Ferdinand Kossmann

According to our database, Ferdinand Kossmann authored at least 9 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

KramaBench: A Benchmark for AI Systems on Data-to-Insight Pipelines over Data Lakes.

Eugenie Lai, Gerardo Vitagliano, Ziyu Zhang, Sivaprasad Sudhir, Om Chabra, Anna Zeng, Anton A. Zabreyko, Chenning Li, Ferdi Kossmann, Jialin Ding, Jun Chen, Markos Markakis, Matthew Russo, Weiyang Wang, Ziniu Wu, Michael J. Cafarella, Lei Cao, Samuel Madden, Tim Kraska

CoRR, June, 2025

Virtualizing Cloud Data Infrastructures with BRAD.

Geoffrey X. Yu, Ziniu Wu, Ferdi Kossmann, Tianyu Li, Markos Markakis, Amadou Ngom, Sophie Zhang, Tim Kraska, Samuel Madden

Proceedings of the Companion of the 2025 International Conference on Management of Data, 2025

2024

Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD.

Geoffrey X. Yu, Ziniu Wu, Ferdinand Kossmann, Tianyu Li, Markos Markakis, Amadou Latyr Ngom, Samuel Madden, Tim Kraska

Proc. VLDB Endow., July, 2024

Is the GPU Half-Empty or Half-Full? Practical Scheduling Techniques for LLMs.

Ferdi Kossmann, Bruce Fontaine, Daya Khudia, Michael J. Cafarella, Samuel Madden

CoRR, 2024

Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD - Extended Version.

Geoffrey X. Yu, Ziniu Wu, Ferdi Kossmann, Tianyu Li, Markos Markakis, Amadou Ngom, Samuel Madden, Tim Kraska

CoRR, 2024

CascadeServe: Unlocking Model Cascades for Inference Serving.

Ferdi Kossmann, Ziniu Wu, Alex Turk, Nesime Tatbul, Lei Cao, Samuel Madden

CoRR, 2024

2023

Extract-Transform-Load for Video Streams.

Ferdinand Kossmann, Ziniu Wu, Eugenie Lai, Nesime Tatbul, Lei Cao, Tim Kraska, Sam Madden

Proc. VLDB Endow., 2023

2022

Optimizing Mixture of Experts using Dynamic Recompilations.

Ferdinand Kossmann, Zhihao Jia, Alex Aiken

CoRR, 2022

2019

Democratizing Data Science through Interactive Curation of ML Pipelines.

Zeyuan Shang, Emanuel Zgraggen, Benedetto Buratti, Ferdinand Kossmann, Philipp Eichmann, Yeounoh Chung, Carsten Binnig, Eli Upfal, Tim Kraska

Proceedings of the 2019 International Conference on Management of Data, 2019