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Pushing analytics to the edge
Edge or Fog computing is emerging as a new computing paradigm where the data
processing, networking, storage and analytics are performed closer to the devices (IoT) and …
processing, networking, storage and analytics are performed closer to the devices (IoT) and …
Accelerated randomized methods for receiver design in extra-large scale MIMO arrays
Massive multiple-input-multiple-output (M-MIMO) features a capability for spatial
multiplexing of large number of users. This number becomes even more extreme in extra …
multiplexing of large number of users. This number becomes even more extreme in extra …
Linear Discriminant Analysis with the Randomized Kaczmarz Method
We present a randomized Kaczmarz method for linear discriminant analysis (rkLDA), an
iterative randomized approach to binary-class Gaussian model linear discriminant analysis …
iterative randomized approach to binary-class Gaussian model linear discriminant analysis …
Smart seismic network for shallow subsurface imaging and infrastructure security
The use of seismic arrays as a tool for imaging subsurface infrastructures and monitoring the
corresponding underground activities enables real-time subsurface security and …
corresponding underground activities enables real-time subsurface security and …
Distributed linear equations over random networks
Distributed linear algebraic equation over networks, where nodes hold a part of problem
data and cooperatively solve the equation via node-to-node communications, is a basic …
data and cooperatively solve the equation via node-to-node communications, is a basic …
Randomized Kaczmarz algorithm with averaging and block projection
Z Zhang, D Shen - BIT Numerical Mathematics, 2024 - Springer
The randomized Kaczmarz algorithm is a simple iterative method for solving linear systems
of equations. This study proposes a variant of the randomized Kaczmarz algorithm by …
of equations. This study proposes a variant of the randomized Kaczmarz algorithm by …
A distributed memory parallel randomized Kaczmarz for sparse system of equations
Kaczmarz algorithm is an iterative projection method for solving system of linear equations
that arise in science and engineering problems in various application domains. In addition to …
that arise in science and engineering problems in various application domains. In addition to …
Distributed motion tomography for reconstruction of flow fields
This paper considers a group of mobile sensing agents in a flow field and presents a
distributed method for motion tomography (MT) that estimates the underlying flow field. MT …
distributed method for motion tomography (MT) that estimates the underlying flow field. MT …
Three double multi-step randomized extended Kaczmarz methods for solving large sparse inconsistent linear systems
ZM Xu, HL Shen, XH Shao - Computational and Applied Mathematics, 2025 - Springer
In order to solve large sparse inconsistent linear equations more efficiently and accurately,
based on the multi-step randomized extended Kaczmarz method, we propose three double …
based on the multi-step randomized extended Kaczmarz method, we propose three double …
A Kaczmarz algorithm for solving tree based distributed systems of equations
The Kaczmarz algorithm is an iterative method for solving systems of linear equations. We
introduce a modified Kaczmarz algorithm for solving systems of linear equations in a …
introduce a modified Kaczmarz algorithm for solving systems of linear equations in a …