Banner Banner

Distributed Data Stream Processing in Heterogeneous Environments

Icon

Lead
Dr. Steffen Zeuch

Icon

Technische Universität Berlin
Einsteinufer 17, 10587 Berlin

Heterogeneous Data Streams, Distributed Fog and Edge Environments, IoT Data and Application Management

 

Dr. Steffen Zeuch and his Research Training Group concentrate on developing a data management system for the processing of heterogeneous data streams in distributed fog and edge environments. An explosion in both the number and types of connected devices will create novel data-driven applications in the near future. These applications require low-latency, location awareness, wide-spread geographical distribution, and real-time data processing on potentially millions of distributed data sources and potentially millions of simultaneous data processing operations. In some cases these applications have to operate under tight resource constraints with respect to bandwidth, processing power, and energy consumption. The aim is to design a data management system that unifies cloud, fog and sensor environments at an unprecedented scale. This system should host these environments on a unified platform and leverage the opportunities of the unified architecture for cross-paradigm data processing optimizations, to support emerging IoT applications. In order to achieve that, they will collaborate with the members of BIFOLD’Data and Application Management for the Internet of Things Lab (IoT-Lab).

 

News
© BIFOLD
January 11, 2024

Photo recap: BIFOLD New Year's reception

At its New Year's reception BIFOLD welcomed a series of distinguished guests and friends from Berlin's AI community.

News
C: BIFOLD/Michael Setzpfandt
October 11, 2023

Photo recap: All Hands Meeting 2023

On October 9 and 10, 2023, BIFOLD welcomed the other Geman AI centers (ScaDS.AI Dresden/Leipzig, Lamarr Institute, Tübingen AI Center, MCML, and the DFKI) in Berlin. The annual meeting featured guests, partners, visitors, and researchers from all over Germany. 

News
C: BIFOLD/Michael Setzpfandt
October 10, 2023

AI centers are the foundation of the German AI ecosystem

On October 9th and 10th, 2023, the Berlin Institute for the Foundations of Learning and Data (BIFOLD) at TU Berlin invited scientists from the university AI competence centers (BIFOLD, ScaDS.AI Dresden/Leipzig, Lamarr Institute, Tübingen AI Center, and MCML) and the DFKI to Berlin to present and discuss the latest results of their research on the EUREF campus.

Dr. Steffen Zeuch

Research Group Lead

Bifold researcher ankit chaudhary

Ankit Chaudhary

Doctoral Researcher

Ariane Ziehn Bifold researcher

Ariane Ziehn

Doctoral Researcher

Kindly take note that only researchers who have received funding from BIFOLD have their individual profiles displayed on www.bifold.berlin.