Amadou Ngom

According to our database, Amadou Ngom authored at least 11 papers between 2020 and 2026.

Collaborative distances:

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

2026

Tressoir: Unifying Online, Offline, and HIL Design and Evolution of Multi-Agent Systems via Interpretable Blueprints.

Amadou Latyr Ngom, Ziniu Wu, Jason Mohoney, James Moore, Alex L. Zhang, Samuel Madden, Tim Kraska

Proceedings of the ACM Conference on AI and Agentic Systems, 2026

2025

Parachute: Single-Pass Bi-Directional Information Passing.

Mihail Stoian, Andreas Zimmerer, Skander Krid, Amadou Ngom, Jialin Ding, Tim Kraska, Andreas Kipf

Proc. VLDB Endow., 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

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

Mallet: SQL Dialect Translation with LLM Rule Generation.

Amadou Latyr Ngom, Tim Kraska

Proceedings of the Seventh International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, 2024

2023

Check Out the Big Brain on BRAD: Simplifying Cloud Data Processing with Learned Automated Data Meshes.

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

Proc. VLDB Endow., 2023

2021

Filter Representation in Vectorized Query Execution.

Amadou Ngom, Prashanth Menon, Matthew Butrovich, Lin Ma, Wan Shen Lim, Todd C. Mowry, Andrew Pavlo

Proceedings of the 17th International Workshop on Data Management on New Hardware, 2021

Everything is a Transaction: Unifying Logical Concurrency Control and Physical Data Structure Maintenance in Database Management Systems.

Ling Zhang, Matthew Butrovich, Tianyu Li, Andrew Pavlo, Yash Nannapaneni, John Rollinson, Huanchen Zhang, Ambarish Balakumar, Daniel Biales, Ziqi Dong, Emmanuel J. Eppinger, Jordi E. Gonzalez, Wan Shen Lim, Jianqiao Liu, Lin Ma, Prashanth Menon, Soumil Mukherjee, Tanuj Nayak, Amadou Ngom, Dong Niu, Deepayan Patra, Poojita Raj, Stephanie Wang, Wuwen Wang, Yao Yu, William Zhang

Proceedings of the 11th Conference on Innovative Data Systems Research, 2021

2020

Permutable Compiled Queries: Dynamically Adapting Compiled Queries without Recompiling.

Prashanth Menon, Amadou Ngom, Todd C. Mowry, Andrew Pavlo, Lin Ma

Proc. VLDB Endow., 2020

Mainlining Databases: Supporting Fast Transactional Workloads on Universal Columnar Data File Formats.

Tianyu Li, Matthew Butrovich, Amadou Ngom, Wan Shen Lim, Wes McKinney, Andrew Pavlo

Proc. VLDB Endow., 2020