Jialin Ding

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 22

Top Topics

Unsupervised Manner

Aggregation Queries

Distribution Free

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

Publications

Jialin Ding, Matt Abrams, Sanghita Bandyopadhyay, Luciano Di Palma, Yanzhu Ji, Davide Pagano, Gopal Paliwal, Panos Parchas, Pascal Pfeil, Orestis Polychroniou, Gaurav Saxena, Aamer Shah, Amina Voloder, Sherry Xiao, Davis Zhang, Tim Kraska
Automated Multidimensional Data Layouts in Amazon Redshift. SIGMOD Conference Companion (2024)
Jenny Gao, Jialin Ding, Sivaprasad Sudhir, Samuel Madden
Learning Bit Allocations for Z-Order Layouts in Analytic Data Systems. aiDM@SIGMOD (2024)
Peifeng Tong, Wu Su, He Li, Jialin Ding, Zhan Haoxiang, Song Xi Chen
Distribution Free Domain Generalization. ICML (2023)
Varun Pandey, Alexander van Renen, Eleni Tzirita Zacharatou, Andreas Kipf, Ibrahim Sabek, Jialin Ding, Volker Markl, Alfons Kemper
Enhancing In-Memory Spatial Indexing with Learned Search. CoRR (2023)
Samuel Madden, Jialin Ding, Tim Kraska, Sivaprasad Sudhir, David Cohen, Timothy G. Mattson, Nesime Tatbul
Self-Organizing Data Containers. CIDR (2022)
Jialin Ding, Ryan C. Marcus, Andreas Kipf, Vikram Nathan, Aniruddha Nrusimha, Kapil Vaidya, Alexander van Renen, Tim Kraska
SageDB: An Instance-Optimized Data Analytics System. Proc. VLDB Endow. 15 (13) (2022)
Jialin Ding, Umar Farooq Minhas, Badrish Chandramouli, Chi Wang, Yinan Li, Ying Li, Donald Kossmann, Johannes Gehrke, Tim Kraska
Instance-Optimized Data Layouts for Cloud Analytics Workloads. SIGMOD Conference (2021)
Baotong Lu, Jialin Ding, Eric Lo, Umar Farooq Minhas, Tianzheng Wang
APEX: A High-Performance Learned Index on Persistent Memory. CoRR (2021)
Baotong Lu, Jialin Ding, Eric Lo, Umar Farooq Minhas, Tianzheng Wang
APEX: A High-Performance Learned Index on Persistent Memory. Proc. VLDB Endow. 15 (3) (2021)
Varun Pandey, Alexander van Renen, Andreas Kipf, Jialin Ding, Ibrahim Sabek, Alfons Kemper
The Case for Learned Spatial Indexes. AIDB@VLDB (2020)
Vikram Nathan, Jialin Ding, Tim Kraska, Mohammad Alizadeh
Cortex: Harnessing Correlations to Boost Query Performance. CoRR (2020)
Vikram Nathan, Jialin Ding, Mohammad Alizadeh, Tim Kraska
Learning Multi-Dimensional Indexes. SIGMOD Conference (2020)
Jialin Ding, Umar Farooq Minhas, Jia Yu, Chi Wang, Jaeyoung Do, Yinan Li, Hantian Zhang, Badrish Chandramouli, Johannes Gehrke, Donald Kossmann, David B. Lomet, Tim Kraska
ALEX: An Updatable Adaptive Learned Index. SIGMOD Conference (2020)
Varun Pandey, Alexander van Renen, Andreas Kipf, Ibrahim Sabek, Jialin Ding, Alfons Kemper
The Case for Learned Spatial Indexes. CoRR (2020)
Jialin Ding, Vikram Nathan, Mohammad Alizadeh, Tim Kraska
Tsunami: A Learned Multi-dimensional Index for Correlated Data and Skewed Workloads. CoRR (2020)
Jialin Ding, Vikram Nathan, Mohammad Alizadeh, Tim Kraska
Tsunami: A Learned Multi-dimensional Index for Correlated Data and Skewed Workloads. Proc. VLDB Endow. 14 (2) (2020)
Jialin Ding, Umar Farooq Minhas, Hantian Zhang, Yinan Li, Chi Wang, Badrish Chandramouli, Johannes Gehrke, Donald Kossmann, David B. Lomet
ALEX: An Updatable Adaptive Learned Index. CoRR (2019)
Darryl Ho, Jialin Ding, Sanchit Misra, Nesime Tatbul, Vikram Nathan, Vasimuddin Md, Tim Kraska
LISA: Towards Learned DNA Sequence Search. CoRR (2019)
Vikram Nathan, Jialin Ding, Mohammad Alizadeh, Tim Kraska
Learning Multi-dimensional Indexes. CoRR (2019)
Edward Gan, Jialin Ding, Kai Sheng Tai, Vatsal Sharan, Peter Bailis
Moment-Based Quantile Sketches for Efficient High Cardinality Aggregation Queries. Proc. VLDB Endow. 11 (11) (2018)
Edward Gan, Jialin Ding, Kai Sheng Tai, Vatsal Sharan, Peter Bailis
Moment-Based Quantile Sketches for Efficient High Cardinality Aggregation Queries. CoRR (2018)
Firas Abuzaid, Peter Bailis, Jialin Ding, Edward Gan, Samuel Madden, Deepak Narayanan, Kexin Rong, Sahaana Suri
MacroBase: Prioritizing Attention in Fast Data. ACM Trans. Database Syst. 43 (4) (2018)
Tao Zhao, Jian Xiao, Jialin Ding, Peng Chen
A variable precision interval type-2 fuzzy rough set model for attribute reduction. J. Intell. Fuzzy Syst. 26 (6) (2014)
Jialin Ding, Jian Xiao, Yong Zhang, Muhammad Naveed Iqbal
Distributed State Estimation for Discrete-Time Nonlinear System with Unknown Inputs. Circuits Syst. Signal Process. 33 (11) (2014)
Tao Zhao, Jian Xiao, Jialin Ding, XueSong Deng, Song Wang
Relaxed stability conditions for interval type-2 fuzzy-model-based control systems. Kybernetika 50 (1) (2014)