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» Distributed Message Passing for Large Scale Graphical Models
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90
Voted
PDP
2002
IEEE
15 years 5 months ago
Scalable Monitoring and Configuration Tools for Grids and Clusters
We present the Ka-admin project that addresses the problem of collecting, visualizing and feeding back any grid information, trace or snapshot, compliant to an XML-like model. Rea...
Philippe Augerat, Cyrill Martin, Benhur Stein
78
Voted
SC
2004
ACM
15 years 5 months ago
Predicting and Evaluating Distributed Communication Performance
–Application of hardware-parameterized models to distributed systems can result in omission of key bottlenecks such as the full cost of inter- and intra-node communication in a c...
Kirk W. Cameron, Rong Ge
DSP
2007
15 years 10 days ago
Variational and stochastic inference for Bayesian source separation
We tackle the general linear instantaneous model (possibly underdetermined and noisy) where we model the source prior with a Student t distribution. The conjugate-exponential char...
Ali Taylan Cemgil, Cédric Févotte, S...
PADS
2006
ACM
15 years 6 months ago
A Framework for Robust HLA-based Distributed Simulations
The High Level Architecture (HLA) is a standard for the interoperability and reuse of simulation components, referred to as federates. Large scale HLA-compliant simulations are bu...
Dan Chen, Stephen John Turner, Wentong Cai
NIPS
2008
15 years 1 months ago
Clusters and Coarse Partitions in LP Relaxations
We propose a new class of consistency constraints for Linear Programming (LP) relaxations for finding the most probable (MAP) configuration in graphical models. Usual cluster-base...
David Sontag, Amir Globerson, Tommi Jaakkola