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» Dynamic Optimization of Micro-Operations
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NIPS
2008
15 years 8 months ago
Optimization on a Budget: A Reinforcement Learning Approach
Many popular optimization algorithms, like the Levenberg-Marquardt algorithm (LMA), use heuristic-based "controllers" that modulate the behavior of the optimizer during ...
Paul Ruvolo, Ian R. Fasel, Javier R. Movellan
PVLDB
2008
126views more  PVLDB 2008»
15 years 6 months ago
Parallelizing query optimization
Many commercial RDBMSs employ cost-based query optimization exploiting dynamic programming (DP) to efficiently generate the optimal query execution plan. However, optimization tim...
Wook-Shin Han, Wooseong Kwak, Jinsoo Lee, Guy M. L...
CGO
2004
IEEE
15 years 10 months ago
VHC: Quickly Building an Optimizer for Complex Embedded Architectures
To meet the high demand for powerful embedded processors, VLIW architectures are increasingly complex (e.g., multiple clusters), and moreover, they now run increasingly sophistica...
Michael Dupré, Nathalie Drach, Olivier Tema...
ICDE
2010
IEEE
189views Database» more  ICDE 2010»
15 years 7 months ago
Caching all plans with just one optimizer call
Abstract— Modern database management systems (DBMS) answer a multitude of complex queries on increasingly larger datasets. Given the complexities of the queries and the numerous ...
Debabrata Dash, Ioannis Alagiannis, Cristina Maier...
ISCA
2005
IEEE
117views Hardware» more  ISCA 2005»
16 years 11 days ago
Store Vulnerability Window (SVW): Re-Execution Filtering for Enhanced Load Optimization
The load-store unit is a performance critical component of a dynamically-scheduled processor. It is also a complex and non-scalable component. Several recently proposed techniques...
Amir Roth