Pathway: a fast and flexible unified stream data processing framework for analytical and Machine Learning applications

no code implementations • 12 Jul 2023 • Michal Bartoszkiewicz, Jan Chorowski, Adrian Kosowski, Jakub Kowalski, Sergey Kulik, Mateusz Lewandowski, Krzysztof Nowicki, Kamil Piechowiak, Olivier Ruas, Zuzanna Stamirowska, Przemyslaw Uznanski

The framework was created with the original motivation of resolving challenges faced when analyzing and processing data from the physical economy, including streams of data generated by IoT and enterprise systems.

Benchmarking

Cluster-and-Conquer: When Randomness Meets Graph Locality

no code implementations • 22 Oct 2020 • George Giakkoupis, Anne-Marie Kermarrec, Olivier Ruas, François Taïani

K-Nearest-Neighbors (KNN) graphs are central to many emblematic data mining and machine-learning applications.

Clustering