617 search results - page 5 / 124 » Optimal Distributed Online Prediction using Mini-Batches |
SIGMETRICS
2003
ACM
14 years 1 months ago
2003
ACM
Since web workloads are known to vary dynamically with time, in this paper, we argue that dynamic resource allocation techniques are necessary to provide guarantees to web applicat...
CODES
2008
IEEE
14 years 3 months ago
2008
IEEE
To provide Quality of Service (QoS) guarantees in open and unpredictable environments, the utilization control problem is defined to keep the processor utilization at the schedula...
ICDE
2009
IEEE
14 years 10 months ago
2009
IEEE
In this paper, we present a stream-based mining algorithm for online anomaly prediction. Many real-world applications such as data stream analysis requires continuous cluster opera...
ICASSP
2011
IEEE
13 years 8 days ago
2011
IEEE
The Support Vector Machine (SVM) methodology is an effective, supervised, machine learning method that gives stateof-the-art performance for brain state classification from funct...
ATAL
2005
Springer
14 years 2 months ago
2005
Springer
Robust sequence prediction is an essential component of an intelligent agent acting in a dynamic world. We consider the case of near-future event prediction by an online learning ...