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

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 in Proceedings of the Workshops of the EDBT/ICDT 2017 Joint Conference (EDBT/ICDT 2017), Venice, Italy, March 21-24, 2017. 2017 .

Big data analytics is a critical and unavoidable process in any business and industrial environment. Nowadays, companies that do exploit big data’s inner value get more economic revenue than the ones which do not. Once companies have determined their big data strategy, they face another serious problem: in-house designing and building of a scalable system that runs their business intelligence is difficult. The PROTEUS project aims to design, develop, and provide an open ready-to-use big data software architecture which is able to handle extremely large historical data and data streams and supports online machine learning predictive analytics and real-time interactive visualization. The overall evaluation of PROTEUS is carried out using a real industrial scenario.
PROTEUS: Scalable Online ... - Download
Further Information
Tags EDBT/ICDT