Conference Agenda

Overview and details of the sessions of this conference. Please select a date or location to show only sessions at that day or location. Please select a single session for detailed view (with abstracts and downloads if available).

 
 
Session Overview
Date: Thursday, 06/Mar/2025
9:00am
-
10:00am
Industry-Keynote: Alexander Böhm (SAP): Tackling the Data Management Challenges of Modern Business Applications
Location: WE5/00.022
Chair: Bernhard Mitschang, Universität Stuttgart
10:00am
-
10:30am
Student: Best Student Paper
Location: WE5/00.022
Chair: Rainer Gemulla, Universität Mannheim
Jonas Fan-cheng Meng: Robust Plan Selection using Cardinality Distribution Models
10:30am
-
11:00am
Coffee Break
11:00am
-
12:30pm
I2: Industry 2
Location: WE5/00.019
Chair: Peter Reimann, University of Stuttgart
 
11:00am - 11:20am

Optimizing correlated aggregate subqueries in Firebolt

Andrés Senac, Alexander Alexandrov, Immanuel Haffner, Zhen Li, Benjamin Wagner

Firebolt Analytics, Germany



11:20am - 11:35am

Fishbowl: AlloyDB’s Extensible Database Hammering Framework

Amarnadh Sai Eluri, Jordan Lozinski, Benjamin Schlegel, Reza Sherkat

Google, United States of America



11:35am - 11:50am

Enabling Smart Manufacturing with Visual Analytics for Plant Workers

Dirk Burkhardt, Gerald Ristow

Software GmbH, Germany



11:50am - 12:05pm

Beyond Big Data — The Ocient Hyperscale Data Warehouse

Knut Stolze, Andrew Park, Jason Arnold

Ocient, Inc.



12:05pm - 12:20pm

Beyond the Data Warehouse: Modern and fast Data Analytics in Actian Vector

Steffen Kläbe1, Stefan Hagedorn1, Francis Gropengießer1, Thomas Schweser1,2

1: Actian, a division of HCLSoftware; 2: Technische Hochschule Rosenheim, Germany



12:20pm - 12:30pm

Data Products: Overcoming the Boundaries of Data Platforms to Facilitate Data Sharing in Enterprises

Jan Schneider1, Laura Schuiki1, Corinna Giebler2, Arnold Lutsch2, Eva Hoos2, Holger Schwarz1

1: University of Stuttgart, Germany; 2: Robert Bosch GmbH, Germany



12:30pm - 12:40pm

Back to the Roots: Decision Trees within Modern Database Systems

Lena Renate Wolfschmidt2, Maximilian Emanuel Schüle1

1: University of Bamberg, Germany; 2: HUK-COBURG

R4: Research 4: Machine Learning 1
Location: WE5/00.022
Chair: Fabian Panse, Universität Augsburg
 
11:00am - 11:20am

Graph-based QSS: A Graph-based Approach to Quantifying Semantic Similarity for Automated Linear SQL Grading

Leo Köberlein, Dominik Probst, Richard Lenz

Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Germany



11:20am - 11:40am

Enhancing In-Memory Spatial Indexing with Learned Search

Varun Pandey1, Alexander van Renen3, Eleni Tzirita Zacharatou4, Andreas Kipf3, Ibrahim Sabek5, Jialin Ding6, Volker Markl1,2, Alfons Kemper7

1: Technische Universität Berlin; 2: Berlin Institute for the Foundations of Learning and Data (BIFOLD); 3: Technische Universität Nürnberg; 4: IT University of Copenhagen; 5: University of Southern California; 6: Amazon Web Services; 7: Technische Universität München



11:40am - 12:00pm

Automated Configuration of Schema Matching Tools: A Reinforcement Learning Approach

Michał Patryk Miazga1, Daniel Abitz1,2, Matthias Täschner1, Erhard Rahm1,3

1: Center for Scalable Data Analytics and Artificial Intelligence (ScaDS.AI) Dresden/Leipzig, Universität Leipzig, Germany; 2: University Computing Centre, Research and Development, Leipzig University, 04109 Leipzig, Dittrichring 18-20, Germany; 3: Department of Computer Science, Leipzig University, Leipzig, Germany



12:00pm - 12:20pm

Scalable Computation of Shapley Additive Explanations

Louis Le Page, Christina Dionysio, Matthias Boehm

Technische Universität Berlin, Germany



12:20pm - 12:30pm

Extending K-Means Clustering with Ptolemy’s Inequality

Max Pernklau, Nikita Averitchev, Christian Beecks

FernUniversität in Hagen, Germany

12:30pm
-
2:00pm
Lunch
2:00pm
-
2:35pm
FTT2: Fresh Thinking Talk 2 - Ulrike Lucke
Location: WE5/00.022
Chair: Meike Klettke, University of Regensburg
NFDI for and with computer science
2:40pm
-
3:30pm
I3: Industry 3
Location: WE5/00.019
Chair: Stefan Mandl, Snowflake Computing GmbH
 

AI-powered Analytics with Amazon Redshift

Hinnerk Gildhoff

AWS, Germany



EdgeMLOps: Operationalizing ML models with Cumulocity IoT and thin-edge.io for Visual quality Inspection

Kanishk Chaturvedi1, Johannes Gasthuber2, Mohamed Abdelaal3

1: Cumulocity GmbH, Germany; 2: Siemens AG, Germany; 3: Software GmbH, Germany



Data Contracts to Leverage (De-)centralized Data Management in Manufacturing Industries: An Experience Report

Sarah Oppold, Manuel Fritz, Lucas Woltmann

Carl Zeiss SMT GmbH, Germany

R5: Research 5: Data Engineering Pipelines
Location: WE5/00.022
Chair: Thorsten Papenbrock, Philipps-Universität Marburg
 
2:40pm - 3:00pm

Multi-Layer Privacy-Preserving Record Linkage with Clerical Review based on gradual information disclosure

Florens Rohde1,2, Victor Christen1,2, Martin Franke1,2, Erhard Rahm1,2

1: Leipzig University, Germany; 2: ScaDS.AI Dresden/Leipzig, Leipzig, Germany



3:00pm - 3:20pm

Embracing Change: Incremental Updates of Discovered Event Queries

Rebecca Sattler, Sarah Kleest-Meißner, Steven Lange, Markus L. Schmid, Nicole Schweikardt, Matthias Weidlich

Humboldt Universität zu Berlin, Germany



3:20pm - 3:30pm

Identifying Semantic Components for PBE-based Transformation Discovery

Dakai Men, Binger Chen, Ziawasch Abedjan

BIFOLD & TU Berlin, Germany

3:30pm
-
4:00pm
Coffee Break
Student: Debriefing
Location: WE5/02.116
4:00pm
-
5:30pm
R6: Research 6: Time Series and Use Cases
Location: WE5/00.022
Chair: Andreas Kipf, University of Technology Nuremberg
 
4:00pm - 4:20pm

Fast, Parameter-free Time Series Anomaly Detection

Kristiyan Blagov, Carlos Enrique Muñiz-Cuza, Matthias Boehm

Technische Universität Berlin, Germany



4:20pm - 4:40pm

Relationship Discovery for Heterogeneous Time Series Integration: A Comparative Analysis for Industrial and Building Data

Lucas Weber, Richard Lenz

Friedrich-Alexander-Universität Erlangen-Nürnberg, Computer Science 6



4:40pm - 5:00pm

Caching Partition Identifiers for Fast Geometric Pattern Matching

Martin Poppinga, Annett Ungethüm, Matthias Rarey

Universität Hamburg, Germany



5:00pm - 5:20pm

Practical Problems in Customer Data - A Use-Case-Driven Classification

Jan-Lucas Deinhard1,2, Richard Lenz1

1: Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany; 2: Siemens Healthineers AG



5:20pm - 5:30pm

Benchmark of n-Dimensional Array File Formats in Data Analytics Environments

Arne Osterthun, Matthias Pohl

German Aerospace Center (DLR) - Institute of Data Science, Jena, Germany

T2: Tutorial 2: Closing the Gap Between Theory and Practice in Query Optimization (Thomas Neumann)
Location: WE5/00.019
Chair: Thomas Neumann, TUM
7:00pm
-
11:30pm
Dinner
Location: Hegelsaal
At the cold buffet• Rapunzel salad with yoghurt dressing and raspberry dressing• Boskop, crispy bacon, feta in oil• Parmesan shavings, olives, cherry tomatoes• Glazed walnuts, grilled peppers and courgettes• Honey aubergines, fiery white wine carrots• mushroom caps in balsamic vinegar• Selection of baguettesFrom the hot buffet• Butter-tender Beefribbs with braised sauce, colourful root vegetables and potato trio: Annabell, Blue Swede, sweet potatoes• Beetroot gnocchi with spinach leaves and gorgonzola sauce (vegetarian)• Bamberg onion stuffed with pearl cous-cous and vegetables, served with tomatosugo (vegan)dessert from the buffet in a glass• Curd cream with honey and thyme un Am kalten Buffet •Rapunzelsalat mit Joghurtdressing und Himbeerdressing •Boskop, Knusperspeck, Feta in Öl •Parmesan gehobelt, Oliven, Kirschtomaten •glasierte Walnüsse, gegrillte Paprika und Zucchini •Honig-Auberginen...

 
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