NEWS
2nd BIFOLD Paper accepted at VLDB 2024
The paper "POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance” introduces a new query processing technique that adaptively switches join orders to improve the performance robustness of join queries in database systems.
EDBT conference 2024
The EDBT conference 2024 took place from March 25 to 28. BIFOLD researchers presented three papers at this Core-A conference on databases: "Benchmarking Stream Join Algorithms on GPUs: A Framework and its Application to the State of the Art", "Bridging the Gap: Complex Event Processing on Stream Processing Engines", and “Evaluation of Sampling Methods for Discovering Facts from Knowledge Graph Embeddings”.
EVENTS
Lunch Talk: Deep Generative Models for Inverse Problems
Marco Morik is a PhD Student in the Machine Learning Group at Technische Universität Berlin / BIFOLD working on Uncertainty Estimation and Generative Models for Inverse Problems. In his talk he will discuss the challenges of source reconstruction from EEG data.
Distinguished Speaker Series: Serge Belongie “Searching for Structure in Unfalsifiable Claims”
Science of Intelligence is thrilled to present Serge Belongie from the University of Copenhagen on “Searching for Structure in Unfalsifiable Claims.”
Our Mission
BIFOLD conducts groundbreaking foundational research in Big Data Management (DM) and Machine Learning (ML), as well as their intersection, to educate the talents of the future and to create high-impact knowledge.
OPPORTUNITIES
BIFOLD welcomes job applications from interested parties year-round.
PUBLICATIONS
Xenofon Chatziliadis, Eleni Tzirita Zacharatou, Alphan Eracar, Steffen Zeuch, Volker Markl
Efficient Placement of Decomposable Aggregation Functions for Stream Processing over Large Geo-Distributed Topologies
David Justen, Daniel Ritter, Campbell Fraser, Andrew Lamb, Nga Tran, Allison Lee, Thomas Bodner, Mhd Yamen Haddad, Steffen Zeuch, Volker Markl et al.
POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance
Robin Kirchner, Jonas Möller, Marius Musch, David Klein, Konrad Rieck, Martin Johns
Dancer in the Dark: Synthesizing and Evaluating Polyglots for Blind Cross-Site Scripting
GRADUATE SCHOOL
Based on a highly competitive application process, the BIFOLD Graduate School offers an innovative fast-track PhD Program for students holding a bachelor’s degree, as well as a PhD Program for students with a master’s degree.