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Distributed Outlier Detection using Compressive Sensing
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, 2015Computing outliers and related statistical aggregation functions from large-scale big data sources is a critical operation in many cloud computing scenarios, e.g. service quality assurance, fraud detection, or novelty discovery. Such problems commonly have to be solved in a distributed environment where each node only has a local slice of the entirety ...
Ying Yan +6 more
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Rate-Distortion Theory of Distributed Compressed Sensing
2015In this chapter, correlated and distributed sources without cooperation at the encoder are considered. For these sources, the best achievable performance in the rate-distortion sense of any distributed compressed sensing scheme is derived, under the constraint of high-rate quantization.
Giulio Coluccia +2 more
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Application of distributed compressed sensing for GMTI purposes
IET International Conference on Radar Systems (Radar 2012), 2012The first step of ground moving target indication is the differentiation between moving and nonmoving objects. Using sparsity based methods for this purpose is often constrained by the nonsparse characteristic of the nonmoving clutter. In this paper we present a new approach for moving target indication based on distributed compressed sensing, a ...
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Decentralized SDN Control Plane for a Distributed Cloud-Edge Infrastructure: A Survey
IEEE Communications Surveys and Tutorials, 2021Adrien Lebre
exaly
Inequitable access to distributed energy resources due to grid infrastructure limits in California
Nature Energy, 2021Anna M Brockway, Duncan S Callaway
exaly
Trade-offs between Distributed Ledger Technology Characteristics
ACM Computing Surveys, 2021Niclas Kannengießer +2 more
exaly
A Survey of Defense Mechanisms Against Distributed Denial of Service (DDoS) Flooding Attacks
IEEE Communications Surveys and Tutorials, 2013Saman Taghavi Zargar
exaly
Demystifying Parallel and Distributed Deep Learning
ACM Computing Surveys, 2020Tal Ben-Nun, Torsten Hoefler
exaly

