Lennart Behme
Lennart Behme
Doctoral Researcher
Affiliation: BIFOLD
Lennart Behme has been a PhD student at the Database Systems and Information Management Group and the BIFOLD Graduate School since July 2021. His research focuses on data management for end-to-end machine learning pipelines in heterogeneous environments and has been recognized in leading international venues, including VLDB, SIGMOD, and ICDE. In 2022, Lennart won a grant for his PhD research agenda as part of the BMBF-funded Software Campus program. Lennart received an MSc in Information Systems from TU Berlin in 2021.
2014/2015/2016/2018/2020: Deutschlandstipendium, 2022: Software Campus Grant
Data management for machine learning
Lennart Behme, Gereon Dusella, Rudi Poepsel Lemaitre, Alexander Borusan, Volker Markl
Teaching Large-Scale Data Management to Large Cohorts of Undergraduate Students
Lennart Behme, Leonard Geißler, Pratham Agrawal, Emil Badura, Benjamin Ueber, Kaustubh Beedkar, Volker Markl
Finding What You're Looking For: A Distribution-Aware Dataset Search Engine in Action
Haralampos Gavriilidis, Lennart Behme, Christian Munz, Varun Pandey, Volker Markl
CompoDB: A Demonstration of Modular Data Systems in Practice
Lennart Behme, Sainyam Galhotra, Kaustubh Beedkar, Volker Markl
Fainder: A Fast and Accurate Index for Distribution-Aware Dataset Search
Lennart Behme, Saravanan Thirumuruganathan, Alireza Rezaei Mahdiraji, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
The Art of Losing to Win: Using Lossy Image Compression to Improve Data Loading in Deep Learning Pipelines
Software Campus grant for two BIFOLD PhD students
Two BIFOLD PhD students, Lennart Behme and Haralampos Gavriilidis, have been awarded a Software Campus 2022 grant to conduct their own research projects as junior research leads. The Software Campus (SWC), funded by the German Federal Ministry of Education and Research (BMBF), is an executive development program aimed at shaping tomorrow’s senior IT executives.