PhD Candidate at the Data Engineering Systems Group - Hasso Plattner Institute (@hpides). Currently working on Distributed ML Systems and Parameter Servers.
- Berlin, Germany
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"How to Do Great Research" Course for Ph.D. Students
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 m…
This repository provides a translator for pandas udfs into sql udf to enhance enhance performance working with pandas dataframes.
GpusDoneRight(tm) is a collection of C++ classes (in .h files) to simplify the programming of GPUs.
CUDA implementation of parallel radix sort using Blelloch scan
A JSON-based schema for storing declarative descriptions of machine learning experiments