18 citations · 51 across the 13 of their papers we have counts for
3 papers · 1 filter
Scheduling OLTP Transactions via Machine Learning
Yangjun Sheng, Anthony Tomasic, Tieying Zhang +1
Current main memory database system architectures are still challenged by high contention workloads and this challenge will continue to grow as the number of cores in processors co…
Multi-Tier Buffer Management and Storage System Design for Non-Volatile Memory
Joy Arulraj, Andy Pavlo, Krishna Teja Malladi
The design of the buffer manager in database management systems (DBMSs) is influenced by the performance characteristics of volatile memory (DRAM) and non-volatile storage (e.g., S…
Predictive Indexing
Joy Arulraj, Ran Xian, Lin Ma +1
There has been considerable research on automated index tuning in database management systems (DBMSs). But the majority of these solutions tune the index configuration by retrospec…