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» Implementing declarative overlays
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EDBT
2012
ACM
299views Database» more  EDBT 2012»
11 years 10 months ago
RecStore: an extensible and adaptive framework for online recommender queries inside the database engine
Most recommendation methods (e.g., collaborative filtering) consist of (1) a computationally intense offline phase that computes a recommender model based on users’ opinions o...
Justin J. Levandoski, Mohamed Sarwat, Mohamed F. M...
AOSD
2012
ACM
12 years 3 months ago
Reusing non-functional concerns across languages
Emerging languages are often source-to-source compiled to mainstream ones, which offer standardized, fine-tuned implementations of non-functional concerns (NFCs)—including pers...
Myoungkyu Song, Eli Tilevich
DAC
2009
ACM
14 years 2 months ago
Beyond verification: leveraging formal for debugging
The latest advancements in the commercial formal model checkers have enabled the integration of formal property verification with the conventional testbench based methods in the o...
Rajeev K. Ranjan, Claudionor Coelho, Sebastian Ska...
ICML
2009
IEEE
14 years 2 months ago
Using fast weights to improve persistent contrastive divergence
The most commonly used learning algorithm for restricted Boltzmann machines is contrastive divergence which starts a Markov chain at a data point and runs the chain for only a few...
Tijmen Tieleman, Geoffrey E. Hinton
P2P
2009
IEEE
231views Communications» more  P2P 2009»
14 years 2 months ago
Measuring the Cost of Online Load-Balancing in Distributed Range-Queriable Systems
Distributed systems such as Peer-to-Peer overlays have been shown to efficiently support the processing of range queries over large numbers of participating hosts. In such system...
Ioannis Konstantinou, Dimitrios Tsoumakos, Nectari...