Hasso-Plattner-Institut
Prof. Dr. Felix Naumann
 

Phillip Wenig

Ph.D. student at the Infomation Systems Research Group at Hasso Plattner Institute for Software Systems Engineering

Contact Information

Hasso-Plattner-Institut
für Softwaresystemtechnik
Prof.-Dr.-Helmert-Straße 2-3
D-14482 Potsdam

Phone: +49 331 5509 237
Fax: +49 331 5509 237
Room: F-2.04
Email: Phillip.Wenig

Research Interests

  • Distributed Computing
  • Machine Learning
  • Time Series Analysis

Projects

Time Series Anomaly Detection

Distributed Machine Learning

Teaching

Summer semester 2020

Winter semester 2020 / 2021

Summer semester 2021

Winter semester 2021 / 2022

Published Software

  • Actix Telepathy (Rust extension for Actix to allow remote actors)
  • DataGossip (PyTorch extension for asynchronous distributed data parallel machine learning)

Publications

  • Sebastian Schmidl, Phillip Wenig, Thorsten Papenbrock: Anomaly Detection in Time Series: A Comprehensive Evaluation. Proceedings of the VLDB Endowment (PVLDB), 2022 (to appear)
    [Project Page]
  • Phillip Wenig, Thorsten Papenbrock: DataGossip: A Data Exchange Extension for Distributed Machine Learning Algorithms. Proceedings of the International Conference on Extending Database Technology (EDBT), 2022
    [Paper][GitHub][DOI:10.48786/edbt.2022.24]
  • Johannes Schneider, Phillip Wenig, Thorsten Papenbrock: Distributed detection of sequential anomalies in univariate time series. The VLDB Journal (2021)
    [Paper][Poster][Project Page]