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» Approximation Algorithms for Data Placement Problems
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ICML
2005
IEEE
16 years 2 months ago
Near-optimal sensor placements in Gaussian processes
When monitoring spatial phenomena, which are often modeled as Gaussian Processes (GPs), choosing sensor locations is a fundamental task. A common strategy is to place sensors at t...
Carlos Guestrin, Andreas Krause, Ajit Paul Singh
WEA
2009
Springer
111views Algorithms» more  WEA 2009»
15 years 8 months ago
A Heuristic for Fair Correlation-Aware Resource Placement
Abstract. The configuration of network resources greatly impacts the communication overhead for data intensive tasks and constitutes a critical problem in the design and maintenan...
Raouf Boutaba, Martin Karsten, Maxwell Young
SIAMSC
2011
219views more  SIAMSC 2011»
14 years 8 months ago
Fast Algorithms for Bayesian Uncertainty Quantification in Large-Scale Linear Inverse Problems Based on Low-Rank Partial Hessian
We consider the problem of estimating the uncertainty in large-scale linear statistical inverse problems with high-dimensional parameter spaces within the framework of Bayesian inf...
H. P. Flath, Lucas C. Wilcox, Volkan Akcelik, Judi...
ICPADS
2006
IEEE
15 years 7 months ago
Optimal Placement of Replicas in Data Grid Environments with Locality Assurance
Data replications is a typical strategy for increasing access performance and data availability in Data Grid systems. Current work on data replication in Grid systems focuses on i...
Yi-Fang Lin, Pangfeng Liu, Jan-Jan Wu
SECON
2010
IEEE
14 years 11 months ago
Placement and Orientation of Rotating Directional Sensors
In this paper, we address several problems that arise in the context of rotating directional sensors. Rotating directional sensors (RDS) have a "directional" coverage reg...
Giordano Fusco, Himanshu Gupta