HPI Data Engineering Systems
Data Engineering Systems Group at the Hasso Plattner Institute.
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- Germany
- https://hpi.de/rabl
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- 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 - 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 - 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 - babelmr-applications Public
Code for our paper "BabelMR: A Polyglot Framework for Serverless MapReduce"
hpides/babelmr-applications’s past year of commit activity