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IJCAI
1997
14 years 11 months ago
Probabilistic Partial Evaluation: Exploiting Rule Structure in Probabilistic Inference
Bayesian belief networks have grown to prominence because they provide compact representations of many domains, and there are algorithms to exploit this compactness. The next step...
David Poole
SIGOPS
2010
124views more  SIGOPS 2010»
14 years 8 months ago
Decoupling storage and computation in Hadoop with SuperDataNodes
The rise of ad-hoc data-intensive computing has led to the development of data-parallel programming systems such as Map/Reduce and Hadoop, which achieve scalability by tightly cou...
George Porter
64
Voted
SOCIALCOM
2010
14 years 7 months ago
The Many Faces of Mentoring in an MMORPG
Mentoring refers to the phenomenon where a more skilled or knowledgeable person helps a less skilled or less knowledgeable person gain skill in a particular domain. In this paper w...
Muhammad Aurangzeb Ahmad, David Huffaker, Jing Wan...
UAI
2000
14 years 11 months ago
Building a Stochastic Dynamic Model of Application Use
Many intelligent user interfaces employ application and user models to determine the user's preferences, goals and likely future actions. Such models require application anal...
Peter Gorniak, David Poole
79
Voted
IPPS
2009
IEEE
15 years 4 months ago
Using a market economy to provision compute resources across planet-wide clusters
—We present a practical, market-based solution to the resource provisioning problem in a set of heterogeneous resource clusters. We focus on provisioning rather than immediate sc...
Murray Stokely, Jim Winget, E. Keyes, C. Grimes, B...