Summer School 2018

From June 30 to July 6, 2018, the two in Germany based Big Data Competence Centers ScaDS Dresden/Leipzig and BBDC organized the 4th International Summer School on Big Data and Machine Learning in its summer school series. The summer school took place at the University in Leipzig.

Participants of the 4th International Summer School 2018


Program & Highlights

Prior to the summer school, there was a “streamline” hackathon for hands-on development of an application for real-time analytics of streaming data. The Hackathon focused on the practical application of stream-based event processing. The challenge was to pick one or more real-time data sources and build real-time analytics workflows or tools, which improve strategic planning or decision making. Then a summer school jury selected the best hackathon results. The Institute for Applied Informatics at the University of Leipzig e.V. (InfaAI) endowed a price of 500 Euro for the winning team.

The topics of the main program of the summer school included:

  •  Deep Learning
  •  Data Mining in Stream Data
  •  Machine Learning for the Sciences
  •  Declarative machine learning with Apache SystemML
  •  Confidentiality and Integrity of Cloud Databases
  •  Visual Analytics for Big Data
  • Cypher-based Graph Analytics on Spark
  •  Web-scale information extraction
  •  Big Data Integration
  •  Big Data and HPC

Next to the scientific program, the summer school hosted several social activities such as a city walk and a dinner in a traditional restaurant.

A recap with photos from the summer school and hackathon can be found in our blogpost: Review of the ScaDS Summer School 2018.

Below you can find the full program with additional information on the speakers and their topics:


Monday 02.07.18

TimePersonTopic
13:45 - 14:00Prof. Erhard RahmWelcome
14:00 - 15:30Dr. Matthias Böhm (IBM Research)Apache SystemML: Declarative Machine Learning for Low-Latency to Large-Scale Deployments
15:30 - 16:00BREAKBREAK
16:00 - 17:30Dr. András Benczúr (SZTAKI)Learning from data streams: Theory and Practice
19:00City Walk Leipzig


Tuesday 03.07.18

TimePersonTopic
09:00 - 10:30Prof. Hans-Joachim Bungartz (TU Munich)Big Data meets HPC
10:30 - 11:00BREAKBREAK
11:00 - 12:30Prof. Ulf Leser (HU Berlin)Web-Scale Domain-Specific Information Extraction
12:30 - 14:00LUNCHLUNCH
14:00 - 15:30Dr. Alessandro Margara (Politecnico di Milano)Managing streams of data: lessons learned and open challenges
15:30 - 16:00BREAKBREAK
16:00 - 16:45Prof. Wolfgang E. Nagel (TU Dresden)Infrastructure for Big Data and Machine Leraning
16:45 - 17:30Prof. Morris Riedel (FZ Jülich)Parallel Machine Learning and Deep Learning driven by HPC
19:00Dragon Boating


Wednesday 04.07.18

TimePersonTopic
09:00 - 10:30Prof. Thomas Seidl (LMU Munich)Big Data Science, Streams and Process Mining
10:30 - 11:00BREAKBREAK
11:00 - 12:30Prof. Daniel A. Keim (University of Konstanz)Solving Problems with Visual Analytics: The Role of Visualization and Analytics in Exploring Big Data
12:30 - 14:00LUNCHLUNCH
14:00 - 15:30Prof. Klaus-Robert Müller (TU Berlin)Machine Learning and AI for the Sciences —Towards Understanding
15:30 - 16:00BREAKBREAK
16:00 - 16:45Dr. Mikio Braun (Zalando SE)Hardcore Data Science in Practice
16:45 - 17:30Dr. Vesa Siivola (Rovio Entertainment Ltd.)Stream Processing at Rovio: Where we are now / Where we would like to be at
19:00Dinner and Hackathon Award Ceremony


Thursday 05.07.18

TimePersonTopic
09:00 - 10:30Donald Kossmann (Microsoft Research)Confidentiality and Integrity of Cloud Databases
10:30 - 11:00BREAKBREAK
11:00 - 12:30Prof. Erhard Rahm, Dr. Eric Peukert, Alieh Saeedi, Marcel Gladbach (ScaDS)Big Data Integration Research at ScaDS Dresden/Leipzig
12:30 - 14:00LUNCHLUNCH
14:00 - 15:30Prof. Tilmann Rabl (BBDC), Dr. Sebastian Breß (DFKI)Scaling Stream Processing Out and Up
15:30 - 16:00BREAKBREAK
16:00 - 17:30Sebastian BuschjägerDeep Learning for small devices and FPGAs


Friday 06.07.18

TimePersonTopic
09:00 - 10:30Martin Junghanns, Max Kießling (Neo4j)Cypher for Apache Spark
10:30 - 11:00BREAKBREAK
11:00 - 12:30Prof. Begüm Demir (TU Berlin)Analysis of Big Data in Earth Observation
12:30 - 14:00LUNCHLUNCH
14:00 - 15:30Closing


Organizers

The summer school as well as the Hackathon were organized by the two competence centers for big data research in Germany, ScaDS Dresden/Leipzig and BBDC, in cooperation with the Institute for Applied Informatics (InfAI) e.V. at the Leipzig University.

Prof. Dr. Erhard Rahm
ScaDS Dresden/Leipzig, Universität Leipzig
Prof. Dr. Volker Markl
BBDC, Technische Universität Berlin
Prof. Dr. Wolfgang E. Nagel
ScaDS Dresden/Leipzig, Technische Universität Dresden
Dr. René Jäkel
ScaDS Dresden/Leipzig, Technische Universität Dresden
Prof. Dr. Tilmann Rabl
BBDC, Technische Universität Berlin
Dr. Eric Peukert
ScaDS Dresden/Leipzig, Universität Leipzig
Karoline Kricke
ScaDS Dresden/Leipzig, Universität Leipzig

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