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KDD
2002
ACM
171views Data Mining» more  KDD 2002»
14 years 9 months ago
Mining complex models from arbitrarily large databases in constant time
In this paper we propose a scaling-up method that is applicable to essentially any induction algorithm based on discrete search. The result of applying the method to an algorithm ...
Geoff Hulten, Pedro Domingos
VLDB
2002
ACM
108views Database» more  VLDB 2002»
13 years 8 months ago
Generic Database Cost Models for Hierarchical Memory Systems
Accurate prediction of operator execution time is a prerequisite for database query optimization. Although extensively studied for conventional disk-based DBMSs, cost modeling in ...
Stefan Manegold, Peter A. Boncz, Martin L. Kersten
WWW
2005
ACM
14 years 9 months ago
Towards autonomic web-sites based on learning automata
Autonomics or self-reorganization becomes pertinent for websites serving a large number of users with highly varying workloads. An important component of self-adaptation is to mod...
Pradeep S, Chitra Ramachandran, Srinath Srinivasa
IISWC
2006
IEEE
14 years 2 months ago
Modeling Cache Sharing on Chip Multiprocessor Architectures
— As CMPs are emerging as the dominant architecture for a wide range of platforms (from embedded systems and game consoles, to PCs, and to servers) the need to manage on-chip res...
Pavlos Petoumenos, Georgios Keramidas, Håkan...
HIPEAC
2010
Springer
14 years 5 months ago
Combining Locality Analysis with Online Proactive Job Co-scheduling in Chip Multiprocessors
Abstract. The shared-cache contention on Chip Multiprocessors causes performance degradation to applications and hurts system fairness. Many previously proposed solutions schedule ...
Yunlian Jiang, Kai Tian, Xipeng Shen