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» Optimizing the Use of High Performance Software Libraries
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202
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DASFAA
2009
IEEE
253views Database» more  DASFAA 2009»
15 years 9 months ago
Implementing and Optimizing Fine-Granular Lock Management for XML Document Trees
Abstract. Fine-grained lock protocols with lock modes and lock granules adjusted to the various XML processing models, allow for highly concurrent transaction processing on XML tre...
Sebastian Bächle, Theo Härder, Michael P...
JMLR
2012
13 years 8 months ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio
150
Voted
IPPS
1998
IEEE
15 years 10 months ago
Partial Rearrangements of Space-Shared FPGAs
Abstract Oliver Diessel1 and Hossam ElGindy2 1Department of Computer Science and Software Engineering 2Department of Electrical and Computer Engineering The University of Newcastle...
Oliver Diessel, Hossam A. ElGindy
APSEC
2002
IEEE
15 years 11 months ago
Evaluating the Scalability of Enterprise JavaBeans Technology
One of the major problems in building large-scale distributed systems is to anticipate the performance of the eventual solution before it has been built. This problem is especiall...
Yan (Jenny) Liu, Ian Gorton, Anna Liu, Shiping Che...
KDD
2007
ACM
177views Data Mining» more  KDD 2007»
16 years 6 months ago
Mining optimal decision trees from itemset lattices
We present DL8, an exact algorithm for finding a decision tree that optimizes a ranking function under size, depth, accuracy and leaf constraints. Because the discovery of optimal...
Élisa Fromont, Siegfried Nijssen