Database Systems and Information Management
Big Data, Data Streaming, Distributed Data
The Distinguished Research Group led by Prof. Dr. Volker Markl addresses the human and technical latencies prevalent in the data analysis process. This entails simplifying the specification of data analysis programs via the automatic distribution, parallelization and hardware adaptation of data processing operations to reduce the human latency and thereby increase programmer productivity. This includes:
- devising intelligent data processing algorithms,
- exploiting novel advances in computer architecture (processing, network, storage),
- building efficient data management, data science, and machine learning technologies as well as systems, to reduce the technical latency and thereby increase execution efficiency and throughput.
Benchmarking Stream Join Algorithms on GPUs: A Framework and Its Application to the State of the Art
The BIFOLD Graduate School warmly greeted its latest cohort of doctoral candidates during the Welcome Days event. Ten exceptional scholars were selected from over 100 applicants to pursue their research journey.
At its New Year's reception BIFOLD welcomed a series of distinguished guests and friends from Berlin's AI community.
Join BIFOLD and collaborate with renowned experts on cutting-edge Machine Learning and Data Management research! Develop robust, trustworthy, and sustainable AI solutions with our team of international scientists.