Dr. Ing. Pratyush Agnihotri
Working area(s)
Future Data Systems, DFKI
Contact
pratyush.agnihotri@dfki.de
Work
S2|02 A322
Hochschulstr. 10
64289
Darmstadt
Links
I am a Senior Researcher in the Systems AI for Decision Support (SAIDE) research department at the German Research Center for Artificial Intelligence (DFKI). My research centers on building efficient, adaptive, and intelligent data processing systems with a particular focus on distributed stream processing, resource-aware system design, and AI-driven performance optimization. In parallel, I work as a Postdoctoral Researcher in the Systems Group at TU Darmstadt. I completed my Ph.D. in the Department of Electrical Engineering and Information Technology (ETiT) at TU Darmstadt, where my work focused on AI-based performance driven optimization methods and benchmarking for parallel and distributed stream processing systems operating in heterogeneous environments. During Ph.D. I worked as a Research Scientist at the Multimedia Communication Lab (KOM) at TU Darmstadt, contributing to the C2 subproject of the DFG Collaborative Research Center MAKI. Before starting my Ph.D., I worked in industry as an Associate Team Lead at axxessio GmbH, engaging in applied R&D projects in IoT, Smart City platforms, and voice-based assistants. Overall, I bring nearly 10 years of industry experience, bridging academic research and real-world systems development.
Research Interests:
- Distributed and Resource-efficient Stream Processing
- Autonomous Resource Management
- Performance Benchmarking and Optimization
- Heterogenous Cloud Environment
- Internet of Things (IoT)
Previous Labs:
Error on loading data
An error has occured when loading publications data from TUbiblio. Please try again later.
-
; {{ creator.name.family }}, {{ creator.name.given }}{{ publication.title }}.
; {{ editor.name.family }}, {{ editor.name.given }} (eds.); ; {{ creator }} (Corporate Creator) ({{ publication.date.toString().substring(0,4) }}):
In: {{ publication.series }}, {{ publication.volume }}, In: {{ publication.book_title }}, In: {{ publication.publication }}, {{ publication.journal_volume}} ({{ publication.number }}), ppp. {{ publication.pagerange }}, {{ publication.place_of_pub }}, {{ publication.publisher }}, {{ publication.institution }}, {{ publication.event_title }}, {{ publication.event_location }}, {{ publication.event_dates }}, ISSN {{ publication.issn }}, e-ISSN {{ publication.eissn }}, ISBN {{ publication.isbn }}, DOI: {{ publication.doi.toString().replace('http://','').replace('https://','').replace('dx.doi.org/','').replace('doi.org/','').replace('doi.org','').replace("DOI: ", "").replace("doi:", "") }}, Official URL, {{ labels[publication.type]?labels[publication.type]:publication.type }}, {{ labels[publication.pub_sequence] }}, {{ labels[publication.doc_status] }} - […]