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» Resource Space Grid: model, method and platform
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IPPS
2007
IEEE
15 years 4 months ago
A Performance Prediction Framework for Grid-Based Data Mining Applications
For a grid middleware to perform resource allocation, prediction models are needed, which can determine how long an application will take for completion on a particular platform o...
Leonid Glimcher, Gagan Agrawal
PR
2007
104views more  PR 2007»
14 years 9 months ago
Optimizing resources in model selection for support vector machine
Tuning SVM hyperparameters is an important step in achieving a high-performance learning machine. It is usually done by minimizing an estimate of generalization error based on the...
Mathias M. Adankon, Mohamed Cheriet
78
Voted
ACSD
2006
IEEE
148views Hardware» more  ACSD 2006»
15 years 3 months ago
Functional Model Exploration for Multimedia Applications via Algebraic Operators
An optimized functional design space exploration method for multimedia applications is proposed. The basis of the method is a way of representing the dependency and the concurrenc...
Shinjiro Kakita, Yosinori Watanabe, Douglas Densmo...
ICRA
2005
IEEE
154views Robotics» more  ICRA 2005»
15 years 3 months ago
Whole Body Locomotion Planning of Humanoid Robots based on a 3D Grid Map
— This paper proposes a method for a humanoid robot to generate 3D model of the environment using a stereo vision, find a movable space using it and plan feasible locomotion onl...
Fumio Kanehiro, Takashi Yoshimi, Shuuji Kajita, Mi...
TPDS
2010
154views more  TPDS 2010»
14 years 4 months ago
Adaptive Workload Prediction of Grid Performance in Confidence Windows
Predicting grid performance is a complex task because heterogeneous resource nodes are involved in a distributed environment. Long execution workload on a grid is even harder to pr...
Yongwei Wu, Kai Hwang, Yulai Yuan, Weimin Zheng