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SASO
2009
IEEE
14 years 3 months ago
Distributed W-Learning: Multi-Policy Optimization in Self-Organizing Systems
—Large-scale agent-based systems are required to self-optimize towards multiple, potentially conflicting, policies of varying spatial and temporal scope. As a result, not all ag...
Ivana Dusparic, Vinny Cahill
HPDC
2007
IEEE
14 years 2 months ago
Peer-to-peer checkpointing arrangement for mobile grid computing systems
This paper deals with a novel, distributed, QoS-aware, peer-topeer checkpointing arrangement component for mobile Grid (MoG) computing systems middleware. Checkpointing is more cr...
Paul J. Darby III, Nian-Feng Tzeng
INFOSCALE
2006
ACM
14 years 2 months ago
PENS: an algorithm for density-based clustering in peer-to-peer systems
Huge amounts of data are available in large-scale networks of autonomous data sources dispersed over a wide area. Data mining is an essential technology for obtaining hidden and v...
Mei Li, Guanling Lee, Wang-Chien Lee, Anand Sivasu...
ESCIENCE
2006
IEEE
14 years 2 months ago
Monitoring the Earth System Grid with MDS4
In production Grids for scientific applications, service and resource failures must be detected and addressed quickly. In this paper, we describe the monitoring infrastructure use...
Ann L. Chervenak, Jennifer M. Schopf, Laura Pearlm...
KDD
2010
ACM
265views Data Mining» more  KDD 2010»
14 years 12 days ago
Combining predictions for accurate recommender systems
We analyze the application of ensemble learning to recommender systems on the Netflix Prize dataset. For our analysis we use a set of diverse state-of-the-art collaborative filt...
Michael Jahrer, Andreas Töscher, Robert Legen...