Publications

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Roman Heinrich; Carsten Binnig; Harald Kornmayer; Manisha Luthra
Costream: Learned Cost Model for Operator Placement in Edge-Cloud Environments
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.
Pratyush Agnihotri; Paul Stiegele; Roman Heinrich; Boris Koldehofe; Carsten Binnig; Manisha Luthra
ZeroTune: Learned Zero-Shot Parallelism Tuning for Distributed Stream Processing
In: 40th IEEE International Conference on Data Engineering (ICDE 2024). IEEE International Conference on Data Engineering (ICDE-2024), Pages 1-14, IEEE, 2024.
Benjamin Hättasch; Carsten Binnig
Box2Go: Collaborative Interactive Infobox Filling
In: Companion Proceedings of the ACM on Web Conference 2024. International World Wide Web Conference (WWW-2024), Singapore, Singapore, WWW '24, ISBN 9798400701726, Association for Computing Machinery, 2024.
René Klaus Nikiel; Meghdad Mirabi; Carsten Binnig
TrustDDL: A Privacy-Preserving Byzantine-Robust Distributed Deep Learning Framework
In: 2024 54rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W 2024). Workshop on Dependable and Secure Machine Learning (DSML-2024), located at DSN 2024, June 24, Brisbane, Queensland, Australia, ISBN 979-8-3503-9572-3, IEEE, 2024.
Ioannis Reppas; Meghdad Mirabi; Leila Fathi; Carsten Binnig; Anton Dignös; Johann Gamper
Parallel Processing of Temporal Anti-Joins in Memory
In: Proceedings of the 29th International Conference on Database Systems for Advanced Applications (DASFAA). International Conference on Database Systems for Advanced Applications (DASFAA-2024), July 2-5, Gifu, Japan, Springer, 2024.
Pratyush Agnihotri; Boris Koldehofe; Roman Heinrich; Carsten Binnig; Manisha Luthra
PDSP-Bench: A Benchmarking System for Parallel and Distributed Stream Processing
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.
Jan-Micha Bodensohn; Ulf Brackmann; Liane Vogel; Matthias Urban; Anupam Sanghi; Carsten Binnig
LLMs for Data Engineering on Enterprise Data
In: Proceedings of Workshops at the 50th International Conference on Very Large Data Bases, VLDB 2024. International Workshop on Tabular Data Analysis (TaDA), VLDB.org, 2024.
Jan-Micha Bodensohn; Ulf Brackmann; Liane Vogel; Anupam Sanghi; Carsten Binnig
Automating Enterprise Data Engineering with LLMs
In: NeurIPS 2024 Third Table Representation Learning Workshop. Table Representation Learning Workshop @ NeurIPS (TRL), Table Representation Learning Workshop at NeurIPS, 2024.
Jan-Micha Bodensohn; Carsten Binnig
Rethinking Table Retrieval from Data Lakes
In: Proceedings of the Seventh International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, aiDM 2024, Santiago, Chile, 14 June 2024. International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM), Pages 2:1-2:5, ACM, 2024.
Lawrence Benson; Carsten Binnig; Jan-Micha Bodensohn; Federico Lorenzi; Jigao Luo; Danica Porobic; Tilmann Rabl; Anupam Sanghi; Russell Sears; Pinar Tözün; Tobias Ziegler
Surprise Benchmarking: The Why, What, and How
In: Proceedings of the Tenth International Workshop on Testing Database Systems, DBTest 2024, Santiago, Chile, 9 June 2024. International Workshop on Testing Database Systems (DBTest), Pages 1-8, ACM, 2024.