617 search results - page 1 / 124 » Optimal Distributed Online Prediction using Mini-Batches |
CORR
2010
Springer
13 years 2 months ago
2010
Springer
Online prediction methods are typically presented as serial algorithms running on a single processor. However, in the age of web-scale prediction problems, it is increasingly comm...
WOSS
2004
ACM
13 years 10 months ago
2004
ACM
This paper describes an online control framework to design self-managing distributed computing systems that continually optimize their performance in response to changing computin...
ECIR
2010
Springer
13 years 6 months ago
2010
Springer
Online news agents provide commenting facilities for their readers to express their opinions or sentiments with regards to news stories. The number of user supplied comments on a n...
ICAC
2007
IEEE
13 years 11 months ago
2007
IEEE
—A promising method of automating management tasks in computing systems is to formulate them as control or optimization problems in terms of performance metrics. For an online op...
DAGSTUHL
1996
13 years 6 months ago
1996
Abstract. Most applications of competitive analysis have involved online problems where a candidate on-line algorithm must compete on some input sequence against an optimal o -line...