Samuel Madden

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 18

Top Topics

Query Answering

Top Venues

Proc. ACM Manag. Data

Proc. VLDB Endow.

Publications

Huayi Zhang, Binwei Yan, Lei Cao, Samuel Madden, Elke A. Rundensteiner
MetaStore: Analyzing Deep Learning Meta-Data at Scale. Proc. VLDB Endow. 17 (6) (2024)
Chunwei Liu, Matthew Russo, Michael J. Cafarella, Lei Cao, Peter Baile Chen, Zui Chen, Michael J. Franklin, Tim Kraska, Samuel Madden, Gerardo Vitagliano
A Declarative System for Optimizing AI Workloads. CoRR (2024)
Jiaming Liang, Lei Cao, Samuel Madden, Zack Ives, Guoliang Li
RITA: Group Attention is All You Need for Timeseries Analytics. Proc. ACM Manag. Data 2 (1) (2024)
Jenny Gao, Jialin Ding, Sivaprasad Sudhir, Samuel Madden
Learning Bit Allocations for Z-Order Layouts in Analytic Data Systems. aiDM@SIGMOD (2024)
Yuhao Deng, Yu Wang, Lei Cao, Lianpeng Qiao, Yuping Wang, Xu Jingzhe, Yizhou Yan, Samuel Madden
Outlier Summarization via Human Interpretable Rules. Proc. VLDB Endow. 17 (7) (2024)
Tianyu Li, Badrish Chandramouli, Sebastian Burckhardt, Samuel Madden
Serverless State Management Systems. CIDR (2024)
Geoffrey X. Yu, Ziniu Wu, Ferdi Kossmann, Tianyu Li, Markos Markakis, Amadou Ngom, Samuel Madden, Tim Kraska
Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD - Extended Version. CoRR (2024)
Albert Kim, Samuel Madden
Optimizing Disjunctive Queries with Tagged Execution. Proc. ACM Manag. Data 2 (3) (2024)
Joana M. F. da Trindade, Julian Shun, Samuel Madden, Nesime Tatbul
Kairos: Efficient Temporal Graph Analytics on a Single Machine. CoRR (2024)
Albert Kim, Samuel Madden
Optimizing Disjunctive Queries with Tagged Execution. CoRR (2024)
Ferdi Kossmann, Ziniu Wu, Alex Turk, Nesime Tatbul, Lei Cao, Samuel Madden
CascadeServe: Unlocking Model Cascades for Inference Serving. CoRR (2024)
Tianyu Li, Badrish Chandramouli, Sebastian Burckhardt, Samuel Madden
DARQ Matter Binds Everything: Performant and Composable Cloud Programming via Resilient Steps. Proc. ACM Manag. Data 1 (2) (2023)
Sivaprasad Sudhir, Wenbo Tao, Nikolay Pavlovich Laptev, Cyrille Habis, Michael J. Cafarella, Samuel Madden
Pando: Enhanced Data Skipping with Logical Data Partitioning. Proc. VLDB Endow. 16 (9) (2023)
Zui Chen, Zihui Gu, Lei Cao, Ju Fan, Samuel Madden, Nan Tang
Symphony: Towards Natural Language Query Answering over Multi-modal Data Lakes. CIDR (2023)
Tim Kraska, Tianyu Li, Samuel Madden, Markos Markakis, Amadou Ngom, Ziniu Wu, Geoffrey X. Yu
Check Out the Big Brain on BRAD: Simplifying Cloud Data Processing with Learned Automated Data Meshes. Proc. VLDB Endow. 16 (11) (2023)
Matthew Perron, Raul Castro Fernandez, David J. DeWitt, Michael J. Cafarella, Samuel Madden
Cackle: Analytical Workload Cost and Performance Stability With Elastic Pools. Proc. ACM Manag. Data 1 (4) (2023)
Oscar R. Moll, Manuel Favela, Samuel Madden, Vijay Gadepally, Michael J. Cafarella
SeeSaw: Interactive Ad-hoc Search Over Image Databases. Proc. ACM Manag. Data 1 (4) (2023)
Ferdinand Kossmann, Ziniu Wu, Eugenie Lai, Nesime Tatbul, Lei Cao, Tim Kraska, Samuel Madden
Extract-Transform-Load for Video Streams. CoRR (2023)