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