GvDB 2024
Grundlagen von Datenbanken 2024

Table of Contents

• Preface
  Summary: There were 15 papers submitted for peer-review to this workshop. Out of these, 14 papers were accepted for this volume.

• Committee
  

Keynotes

• It's All So Different: How to Deal with Multiple Data Models, Media Types, and Modalities in Big Data Management and Retrieval (invited talk) 1
  Heiko Schuldt
• Handling Time-Series Data in a Relational DBMS: Challenges and Solutions (invited talk) 2
  Jan Kristof Nidzwetzki

Workshop Submissions

• First Experiences on the Application of Lakehouses in Industrial Practice 3-8
  Jan Schneider, Arnold Lutsch, Christoph Gröger, Holger Schwarz, Bernhard Mitschang
• Constraint Management and Data Placement in the Context of Polyglot Persistence 9-15
  Felix Kiehn, Mareike Schmidt, Fabian Panse
• Visualizing Redundancies caused by Multivalued Dependencies in Relational Data 16-22
  Christoph Köhnen
• Bias Correction and Machine Learning in AR(1) Estimation: Bridging Traditional and Modern Techniques 23-28
  Michael M. Müller, Günther Specht, Lukas Kleinheinz, Janette Walde
• Towards machine learning-aware data validation 29-34
  Sebastian Strasser
• Data Processing Pipeline for Eye-Tracking Analysis 35-42
  Jennifer Landes, Sonja Köppl, Meike Klettke
• A Design Proposal for a Unified B-epsilon-tree: Embracing NVM in Memory Hierarchies 43-50
  Sajad Karim, Johannes Wünsche, David Broneske, Michael Kuhn, Gunter Saake
• Steering the PostgreSQL query optimizer using hinting: State-Of-The-Art and open challenges 51-57
  Jerome Thiessat, Dirk Habich, Wolfgang Lehner
• DB Back-ended Filesystem for Science 58-63
  Tigran Mkrtchyan, Krishnaveni Chitrapu, Dmitry Litvintsev, Svenja Meyer, Paul Millar, Lea Morschel, Albert Rossi, Marina Sahakyan
• Proof of clinical feasibility of natural language learning with machines 64-69
  Mihir Mulye, Stefan Conrad, Stefan Knecht
• Conversational Bibliographic Search 70-75
  Markus Nilles
• Optimizing Geometric Pattern Matching Utilizing Caching of Decomposed Queries in Partitioned Datasets 76-82
  Martin Poppinga
• Data-driven modeling of hysteresis in ReRAM devices: A multifactorial approach for enhanced memory performance 83-90
  Saba Zamankhani
• Intermediate Fusion for Multimodal Product Matching 91-97
  Jacob Pollack, Hanna Köpcke, Erhard Rahm