PVLDB 2011/2012 Accepted Paper
The Brown Data Management Research Group has the following paper in VLDB 2012:
- On Predictive Modeling for Optimizing Transaction Execution in Parallel OLTP Systems
Andrew Pavlo, Evan Jones, Stanley Zdonik
In this paper, we present a Markov model-based approach for automatically selecting which optimizations a DBMS could use, namely (1) more efficient concurrency control schemes, (2) intelligent scheduling, (3) reduced undo logging, and (4) speculative execution.