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JMLR
2012
11 years 11 months ago
Randomized Optimum Models for Structured Prediction
One approach to modeling structured discrete data is to describe the probability of states via an energy function and Gibbs distribution. A recurring difficulty in these models is...
Daniel Tarlow, Ryan Prescott Adams, Richard S. Zem...
IEEESCC
2010
IEEE
14 years 1 months ago
Towards Self-Aware Performance and Resource Management in Modern Service-Oriented Systems
Abstract—Modern service-oriented systems have increasingly complex loosely-coupled architectures that often exhibit poor performance and resource efficiency and have high operat...
Samuel Kounev, Fabian Brosig, Nikolaus Huber, Ralf...
DSN
2005
IEEE
14 years 2 months ago
A Performability-Oriented Software Rejuvenation Framework for Distributed Applications
While inherent resource redundancies in distributed applications facilitate gracefully degradable services, methods to enhance their dependability may have subtle, yet significan...
Ann T. Tai, Kam S. Tso, William H. Sanders, Savio ...
IPC
2007
IEEE
14 years 3 months ago
Intelligent Search Mechanism Based on Neuro-Fuzzy System for the Distributed Object Groups
Current research in distributed systems focuses on object group models which are designed for scalable systems and provide accessible objects to the entire group. However, dynamic...
Romeo Mark A. Mateo, Bobby D. Gerardo, Jaewan Lee
IPPS
2007
IEEE
14 years 3 months ago
A WSRF-Compliant Debugger for Grid Applications
Grid computing allows the utilization of vast computational resources for solving complex scientific and engineering problems. However, development tools for Grid applications are...
Donny Kurniawan, David Abramson