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» Distributed Data Mining Models as Services on the Grid
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PKDD
2010
Springer
162views Data Mining» more  PKDD 2010»
15 years 4 months ago
Expectation Propagation for Bayesian Multi-task Feature Selection
In this paper we propose a Bayesian model for multi-task feature selection. This model is based on a generalized spike and slab sparse prior distribution that enforces the selectio...
Daniel Hernández-Lobato, José Miguel...
CIDR
2011
274views Algorithms» more  CIDR 2011»
14 years 10 months ago
Cloud Resource Orchestration: A Data-Centric Approach
Cloud computing provides users near instant access to seemingly unlimited resources, and provides service providers the opportunity to deploy complex information technology infras...
Yun Mao, Changbin Liu, Jacobus E. van der Merwe, M...
FAST
2011
14 years 10 months ago
The SCADS Director: Scaling a Distributed Storage System Under Stringent Performance Requirements
Elasticity of cloud computing environments provides an economic incentive for automatic resource allocation of stateful systems running in the cloud. However, these systems have t...
Beth Trushkowsky, Peter Bodík, Armando Fox,...
IPPS
2006
IEEE
16 years 14 days ago
Towards a parallel framework of grid-based numerical algorithms on DAGs
This paper presents a parallel framework of grid-based numerical algorithms where data dependencies between grid zones can be modeled by a directed acyclic graph (DAG). It consist...
Zeyao Mo, Aiqing Zhang, Xiaolin Cao
LISA
2008
15 years 8 months ago
Devolved Management of Distributed Infrastructures with Quattor
In recent times a new kind of computing system has emerged: a distributed infrastructure composed of multiple physical sites in different administrative domains. This model introd...
Stephen Childs, Marco Emilio Poleggi, Charles Loom...