| Vol-3714 urn:nbn:de:0074-3714-7 Copyright © 2023 for the individual papers by the papers' authors. Copyright © 2023 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# GvDB 2023
Grundlagen von Datenbanken 2023

### Proceedings of the 34th GI-Workshop on Foundations of Databases (Grundlagen von Datenbanken)

### Hirsau, Germany, June 7-9, 2023.

Edited by

### Holger Schwarz *

* University of Stuttgart, Computer Science, Electrical Engineering and Information Technology, 70569 Stuttgart, Germany

## Table of Contents

- Preface
- Committee

### Session 1: Workshop Submissions

- Optimierung von Klassifikator-Ensembles mit AutoML
  Julius Voggesberger
- HPT4Rec: AutoML-based Hyperparameter Self-Tuning Framework for Session-based Recommender Systems
  Amir Reza Mohammadi, Amir Hossein Karimi, Mahdi Bohlouli, Eva Zangerle, Günther Specht
- Towards a Future of Fully Self-Optimizing Query Engines
  Paul Blockhaus, Gabriel Campero Durand, David Broneske, Gunter Saake
- Assessing Non-volatile Memory in Modern Heterogeneous Storage Landscape using a Write-optimized Storage Stack
  Sajad Karim, Johannes Wünsche, David Broneske, Michael Kuhn, Gunter Saake
- Influence Factors on Academic Integrity revealed by Machine Learning Methods
  Jennifer Landes, Sonja Köppl, Meike Klettke
- MMSBench-Net: Scenario-Based Evaluation of Multi-Model Database Systems
  David Lengweiler, Marco Vogt, Heiko Schuldt
- Towards Evolution Capabilities in Data Pipelines
  Kevin Kramer
- Towards Semantic Identification of Temporal Data in RDF
  Lars Runge, Wolfgang May

### Session 2: Invited Papers

- Data Management in Semiconductor Manufacturing Equipment: Current State and Challenges (abstract)
  Manuel Fritz
- The Data Platform Evolution: From DataWarehouses over Data Lakes to Lakehouses
  Jan Schneider, Christoph Gröger, Arnold Lutsch
- Metadata Modeling and Use of Domain Knowledge to Support Industrial Data Analytics
  Peter Reimann

2024-06-27: submitted by Holger Schwarz, metadata incl. bibliographic data published under Creative Commons CC0
2024-07-02: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|