.

    Jupyter Notebook 0 0 0 3 Updated Apr 10, 2025
  • alsatian Public

    Code for "Alsatian: Optimizing Model Search for Deep Transfer Learning" @ SIGMOD 2025

    Python 1 0 0 0 Updated Apr 9, 2025
  • HDP-Code-Examples Public

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

    C++ 1 1 0 1 Updated Apr 4, 2025
  • pq-bench Public
    Python 0 0 0 0 Updated Apr 1, 2025
  • thesis-proposal-template Public

    This is a Latex template for thesis proposals at the Data Engineering Systems Group.

    TeX 10 19 0 1 Updated Mar 19, 2025
  • skyrise Public

    Skyrise is a research project exploring data processing on elastic cloud resources.

    C++ 10 MIT 0 0 0 Updated Mar 13, 2025
  • cxlbench Public
    0 MIT 0 0 0 Updated Mar 2, 2025
  • 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.

    Python 7 Apache-2.0 5 3 1 Updated Feb 25, 2025
  • DESengine Public
    Java 2 0 0 0 Updated Oct 7, 2024
  • Ghostwriter Public

    Ghostwriter - a distributed message broker on RDMA and NVM

    Jupyter Notebook 0 Apache-2.0 0 0 0 Updated Jun 23, 2024

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