Filter Representation in Vectorized Query Execution
Amadou Ngom, Prashanth Menon, Matthew Butrovich, Lin Ma, Wan Shen Lim, Todd C. Mowry, Andrew Pavlo
DAMON 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
SIGMOD 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
CIDR 2021
Paper
Permutable Compiled Queries: Dynamically Adapting Compiled Queries without Recompiling
Prashanth Menon, Amadou Ngom, Lin Ma, Todd C. Mowry, Andrew Pavlo
VLDB 2020
Paper
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
TCDE Bulletin 2019
Paper
Relaxed Operator Fusion for In-Memory Databases: Making Compilation, Vectorization, and Prefetching Work Together At Last
Prashanth Menon, Todd C. Mowry, Andrew Pavlo
VLDB 2017 Runner Up Best Paper
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Self-Driving Database Management Systems
Andrew Pavlo, Gustavo Angulo, Joy Arulraj, Haibin Lin, Jiexi Lin, Lin Ma, Prashanth Menon, Todd Mowry, Matthew Perron, Ian Quah, Siddharth Santurkar, Anthony Tomasic, Skye Toor, Dana Van Aken, Ziqi Wang, Yingjun Wu, Ran Xian, and Tieying Zhang
CIDR 2017
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Project
Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads
Joy Arulraj, Andrew Pavlo, and Prashanth Menon
SIGMOD 2016
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Project
High performance stream queries in scala
Dantong Song, Kaiwen Zhang, Tilmann Rabl, Prashanth Menon, Hans-Arno Jacobsen
DEBS 2015
Paper
CaSSanDra: An SSD boosted key-value store
Prashanth Menon, Tilmann Rabl, Mohammad Sadoghi, Hans-Arno Jacobsen
ICDE 2014
Paper