Lin Ma

According to our database, Lin Ma authored at least 19 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Hit the Gym: Accelerating Query Execution to Efficiently Bootstrap Behavior Models for Self-Driving Database Management Systems.

Wan Shen Lim, Lin Ma, William Zhang, Matthew Butrovich, Samuel Arch, Andrew Pavlo

Proc. VLDB Endow., July, 2024

Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native.

Yao Lu, Song Bian, Lequn Chen, Yongjun He, Yulong Hui, Matthew Lentz, Beibin Li, Fei Liu, Jialin Li, Qi Liu, Rui Liu, Xiaoxuan Liu, Lin Ma, Kexin Rong, Jianguo Wang, Yingjun Wu, Yongji Wu, Huanchen Zhang, Minjia Zhang, Qizhen Zhang, Tianyi Zhou, Danyang Zhuo

CoRR, 2024

2023

Database Gyms.

Wan Shen Lim, Matthew Butrovich, William Zhang, Andrew Crotty, Lin Ma, Peijing Xu, Johannes Gehrke, Andrew Pavlo

Proceedings of the 13th Conference on Innovative Data Systems Research, 2023

2022

Tastes Great! Less Filling! High Performance and Accurate Training Data Collection for Self-Driving Database Management Systems.

Matthew Butrovich, Wan Shen Lim, Lin Ma, John Rollinson, William Zhang, Yu Xia, Andrew Pavlo

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

2021

Make Your Database System Dream of Electric Sheep: Towards Self-Driving Operation.

Andy Pavlo, Matthew Butrovich, Lin Ma, Prashanth Menon, Wan Shen Lim, Dana Van Aken, William Zhang

Proc. VLDB Endow., 2021

MB2: Decomposed Behavior Modeling for Self-Driving Database Management Systems.

Lin Ma, William Zhang, Jie Jiao, Wuwen Wang, Matthew Butrovich, Wan Shen Lim, Prashanth Menon, Andrew Pavlo

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Filter Representation in Vectorized Query Execution.

Amadou Ngom, Prashanth Menon, Matthew Butrovich, Lin Ma, Wan Shen Lim, Todd C. Mowry, Andrew Pavlo

Proceedings of the 17th International Workshop on Data Management on New Hardware, 2021

Everything is a Transaction: Unifying Logical Concurrency Control and Physical Data Structure Maintenance in Database Management Systems.

Ling Zhang, Matthew Butrovich, Tianyu Li, Andrew Pavlo, Yash Nannapaneni, John Rollinson, Huanchen Zhang, Ambarish Balakumar, Daniel Biales, Ziqi Dong, Emmanuel J. Eppinger, Jordi E. Gonzalez, Wan Shen Lim, Jianqiao Liu, Lin Ma, Prashanth Menon, Soumil Mukherjee, Tanuj Nayak, Amadou Ngom, Dong Niu, Deepayan Patra, Poojita Raj, Stephanie Wang, Wuwen Wang, Yao Yu, William Zhang

Proceedings of the 11th Conference on Innovative Data Systems Research, 2021

2020

Permutable Compiled Queries: Dynamically Adapting Compiled Queries without Recompiling.

Prashanth Menon, Amadou Ngom, Todd C. Mowry, Andrew Pavlo, Lin Ma

Proc. VLDB Endow., 2020

Active Learning for ML Enhanced Database Systems.

Lin Ma, Bailu Ding, Sudipto Das, Adith Swaminathan

Proceedings of the 2020 International Conference on Management of Data, 2020

2019

External vs. Internal: An Essay on Machine Learning Agents for Autonomous Database Management Systems.

Andrew Pavlo, Matthew Butrovich, Ananya Joshi, Lin Ma, Prashanth Menon, Dana Van Aken, Lisa Lee, Ruslan Salakhutdinov

IEEE Data Eng. Bull., 2019

Predictive Indexing.

Joy Arulraj, Ran Xian, Lin Ma, Andrew Pavlo

CoRR, 2019

2018

Query-based Workload Forecasting for Self-Driving Database Management Systems.

Lin Ma, Dana Van Aken, Ahmed Hefny, Gustavo Mezerhane, Andrew Pavlo, Geoffrey J. Gordon

Proceedings of the 2018 International Conference on Management of Data, 2018

2017

Self-Driving Database Management Systems.

Andrew Pavlo, Gustavo Angulo, Joy Arulraj, Haibin Lin, Jiexi Lin, Lin Ma, Prashanth Menon, Todd C. Mowry, Matthew Perron, Ian Quah, Siddharth Santurkar, Anthony Tomasic, Skye Toor, Dana Van Aken, Ziqi Wang, Yingjun Wu, Ran Xian, Tieying Zhang

Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

2016

Reducing the Storage Overhead of Main-Memory OLTP Databases with Hybrid Indexes.

Huanchen Zhang, David G. Andersen, Andrew Pavlo, Michael Kaminsky, Lin Ma, Rui Shen

Proceedings of the 2016 International Conference on Management of Data, 2016

Larger-than-memory data management on modern storage hardware for in-memory OLTP database systems.

Lin Ma, Joy Arulraj, Sam Zhao, Andrew Pavlo, Subramanya R. Dulloor, Michael J. Giardino, Jeff Parkhurst, Jason L. Gardner, Kshitij A. Doshi, Stanley B. Zdonik

Proceedings of the 12th International Workshop on Data Management on New Hardware, 2016

2015

PAGE: A Partition Aware Engine for Parallel Graph Computation.

Yingxia Shao, Bin Cui, Lin Ma

IEEE Trans. Knowl. Data Eng., 2015

2014

Parallel subgraph listing in a large-scale graph.

Yingxia Shao, Bin Cui, Lei Chen, Lin Ma, Junjie Yao, Ning Xu

Proceedings of the International Conference on Management of Data, 2014

2013

PAGE: a partition aware graph computation engine.

Yingxia Shao, Junjie Yao, Bin Cui, Lin Ma

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013