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Author search results
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- Samuel Madden 0001
aka: Samuel R. Madden, Sam Madden
MIT, CSAIL, Cambridge, USA - Samuel Madden 0002
Exponent Inc., Natick, MA, USA
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Publication search results
found 373 matches
- 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): 62:1-62:28 (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): 1591-1604 (2024) - Huayi Zhang, Binwei Yan, Lei Cao, Samuel Madden, Elke A. Rundensteiner:
MetaStore: Analyzing Deep Learning Meta-Data at Scale. Proc. VLDB Endow. 17(6): 1446-1459 (2024) - Hilary Brumberg, Samuel Furey, Marie G. Bouffard, María José Mata Quirós, Hikari Murayama, Soroush Neyestani, Emily Pauline, Andrew Whitworth, Marguerite Madden:
Increasing Forest Cover and Connectivity Both Inside and Outside of Protected Areas in Southwestern Costa Rica. Remote. Sens. 16(6): 1088 (2024) - Jenny Gao, Jialin Ding, Sivaprasad Sudhir, Samuel Madden:
Learning Bit Allocations for Z-Order Layouts in Analytic Data Systems. aiDM@SIGMOD 2024: 5:1-5:9 - Tianyu Li, Badrish Chandramouli, Sebastian Burckhardt, Samuel Madden:
Serverless State Management Systems. CIDR 2024 - Joana M. F. da Trindade, Julian Shun, Samuel Madden, Nesime Tatbul:
Kairos: Efficient Temporal Graph Analytics on a Single Machine. CoRR abs/2401.02563 (2024) - Albert Kim, Samuel Madden:
Optimizing Disjunctive Queries with Tagged Execution. CoRR abs/2404.09109 (2024) - 2023
- 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): 117:1-117:27 (2023) - Lei Cao, Yizhou Yan, Yu Wang, Samuel Madden, Elke A. Rundensteiner:
AutoOD: Automatic Outlier Detection. Proc. ACM Manag. Data 1(1): 20:1-20:27 (2023) - Zihui Gu, Ju Fan, Nan Tang, Lei Cao, Bowen Jia, Sam Madden, Xiaoyong Du:
Few-shot Text-to-SQL Translation using Structure and Content Prompt Learning. Proc. ACM Manag. Data 1(2): 147:1-147:28 (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): 260:1-260:26 (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): 233:1-233:25 (2023) - Ziniu Wu, Parimarjan Negi, Mohammad Alizadeh, Tim Kraska, Samuel Madden:
FactorJoin: A New Cardinality Estimation Framework for Join Queries. Proc. ACM Manag. Data 1(1): 41:1-41:27 (2023) - Zui Chen, Lei Cao, Sam Madden:
Lingua Manga: A Generic Large Language Model Centric System for Data Curation. Proc. VLDB Endow. 16(12): 4074-4077 (2023) - Ferdinand Kossmann, Ziniu Wu, Eugenie Lai, Nesime Tatbul, Lei Cao, Tim Kraska, Sam Madden:
Extract-Transform-Load for Video Streams. Proc. VLDB Endow. 16(9): 2302-2315 (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): 3293-3301 (2023) - Parimarjan Negi, Ziniu Wu, Andreas Kipf, Nesime Tatbul, Ryan Marcus, Sam Madden, Tim Kraska, Mohammad Alizadeh:
Robust Query Driven Cardinality Estimation under Changing Workloads. Proc. VLDB Endow. 16(6): 1520-1533 (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): 2316-2329 (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 - Gustavo Alonso, Natassa Ailamaki, Sailesh Krishnamurthy, Sam Madden, Swami Sivasubramanian, Raghu Ramakrishnan:
Future of Database System Architectures. SIGMOD Conference Companion 2023: 261-262 - Yu Wang, Lei Cao, Yizhou Yan, Samuel Madden:
Interpretable Outlier Summarization. CoRR abs/2303.06261 (2023) - Jiaming Liang, Lei Cao, Samuel Madden, Zachary G. Ives, Guoliang Li:
RITA: Group Attention is All You Need for Timeseries Analytics. CoRR abs/2306.01926 (2023) - Zihui Gu, Ju Fan, Nan Tang, Songyue Zhang, Yuxin Zhang, Zui Chen, Lei Cao, Guoliang Li, Sam Madden, Xiaoyong Du:
Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation. CoRR abs/2306.08891 (2023) - Zui Chen, Lei Cao, Sam Madden:
RoTaR: Efficient Row-Based Table Representation Learning via Teacher-Student Training. CoRR abs/2306.11696 (2023) - Zui Chen, Lei Cao, Sam Madden:
Lingua Manga: A Generic Large Language Model Centric System for Data Curation. CoRR abs/2306.11702 (2023) - Zui Chen, Lei Cao, Sam Madden, Ju Fan, Nan Tang, Zihui Gu, Zeyuan Shang, Chunwei Liu, Michael J. Cafarella, Tim Kraska:
SEED: Simple, Efficient, and Effective Data Management via Large Language Models. CoRR abs/2310.00749 (2023) - Ferdinand Kossmann, Ziniu Wu, Eugenie Lai, Nesime Tatbul, Lei Cao, Tim Kraska, Samuel Madden:
Extract-Transform-Load for Video Streams. CoRR abs/2310.04830 (2023) - 2022
- Dennis M. Hofmann, Peter M. VanNostrand, Huayi Zhang, Yizhou Yan, Lei Cao, Samuel Madden, Elke A. Rundensteiner:
A Demonstration of AutoOD: A Self-tuning Anomaly Detection System. Proc. VLDB Endow. 15(12): 3706-3709 (2022) - Daisy H. Green, Devin W. Quinn, Samuel Madden, Peter A. Lindahl, Steven B. Leeb:
Nonintrusive Measurements for Detecting Progressive Equipment Faults. IEEE Trans. Instrum. Meas. 71: 1-12 (2022)
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