Tim Kraska
- The Case for Learned Index Structures
2017/12/04 by Tim Kraska, Kraska, Tim, Alex Beutel +7 · 10 voices · 30 citations
#cs.DB #cs.DS #cs.NE
- Recursive Language Models
2025/12/31 by Alex L. Zhang, Tim Kraska, Omar Khattab · 40 voices · 5 citations
#cs.AI #cs.CL
- Neo
2019/04/07 by Ryan Marcus, Parimarjan Negi, Hongzi Mao +5 · 2 voices · 18 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Data Management and Algorithms #Machine Learning and Data Classification #cs.DB
- Learning Multi-Dimensional Indexes
2019/12/03 by Vikram Nathan, Jialin Ding, Mohammad Alizadeh +1 · 1 voice · 8 citations
Computer Science · #Data Management and Algorithms #Advanced Database Systems and Queries #Caching and Content Delivery
- A Declarative System for Optimizing AI Workloads
2024/05/23 by Chunwei Liu, Liu, Chunwei, Matthew Russo +18 · 1 voice · 9 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
- DBOS: A Proposal for a Data-Centric Operating System
2020/07/21 by Michael Cafarella, David J. DeWitt, David DeWitt +14 · 4 voices
Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #Distributed systems and fault tolerance #cs.AR #cs.DB #cs.DC #cs.NI #cs.OS
- VizML: A Machine Learning Approach to Visualization Recommendation
2018/08/14 by Kevin Hu, Hu, Kevin Z., Michiel A. Bakker +7 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Data Analysis with R #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Image and Video Quality Assessment #Machine Learning (cs.LG)
- TuPAQ: An Efficient Planner for Large-scale Predictive Analytic Queries
2015/01/31 by Evan R. Sparks, Evan Sparks, Ameet Talwalkar +8 · 1 voice · 2 citations
Computer Science · Decision Sciences · #Machine Learning and Data Classification #Cloud Computing and Resource Management #Advanced Bandit Algorithms Research
- FactorJoin: A New Cardinality Estimation Framework for Join Queries
2022/12/11 by Zi‐Niu Wu, Wu, Ziniu, Parimarjan Negi +7 · 9 citations
Computer Science · #Data Management and Algorithms #Advanced Database Systems and Queries #Bayesian Modeling and Causal Inference
- Flow-Loss: Learning Cardinality Estimates That Matter
2021/01/13 by Parimarjan Negi, Negi, Parimarjan, Ryan Marcus +11 · 7 citations
Computer Science · #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning and Data Classification
- RadixSpline: A Single-Pass Learned Index
2020/04/30 by Andreas Kipf, Kipf, Andreas, Ryan Marcus +11 · 6 citations
Computer Science · #Advanced Data Storage Technologies #Advanced Database Systems and Queries #Algorithms and Data Compression #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Automated Data Slicing for Model Validation:A Big data - AI Integration\n Approach
2018/07/16 by Yeounoh Chung, Tim Kraska, Chung, Yeounoh +7 · 4 citations
Computer Science · Decision Sciences · #Machine Learning and Data Classification #Anomaly Detection Techniques and Applications #Data Quality and Management
- The Case for Learned In-Memory Joins
2021/11/16 by Ibrahim Sabek, Tim Kraska, Sabek, Ibrahim +1 · 4 citations
Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Data Stream Mining Techniques #Databases (cs.DB) #FOS: Computer and information sciences
- VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository
2019/05/11 by Kevin Hu, Neil Gaikwad, Hu, Kevin +17 · 3 citations
Computer Science · #Data Visualization and Analytics #Databases (cs.DB) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Image and Video Quality Assessment #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Video Analysis and Summarization
- A Data Quality Metric (DQM): How to Estimate The Number of Undetected Errors in Data Sets
2016/11/15 by Yeounoh Chung, Sanjay Krishnan, Chung, Yeounoh +3 · 1 citation
Computer Science · Decision Sciences · Medicine · #Data Quality and Management #Data-Driven Disease Surveillance #Databases (cs.DB) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Privacy-Preserving Technologies in Data
- SEED: Domain-Specific Data Curation With Large Language Models
2023/10/01 by Zui Chen, Chen, Zui, Lei Cao +17 · 2 citations
Computer Science · Decision Sciences · #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Research Data Management Practices #Topic Modeling
- MLI: An API for Distributed Machine Learning
2013/10/21 by Evan Sparks, Ameet Talwalkar, Sparks, Evan R. +15 · 3 citations
Computer Science · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Parallel #and Cluster Computing (cs.DC)
- Partitioned Learned Bloom Filter
2020/06/05 by Kapil Vaidya, Eric Knorr, Vaidya, Kapil +5 · 1 citation
Computer Science · Energy · Materials Science · #Advanced Photocatalysis Techniques #Caching and Content Delivery #Covalent Organic Framework Applications #Data Structures and Algorithms (cs.DS) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design
2024/03/08 by Wenqi Jiang, Jiang, Wenqi, Shuai Zhang +9 · 2 citations
Earth and Planetary Sciences · Engineering · #Underwater Acoustics Research #Underwater Vehicles and Communication Systems #Plasma Diagnostics and Applications
- The Cambridge Report on Database Research
2025/04/15 by Anastasia Ailamaki, Samuel Madden, Ailamaki, Anastasia +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
- KramaBench: A Benchmark for AI Systems on Data-to-Insight Pipelines over Data Lakes
2025/06/06 by Eugenie Y. Lai, Gerardo Vitagliano, Lai, Eugenie +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
- SQLens: An End-to-End Framework for Error Detection and Correction in Text-to-SQL
2025/06/04 by Yue Gong, Gong, Yue, Chuan Lei +9 · 4 citations
Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Scientific Computing and Data Management
- Deep Research is the New Analytics System: Towards Building the Runtime for AI-Driven Analytics
2025/09/02 by Matthew Russo, Russo, Matthew, Tim Kraska +1 · 1 citation
Computer Science · Decision Sciences · Materials Science · #Big Data and Digital Economy #Scientific Computing and Data Management #Machine Learning in Materials Science
- 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
- TailorSQL: An NL2SQL System Tailored to Your Query Workload
2025/05/29 by Kapil Vaidya, Vaidya, Kapil, Jialin Ding +16 · 2 citations
Computer Science · #Cloud Computing and Resource Management #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Natural Language Processing Techniques #Web Application Security Vulnerabilities