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SIGMETRICS
2010
ACM
212views Hardware» more  SIGMETRICS 2010»
15 years 9 months ago
A mean field model of work stealing in large-scale systems
In this paper, we consider a generic model of computational grids, seen as several clusters of homogeneous processors. In such systems, a key issue when designing efficient job al...
Nicolas Gast, Bruno Gaujal
PAMI
2010
245views more  PAMI 2010»
15 years 2 months ago
A Combinatorial Solution for Model-Based Image Segmentation and Real-Time Tracking
—We propose a combinatorial solution to determine the optimal elastic matching of a deformable template to an image. The central idea is to cast the optimal matching of each temp...
Thomas Schoenemann, Daniel Cremers
ICML
1997
IEEE
16 years 5 months ago
Predicting Multiprocessor Memory Access Patterns with Learning Models
Machine learning techniques are applicable to computer system optimization. We show that shared memory multiprocessors can successfully utilize machine learning algorithms for mem...
M. F. Sakr, Steven P. Levitan, Donald M. Chiarulli...
GECCO
2008
Springer
179views Optimization» more  GECCO 2008»
15 years 5 months ago
ASAGA: an adaptive surrogate-assisted genetic algorithm
Genetic algorithms (GAs) used in complex optimization domains usually need to perform a large number of fitness function evaluations in order to get near-optimal solutions. In rea...
Liang Shi, Khaled Rasheed
HPCA
2008
IEEE
16 years 4 months ago
Gaining insights into multicore cache partitioning: Bridging the gap between simulation and real systems
Cache partitioning and sharing is critical to the effective utilization of multicore processors. However, almost all existing studies have been evaluated by simulation that often ...
Jiang Lin, Qingda Lu, Xiaoning Ding, Zhao Zhang, X...