Hasso-Plattner-Institut
Prof. Dr. Tilmann Rabl
  
 

Publications

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

2019

  • ADABench - Towards an Ind... - Download
    Rabl, T., Brücke, C., Härtling, P., Stars, S., Palacios, R.E., Patel, H., Srivastava, S., Boden, C., Meiners, J., Schelter, S.: ADABench - Towards an Industry Standard Benchmark for Advanced Anayltics. (2019).
     
  • Muses: Distributed Data M... - Download
    Kaitoua, A., Rabl, T., Katsifodimos, A., Markl, V.: Muses: Distributed Data Migration System for Polystores.35th IEEE International Conference on Data Engineering, ICDE 2019, Macao, Macao, April 8-11, 2019. pp. 1602-1605. IEEE (2019).
     
  • AStream: Ad-hoc Shared St... - Download
    Karimov, J., Rabl, T., Markl, V.: AStream: Ad-hoc Shared Stream Processing.Proceedings of the 2019 International Conference on Management of Data. pp. 607-622. ACM (2019).
     
  • An Intermediate Represent... - Download
    Kunft, A., Katsifodimos, A., Schelter, S., Breß, S., Rabl, T., Markl, V.: An Intermediate Representation for Optimizing Machine Learning Pipelines.Proceedings of the VLDB Endowment.12,1553-1567 (2019).
     
  • Performance Analysis and ... - Download
    Rosenfeld, V., Breß, S., Zeuch, S., Rabl, T., Markl, V.: Performance Analysis and Automatic Tuning of Hash Aggregation on GPUs.International Workshop on Data Management on New Hardware (DaMoN). ACM (2019).
     
  • Poster: Generating Reprod... - Download
    Grulich, P.M., Traub, J., Breß, S., Katsifodimos, A., Markl, V., Rabl, T.: Poster: Generating Reproducible Out-of-Order Data Streams. Presented at the (2019).
     
  • Definition of Data Stream... - Download
    Margara, A., Rabl, T.: Definition of Data Streams.Encyclopedia of Big Data Technologies (2019).
     
  • Continuous Deployment of ... - Download
    Derakhshan, B., Mahdiraji, A.R., Rabl, T., Markl, V.: Continuous Deployment of Machine Learning Pipelines.Advances in Database Technology - 22nd International Conference on Extending Database Technology, EDBT 2019, Lisbon, Portugal, March 26-29, 2019. pp. 397-408 (2019).
     
  • Efficient Window Aggregat... - Download
    Traub, J., Grulich, P.M., Cuellar, A.R., Breß, S., Katsifodimos, A., Rabl, T., Markl, V.: Efficient Window Aggregation with General Stream Slicing.Advances in Database Technology - 22nd International Conference on Extending Database Technology, EDBT 2019, Lisbon, Portugal, March 26-29, 2019. pp. 97-108 (2019).
     
  • Explanation of Air Pollut... - Download
    Esmailoghli, M., Redyuk, S., Martinez, R., Abedjan, Z., Rabl, T., Markl, V.: Explanation of Air Pollution Using External Data Sources.Datenbanksysteme für Business, Technologie und Web (BTW 2019), 18. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme" (DBIS), 4.-8. März 2019, Rostock, Germany, Workshopband. pp. 297-300 (2019).
     
  • On-the-fly Reconfiguratio... - Download
    Bartnik, A., Monte, B.D., Rabl, T., Markl, V.: On-the-fly Reconfiguration of Query Plans for Stateful Stream Processing Engines.Datenbanksysteme für Business, Technologie und Web (BTW 2019), 18. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme" (DBIS), 4.-8. März 2019, Rostock, Germany, Proceedings. pp. 127-146 (2019).