Sports Analytics

In interdisciplinary teams made up of sports scientists, engineers and data scientists, Fraunhofer IIS carries out research and development projects on ways of combining sport and technology. The primary focus is on the swift detection of situation-relevant events and the preparation of this information for the user. This is made possible by the use of intelligent algorithmics that filter events out of the positioning data, prompting a quick response with suitable measures.
We decided to pool expertise in this area because of our many years of experience in the processing of sensor data in sports and the use of state-of-the-art technologies.

Löffler, C.; Mutschler, C.; Philippsen, M.: Approximative Event Processing on Sensor Data Streams (Best Poster and Demostration Award). In ACM (Hrsg.): Proceedings of the 9th International Conference on Distributed Event-Based Systems (9th ACM International Conference on Distributed Event-Based Systems, Oslo, Norway). 2015. S. 360—363. – ISBN 978-1-4503-3286-6.

Mutschler, C.; Philippsen, M.: Adaptive Speculative Processing of Out-of-Order Event Streams. In: ACM Transactions on Internet Technology (TOIT) 14 (2014), Nr. 1, S. 4:1—4:24, ISSN 1557-6051.

Mutschler, C.: Latency Minimization of Order-Preserving Distributed Event-Based Systems. Dissertation. Dr. Hut Verlag. 229 Seiten. ISBN 978-3-8439-1472-7.

Mutschler, C.; Löffler, C.; Witt, Nicolas; Edelhäußer, T.; Philippsen, M.: Predictive Load Management in Smart Grid Environments (Best Paper Award). In ACM (Hrsg.): Proceedings of the 8th ACM International Conference on Distributed Event-Based Systems (8th ACM International Conference on Distributed Event-Based Systems, Mumbai, India). 2014. S. 282—287. – ISBN 978-1-2734-4.

Mutschler, C.; Ziekow, H.; Jerzak, Z.: The DEBS 2013 Grand Challenge. In: ACM (Hrsg.): Proceedings of the 7th ACM International Conference on Distributed Event-Based Systems (7th ACM International Conference on Distributed Event-Based Systems, Arlington, Texas, USA)., 2013, S. 289-294. - ISBN 978-1-4503-1758-0.

Mutschler, C.; Witt, N.; Philippsen, M.: Do Event-Based Systems have a Passion for Sports?. In: ACM (Hrsg.): Proceedings of the 7th ACM International Conference on Distributed Event-Based Systems (7th ACM International Conference on Distributed Event-Based Systems, Arlington, Texas, USA)., 2013, S. 331-332. - ISBN 978-1-4503-1758-0.

Mutschler, C.; Philippsen, M.: Reliable Speculative Processing of Out-of-Order Event Streams in Generic Publish/Subscribe Middlewares. In: ACM (Hrsg.): Proceedings of the 7th ACM International Conference on Distributed Event-Based Systems (7th ACM International Conference on Distributed Event-Based Systems, Arlington, Texas, USA)., 2013, S. 147-158. - ISBN 978-1-4503-1758-0.

Loeffler, C.; Mutschler, C.; Philippsen, M.: Evolutionary Algorithms that use Runtime Migration of Detector Processes to Reduce Latency in Event-Based Systems. In: IEEE Computer Society (Hrsg.): Proceedings of the 2013 NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2013) (2013 NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2013), Torino, Italy)., 2013, S. 31-38. - ISBN 978-1-4673-6381-5.

Mutschler, C.; Philippsen, M.: Dynamic Low-Latency Distributed Event Processing of Sensor Data Streams. In: GI (Hrsg.): Proceedings of the 25th Workshop on Parallel Systems and Algorithms (PARS 2013) (25th Workshop on Parallel Systems and Algorithms (PARS 2013), Erlangen, Germany)., 2013, S. -.

Mutschler, C.; Philippsen, M.: Runtime Migration of Stateful Event Detectors with Low-Latency Ordering Constraints. In: IEEE (Hrsg.): Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications Workshops (9th International Workshop on Sensor Networks and Systems for Pervasive Computing, San Diego, CA, USA)., 2013, S. 609-614. - ISBN 978-1-4673-5076-1.

Mutschler, C.; Philippsen, M.: Distributed Low-Latency Out-of-Order Event Processing for High Data Rate Sensor Streams. In: IEEE Computer Society (Hrsg.): Proceedings of 27th International Parallel and Distributed Processing Symposium (27th IEEE International Parallel & Distributed Processing Symposium (IPDPS), Boston, Massachusetts, USA)., 2013, S. 1133-1144. - ISBN 978-0-7695-4971-2.

Mutschler, C.; Philippsen, M.: Learning Event Detection Rules with Noise Hidden Markov Models. In: Benkrid, K.; Merodio, D. (Hrsg.): Proceedings of the 2012 NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2012) (2012 NASA/ESA Conference on Adaptive Hardware and Systems (AHS-2012), Nuremberg, Germany)., 2012, S. 159-166. - ISBN 978-1-4673-1914-0.

Mutschler, C.; Philippsen, M.: Towards a Distributed Self-Optimizing Event Processing System for Realtime Locating Systems (RTLS). In: ACM (Hrsg.): DEBS PhD Workshops, 6th ACM International Conference on Distributed Event-Based Systems (International Conference on Distributed Event-Based Systems (DEBS), Berlin, Germany)., 2012.

Mutschler, C.; Kókai, G.; Edelhäußer, T.: Online Data Stream Mining on Interactive Trajectories in Soccer Games. In: Artesis University College of Antwerp (Hrsg.): Proceedings of the 2nd International Conference on Positioning and Context-Awareness (PoCA 2011, Brussels)., 2011, S. 15-22. - ISBN 978-94-90705-04-6.