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Roman Heinrich, M.Sc.

Organizational unit Systems AI for Decision Support
Contact

Address (Darmstadt)

Publications

Costream: Learned Cost Model for Operator Placement in Edge-Cloud Environments

Roman Heinrich; Carsten Binnig; Harald Kornmayer; Manisha Luthra

In: 40th IEEE International Conference on Data Engineering (ICDE 2024) (recently accepted). IEEE International Conference on Data Engineering (ICDE-2024), May 13-17, Netherlands, Pages 1-14, IEEE, 2024.

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ZeroTune: Learned Zero-Shot Parallelism Tuning for Distributed Stream Processing

Pratyush Agnihotri; Paul Stiegele; Roman Heinrich; Boris Koldehofe; Carsten Binnig; Manisha Luthra

In: 40th IEEE International Conference on Data Engineering (ICDE 2024). IEEE International Conference on Data Engineering (ICDE-2024), Pages 1-14, IEEE, 2024.

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PDSP-Bench: A Benchmarking System for Parallel and Distributed Stream Processing

Pratyush Agnihotri; Boris Koldehofe; Roman Heinrich; Carsten Binnig; Manisha Luthra

In: 16th TPC Technology Conference on Performance Evaluation & Benchmarking. TPC Technology Conference (TPCTC-2024), 50th International Conference on Very Large Databases, located at TPCTC, August 26-31, Guangzhou, China, Springer, 2024.

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