Ding, Jialin
- Tsunami: A Learned Multi-dimensional Index for Correlated Data and Skewed Workloads
2020/06/23 by Ding, Jialin, Nathan, Vikram, Alizadeh, Mohammad +1 · 6 citations
#Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- The Case for Learned Spatial Indexes
2020/08/24 by Varun Pandey, Pandey, Varun, Alexander van Renen +9 · 3 citations
Computer Science · Social Sciences · #Data Management and Algorithms #Geographic Information Systems Studies #Advanced Database Systems and Queries
- Moment-Based Quantile Sketches for Efficient High Cardinality Aggregation Queries
2018/03/06 by Edward Gan, Gan, Edward, Jialin Ding +7 · 1 citation
Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Data Stream Mining Techniques #Databases (cs.DB) #FOS: Computer and information sciences
- 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
- Enhancing In-Memory Spatial Indexing with Learned Search
2023/09/12 by Varun Pandey, Alexander van Renen, Pandey, Varun +13 · 1 citation
Computer Science · Social Sciences · #Data Management and Algorithms #Data Mining Algorithms and Applications #Databases (cs.DB) #FOS: Computer and information sciences #Geographic Information Systems Studies
- 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