From August 21-25 2017, the two Big Data Competence Centers in Germany, ScaDS Dresden/Leipzig and BBDC, hosted the 3rd International Summer School on Big Data in their summer school series. The summer school took place at the Leibniz Supercomputing Centre of the Bavarian Academy of Sciences and Humanities.
Preceding the 3rd Joint International ScaDS and BBDC Summer School for Big Data, a Big Data hackathon was held in Munich from August 19th-20th. The hackathon aimed to attract a diverse and international audience from academia and business and in particular computer science master students. During the two-day hackathon, participants learned how to build complex real-time data analytics pipelines based on open-source cluster-computing frameworks (i.e., Apache Flink and Apache Spark).
In the open coding session, participants implemented their ideas using this framework. The task to be solved was to select one or more real-time data sources, provided either by self-selected samples or by historical data sources, and create real-time analytics that improve strategic planning or decision making. Prizes (up to €1,500) were awarded to the groups with the best ideas, implementations and demonstrations.
The summer school provided overviews as well as deep dive sessions about the following topic highlights:
Below you will find the full program with additional information on the speakers and their topics:
Time | Person | Topic |
---|---|---|
11:00 – 12:30 | Prof. Wolfgang E. Nagel and Prof. Volker Markl | Welcome & Big Data Overview |
12:30 – 14:00 | LUNCH | LUNCH |
14:00 – 15:30 | Prof. Wolfgang Lehner | Next-Generation Hardware for Big Data Management |
15:30 – 16:00 | BREAK | BREAK |
16:00 – 17:30 | Prof. Tilmann Rabl | Big Data Stream Processing |
Time | Person | Topic |
---|---|---|
09:00 – 10:30 | Prof. Alfons Kemper | HyPer: Building a Main-Memory Database System for Modern Hardware |
10:30 – 11:00 | BREAK | BREAK |
11:00 – 12:00 | Prof. Rakesh Agrawal | Data-Driven Education: Technologies and Directions |
12:00 – 12:30 | Hackathon Summary and Award | |
12:30 – 14:00 | LUNCH | LUNCH |
14:00 – 15:30 | Prof. Carsten Binning | Interactive Data Exploration |
15:30 – 16:00 | BREAK | BREAK |
16:00 – 17:30 | Prof. Wolfgang E. Nagel | Big Data & HPC |
Time | Person | Topic |
---|---|---|
09:00 – 10:30 | Prof. Ken Salem | Memory management in Apache Spark |
10:30 – 11:00 | BREAK | BREAK |
11:00 – 12:30 | Dr. Ziawasch Abedjan | Data Profiling |
12:30 – 14:00 | LUNCH | LUNCH |
14:00 – 15:30 | Guided Visit of LRZ Supercomputer | |
15:30 – 16:00 | Walking Round Trip through “Garchinger Heide” | |
19:00 | Summer School Dinner at Gasthof Neuwirt |
Time | Person | Topic |
---|---|---|
09:00 – 10:30 | Prof. Gustavo Alonso | Data Processing on Emerging Hardware |
10:30 – 11:00 | BREAK | BREAK |
11:00 – 12:30 | Stephan Wolf (Google Research Europe) | Hands-On (Part I) | Introduction to TensorFlow |
12:30 – 14:00 | LUNCH | LUNCH |
14:00 – 15:30 | Stephan Wolf (Google Research Europe) | Hands-On (Part II) | Introduction to TensorFlow |
15:30 – 16:00 | BREAK | BREAK |
16:00 – 17:30 | Stefan Bäuerle and Jonathan Dees | SAP Hana & Vora |
Time | Person | Topic |
---|---|---|
09:00 – 10:30 | Prof. Michael J. Carey | Big NoSQL Data |
10:30 – 11:00 | BREAK | BREAK |
11:00 – 12:30 | Prof. Erhard Rahm | Scalable Graph Analytics |
12:30 – 14:00 | LUNCH | LUNCH |
14:00 – 15:30 | Dr. Divesh Srivastava | Big Data Integration |
15:30 | Closing |
Both the Summer School 2017 and the Hackathon were organized by the two Competence Centers for Big Data research in Germany, ScaDS Dresden/Leipzig and BBDC. We greatly appreciate the local support of the Leibniz Supercomputing Centre and the Technical University of Munich in hosting the event!
Prof. Dr. Erhard Rahm ScaDS Dresden/Leipzig, Leipzig University Prof. Dr. Volker Markl BBDC, Technische Universität Berlin Prof. Dr. Wolfgang E. Nagel ScaDS Dresden/Leipzig, Technische Universität Dresden Prof. Dr. Wolfgang Lehner ScaDS Dresden/Leipzig, Technische Universität Dresden Prof. Alfons Kemper Technical University of Munich Prof. Dr. Hans-Joachim Bungartz Leibniz Supercomputing Center Dr. René Jäkel ScaDS Dresden/Leipzig, Technische Universität Dresden Prof. Dr. Tilmann Rabl BBDC, Technische Universität Berlin Dr. Eric Peukert ScaDS Dresden/Leipzig, Leipzig University |