Thomas Fahringer

ndzip-gpu

2021

Lossless data compression is a promising software approach for reducing the bandwidth requirements of scientific applications on accelerator clusters without introducing approximation errors. Suitable compressors must be able to effectively compact floating-point data while saturating …

Orchestration of Serverless Functions for Scalable Association Rule Mining with Apollo

2024

In light of the enormous increase in data generated each day, machine learning methodologies must be continuously improved and adapted to deal with ever-larger amounts of data. As an example of machine learning, we discuss …