455 citations · 1.5k across the 28 of their papers we have counts for
Showing 2014Show all
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cs.NI2014
Estimating Traffic and Anomaly Maps via Network Tomography
Morteza Mardani, Georgios B. Giannakis
Mapping origin-destination (OD) network traffic is pivotal for network management and proactive security tasks. However, lack of sufficient flow-level measurements as well as poten…
stat.ML2014★ 200 cited
Subspace Learning and Imputation for Streaming Big Data Matrices and Tensors
Morteza Mardani, Gonzalo Mateos, Georgios B. Giannakis
Extracting latent low-dimensional structure from high-dimensional data is of paramount importance in timely inference tasks encountered with `Big Data' analytics. However, increasi…