Lin Ma

Affiliations:
  • Carnegie Mellon University, PA, USA


According to our database1, Lin Ma authored at least 19 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
Hit the Gym: Accelerating Query Execution to Efficiently Bootstrap Behavior Models for Self-Driving Database Management Systems.
Proc. VLDB Endow., July, 2024

Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native.
CoRR, 2024

2023
Database Gyms.
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.
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.
Proc. VLDB Endow., 2021

MB2: Decomposed Behavior Modeling for Self-Driving Database Management Systems.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Filter Representation in Vectorized Query Execution.
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.
Proceedings of the 11th Conference on Innovative Data Systems Research, 2021

2020
Permutable Compiled Queries: Dynamically Adapting Compiled Queries without Recompiling.
Proc. VLDB Endow., 2020

Active Learning for ML Enhanced Database Systems.
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.
IEEE Data Eng. Bull., 2019

Predictive Indexing.
CoRR, 2019

2018
Query-based Workload Forecasting for Self-Driving Database Management Systems.
Proceedings of the 2018 International Conference on Management of Data, 2018

2017
Self-Driving Database Management Systems.
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.
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.
Proceedings of the 12th International Workshop on Data Management on New Hardware, 2016

2015
PAGE: A Partition Aware Engine for Parallel Graph Computation.
IEEE Trans. Knowl. Data Eng., 2015

2014
Parallel subgraph listing in a large-scale graph.
Proceedings of the International Conference on Management of Data, 2014

2013
PAGE: a partition aware graph computation engine.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013


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