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ECCV
2010
Springer
15 years 9 months ago
Optimizing Complex Loss Functions in Structured Prediction
Abstract. In this paper we develop an algorithm for structured prediction that optimizes against complex performance measures, those which are a function of false positive and fals...
142
Voted
IEEEPACT
2003
IEEE
15 years 8 months ago
Miss Rate Prediction across All Program Inputs
Improving cache performance requires understanding cache behavior. However, measuring cache performance for one or two data input sets provides little insight into how cache behav...
Yutao Zhong, Steve Dropsho, Chen Ding
142
Voted
DSOM
2006
Springer
15 years 7 months ago
Predictable Scaling Behaviour in the Data Centre with Multiple Application Servers
Load sharing in the data centre is an essential strategy for meeting service levels in high volume and high availability services. We investigate the accuracy with which simple, cl...
Mark Burgess, Gard Undheim
CASES
2008
ACM
15 years 5 months ago
Exploring and predicting the architecture/optimising compiler co-design space
Embedded processor performance is dependent on both the underlying architecture and the compiler optimisations applied. However, designing both simultaneously is extremely difficu...
Christophe Dubach, Timothy M. Jones, Michael F. P....
160
Voted
ICASSP
2011
IEEE
14 years 7 months ago
Low-complexity predictive lossy compression of hyperspectral and ultraspectral images
Lossy compression of hyperspectral and ultraspectral images is traditionally performed using 3D transform coding. This approach yields good performance, but its complexity and mem...
Andrea Abrardo, Mauro Barni, Enrico Magli