Prof. Dr. Tilmann Rabl


We try to keep an up to date list of all our publications. If you are interested in a PDF that we have not uploaded yet, feel free to send us an email to get a copy. All recent publications you will find below. For older, please click appropriate year.

Publications of the years 2020, 2019, 2018, 20172016, 2015, 2014, 2013, 2012, 2011, 2010, 2009, 2008, 2007


  • Distributed Machine Learning-but at what COST?Boden, Christoph; Rabl, Tilmann; Markl, Volker in Machine Learning Systems Workshop at the 2017 Conference on Neural Information Processing Systems (2017).
  • Big Stream Processing Systems (Dagstuhl Seminar 17441).Rabl, Tilmann; Sakr, Sherif; Hirzel, Martin in Dagstuhl Reports (2017). 7(10) 111--138.
  • PEEL: A Framework for Ben... - Download
    PEEL: A Framework for Benchmarking Distributed Systems and Algorithms.Boden, Christoph; Alexandrov, Alexander; Kunft, Andreas; Rabl, Tilmann; Markl, Volker (2017). 9-24.
  • Query Centric Partitionin... - Download
    Query Centric Partitioning and Allocation for Partially Replicated Database Systems.Rabl, Tilmann; Jacobsen, Hans-Arno (2017). 315-330.
  • Benchmarking Data Flow Sy... - Download
    Benchmarking Data Flow Systems for Scalable Machine Learning.Boden, Christoph; Spina, Andrea; Rabl, Tilmann; Markl, Volker (2017). 1-10.
  • I²: Interactive Real-Tim... - Download
    I²: Interactive Real-Time Visualization for Streaming Data.Traub, Jonas; Steenbergen, Nikolaas; Grulich, Philipp; Rabl, Tilmann; Markl, Volker (2017). 526-529.
  • PROTEUS: Scalable Online ... - Download
    PROTEUS: Scalable Online Machine Learning for Predictive Analytics and Real-Time Interactive Visualization.Monte, Bonaventura Del; Karimov, Jeyhun; Mahdiraji, Alireza Rezaei; Rabl, Tilmann; Markl, Volker (2017).
  • STREAMLINE - Streamlined ... - Download
    STREAMLINE - Streamlined Analysis of Data at Rest and Data in Motion.Grulich, Philipp; Rabl, Tilmann; Markl, Volker; Sidló, Csaba István; Benczúr, András A. (2017).
  • Optimized On-Demand Data ... - Download
    Optimized On-Demand Data Streaming from Sensor Nodes.Traub, Jonas; Breß, Sebastian; Rabl, Tilmann; Katsifodimos, Asterios; Markl, Volker (2017). 586-597.
  • Analysis of TPC-DS: the F... - Download
    Analysis of TPC-DS: the First Standard Benchmark for SQL-Based Big Data Systems.Poess, Meikel; Rabl, Tilmann; Jacobsen, Hans-Arno (2017). 573-585.
  • Gilbert: Declarative Spar... - Download
    Gilbert: Declarative Sparse Linear Algebra on Massively Parallel Dataflow Systems.Rohrmann, Till; Schelter, Sebastian; Rabl, Tilmann; Markl, Volker (2017). 269-288.
  • BlockJoin: Efficient Matr... - Download
    BlockJoin: Efficient Matrix Partitioning Through Joins.Kunft, Andreas; Katsifodimos, Asterios; Schelter, Sebastian; Rabl, Tilmann; Markl, Volker in Proceedings of the VLDB Endowment (2017). 10(13) 2061-2072.