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ICML
2009
IEEE
16 years 4 months ago
Learning structurally consistent undirected probabilistic graphical models
In many real-world domains, undirected graphical models such as Markov random fields provide a more natural representation of the dependency structure than directed graphical mode...
Sushmita Roy, Terran Lane, Margaret Werner-Washbur...
118
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OSDI
2004
ACM
16 years 3 months ago
Using Magpie for Request Extraction and Workload Modelling
Tools to understand complex system behaviour are essential for many performance analysis and debugging tasks, yet there are many open research problems in their development. Magpi...
Paul Barham, Austin Donnelly, Rebecca Isaacs, Rich...
ICDE
2007
IEEE
144views Database» more  ICDE 2007»
15 years 9 months ago
Control Theory: a Foundational Technique for Self Managing Databases
Control theory is a well established discipline that has emerged from aeronautical, electrical, and mechanical engineering to provide a formal approach to building robust systems....
Sam Lightstone, Maheswaran Surendra, Yixin Diao, S...
DATE
2006
IEEE
129views Hardware» more  DATE 2006»
15 years 9 months ago
Non-gaussian statistical interconnect timing analysis
This paper focuses on statistical interconnect timing analysis in a parameterized block-based statistical static timing analysis tool. In particular, a new framework for performin...
Soroush Abbaspour, Hanif Fatemi, Massoud Pedram
118
Voted
ICPR
2006
IEEE
15 years 9 months ago
Fault Detection in Distributed Systems by Representative Subspace Mapping
The high dimensionality of system observation, together with the frequent changes of system normal behavior resulting from workload variations, makes fault detection very difficu...
Haifeng Chen, Guofei Jiang, Kenji Yoshihira