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IDA
2009
Springer
15 years 6 months ago
Bayesian Robust PCA for Incomplete Data
Abstract. We present a probabilistic model for robust principal component analysis (PCA) in which the observation noise is modelled by Student-t distributions that are independent ...
Jaakko Luttinen, Alexander Ilin, Juha Karhunen
DSN
2006
IEEE
15 years 6 months ago
Randomized Intrusion-Tolerant Asynchronous Services
Randomized agreement protocols have been around for more than two decades. Often assumed to be inefficient due to their high expected communication and time complexities, they ha...
Henrique Moniz, Nuno Ferreira Neves, Miguel Correi...
HPCS
2006
IEEE
15 years 6 months ago
Simulations of Disordered Bosons on Hyper-Cubic Lattices
We address computational issues relevant to the study of disordered quantum mechanical systems at very low temperatures. As an example we consider the disordered BoseHubbard model...
Peter Hitchcock, Erik S. Sørensen
HPDC
2006
IEEE
15 years 6 months ago
When Jobs Play Nice: The Case For Symbiotic Space-Sharing
Using a large HPC platform, we investigate the effectiveness of “symbiotic space-sharing”, a technique that improves system throughput by executing parallel applications in comb...
Jonathan Weinberg, Allan Snavely
SKG
2006
IEEE
15 years 6 months ago
Semantic-driven Management and Search for Resources in Research Community
In recent years, semantic search has become one hot motivation of the semantic web. In this paper, we propose a semantic-based resource management and search architecture and its ...
Junsheng Zhang, Zhixian Yan