Madden, Samuel
- A Declarative System for Optimizing AI Workloads
2024/05/23 by Chunwei Liu, Matthew Russo, Liu, Chunwei +18 · 1 voice · 11 citations
Computer Science · Engineering · #AI-based Problem Solving and Planning #Advanced Data Processing Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #H.2.3 #I.2.5 #Machine Learning and Data Classification #cs.AI #cs.CL #cs.DB
- Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding
2020/07/19 by Songtao He, Favyen Bastani, He, Songtao +15 · 9 citations
Dentistry · Engineering · Environmental Science · #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Oral Health Pathology and Treatment #Remote Sensing and LiDAR Applications
- FactorJoin: A New Cardinality Estimation Framework for Join Queries
2022/12/11 by Zi‐Niu Wu, Parimarjan Negi, Wu, Ziniu +7 · 11 citations
Computer Science · #Data Management and Algorithms #Advanced Database Systems and Queries #Bayesian Modeling and Causal Inference
- A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics (Extended Version)
2020/03/02 by Shanbhag, Anil, Madden, Samuel, Yu, Xiangyao · 6 citations
#Databases (cs.DB) #FOS: Computer and information sciences
- BlinkDB: Queries with Bounded Errors and Bounded Response Times on Very Large Data
2012/03/25 by Sameer Agarwal, Aurojit Panda, Agarwal, Sameer +7 · 4 citations
Computer Science · #Data Management and Algorithms #Advanced Database Systems and Queries #Cloud Computing and Resource Management
- RoadTagger: Robust Road Attribute Inference with Graph Neural Networks
2019/12/28 by He, Songtao, Bastani, Favyen, Jagwani, Satvat +7 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MDCC: Multi-Data Center Consistency
2012/03/27 by Kraska, Tim, Pang, Gene, Franklin, Michael J. +1 · 2 citations
#Databases (cs.DB) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Starling: A Scalable Query Engine on Cloud Function Services
2019/11/26 by Matthew Perron, Perron, Matthew, Raul Castro Fernandez +5 · 2 citations
Computer Science · #Advanced Database Systems and Queries #Cloud Computing and Resource Management #Databases (cs.DB) #FOS: Computer and information sciences #Graph Theory and Algorithms
- DataHub: Collaborative Data Science & Dataset Version Management at Scale
2014/09/02 by Bhardwaj, Anant, Bhattacherjee, Souvik, Chavan, Amit +4 · 1 citation
#Databases (cs.DB) #FOS: Computer and information sciences
- MacroBase: Prioritizing Attention in Fast Data
2016/03/02 by Peter Bailis, Edward Gan, Bailis, Peter +9 · 1 citation
Computer Science · #Data Stream Mining Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning and Data Classification #Neural Networks and Applications
- CascadeServe: Unlocking Model Cascades for Inference Serving
2024/06/20 by Ferdi Kossmann, Kossmann, Ferdi, Zi‐Niu Wu +9 · 3 citations
Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Parallel #and Cluster Computing (cs.DC)
- SilkMoth: An Efficient Method for Finding Related Sets with Maximum Matching Constraints
2017/04/16 by Deng, Dong, Kim, Albert, Madden, Samuel +1 · 1 citation
#Databases (cs.DB) #FOS: Computer and information sciences
- Termite: A System for Tunneling Through Heterogeneous Data
2019/03/12 by Fernandez, Raul Castro, Madden, Samuel · 1 citation
#Databases (cs.DB) #FOS: Computer and information sciences
- Towards a unified query language for provenance and versioning
2015/06/16 by Amit Chavan, Chavan, Amit, Silu Huang +9 · 1 citation
Computer Science · Decision Sciences · #Databases (cs.DB) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Research Data Management Practices #Scientific Computing and Data Management
- Is the GPU Half-Empty or Half-Full? Practical Scheduling Techniques for LLMs
2024/10/23 by Ferdi Kossmann, Bruce Fontaine, Kossmann, Ferdi +7 · 3 citations
Computer Science · #Advanced Data Storage Technologies #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
- Weld: Rethinking the Interface Between Data-Intensive Applications
2017/09/14 by Shoumik Palkar, Palkar, Shoumik, James J. Thomas +18 · 1 voice
Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #Databases (cs.DB) #Distributed #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #Performance (cs.PF) #and Cluster Computing (cs.DC) #cs.DB #cs.DC #cs.PF
- The Cambridge Report on Database Research
2025/04/15 by Anastasia Ailamaki, Ailamaki, Anastasia, Samuel Madden +96 · 1 voice
Business, Management and Accounting · Computer Science · Decision Sciences · #Big Data Technologies and Applications #Big Data and Business Intelligence #Cloud Computing and Resource Management #cs.DB
- Abacus: A Cost-Based Optimizer for Semantic Operator Systems
2025/05/20 by Russo, Matthew, Sudhir, Sivaprasad, Vitagliano, Gerardo +4 · 3 citations
#Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #H.2.4 #I.2.5
- SeeSaw: Interactive Ad-hoc Search Over Image Databases
2022/08/12 by Oscar Moll, Manuel Favela, Moll, Oscar +6 · 1 citation
Medicine · Computer Science · #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
- KramaBench: A Benchmark for AI Systems on Data-to-Insight Pipelines over Data Lakes
2025/06/06 by Eugenie Y. Lai, Lai, Eugenie, Gerardo Vitagliano +34 · 5 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Research Data Management Practices #Scientific Computing and Data Management
- Optimizing Disjunctive Queries with Tagged Execution
2024/04/14 by Kim, Albert, Madden, Samuel · 1 citation
#Databases (cs.DB) #FOS: Computer and information sciences
- Log-Augmented Generation: Scaling Test-Time Reasoning with Reusable Computation
2025/05/20 by Peter Baile Chen, Chen, Peter Baile, Yi Zhang +7 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- PBench: Workload Synthesizer with Real Statistics for Cloud Analytics Benchmarking
2025/06/19 by Yan Zhou, Zhou, Yan, Chunwei Liu +24 · 1 citation
Computer Science · #Advanced Database Systems and Queries #Cloud Computing and Resource Management #Databases (cs.DB) #FOS: Computer and information sciences #Software System Performance and Reliability