Hasso-Plattner-Institut
Prof. Dr. h.c. mult. Hasso Plattner
 

Daniel Lindner

PhD Candidate & Research Assistant

Phone:+49 (331) 5509-3475
Email:daniel.lindner(at)hpi.de
Address:August-Bebel-Str. 88, 14482 Potsdam
Room:V-2.05
Links:LinkedInGitHub | Google Scholar | dblp

 

Research Area: Autonomous Data Management

Research

My research focuses on autonomous physical design and optimization techniques for in-memory databases. Besides investigating the impact of query optimization based on unsupervised data dependency discovery, I work on joined cost models for multiple physical database design aspects that can be reused for new datasets and workloads.

Publications

2022

  • 1.
    Lindner, D., Schumann, F., Alder, N., Bleifuss, T., Bornemann, L., Naumann, F.: Mining Change Rules. Proceedings of the 25th International Conference on Extending Database Technology, EDBT 2022, Edinburgh, UK, March 29 - April 1, 2022. pp. 2:91–2:103 (2022).
     
  • 2.
    Kossmann, J., Lindner, D., Naumann, F., Papenbrock, T.: Workload-driven, Lazy Discovery of Data Dependencies for Query Optimization. Proceedings of the Conference on Innovative Data Systems Research (CIDR) (2022).
     

2021

  • Learned What-If Cost Mode... - Download
    1.
    Lindner, D., Loeser, A., Kossmann, J.: Learned What-If Cost Models for Autonomous Clustering. New Trends in Database and Information Systems - ADBIS 2021 Short Papers, Doctoral Consortium and Workshops, Tartu, Estonia. pp. 3–13 (2021).