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.
Data management systems research at TU Berlin is spearheaded by the Database Systems and Information Management (DIMA) Group, the Big Data Management (BigDaMa) Group, as well as the affiliated Intelligent Analytics for Massive Data (IAM) Research Group at the German Research Center for Artificial Intelligence (DFKI). Jointly, our research activities encompass a wide variety of database topics, including benchmarking, data integration, modern hardware, and scalable data processing. As of Fall 2018, the current team is comprised of three university professors, thirteen senior and postdoc researchers, twenty PhD students, and several research assistants. Among our notable accomplishments is the DFG-funded Stratosphere Research Unit, which laid the groundwork for what would later become Apache Flink. DIMA has also been leading the Berlin Big Data Center, one of only two BMBF-funded Big Data Competence Centers in Germany since 2014. In addition, DIMA is co-directing the Berlin Center for Machine Learning, one of four BMBF-funded Machine Learning Competence Centers in Germany.
Benchmarking Distributed Data Processing Systems for Machine Learning Workloads.Boden, Christoph; Rabl, Tilmann; Schelter, Sebastian; Markl, Volker R. Nambiar, Poess, M. (reds.) (2018). 42-57.