Pushing analytics to the edge

G Kamath, P Agnihotri, M Valero… - 2016 IEEE Global …, 2016 - ieeexplore.ieee.org
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 …

Accelerated randomized methods for receiver design in extra-large scale MIMO arrays

V Croisfelt, A Amiri, T Abrão… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
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 …

Linear Discriminant Analysis with the Randomized Kaczmarz Method

JT Chi, D Needell - SIAM Journal on Matrix Analysis and Applications, 2025 - SIAM
We present a randomized Kaczmarz method for linear discriminant analysis (rkLDA), an
iterative randomized approach to binary-class Gaussian model linear discriminant analysis …

Smart seismic network for shallow subsurface imaging and infrastructure security

M Valero, F Li, WZ Song - International Journal of Sensor …, 2019 - inderscienceonline.com
The use of seismic arrays as a tool for imaging subsurface infrastructures and monitoring the
corresponding underground activities enables real-time subsurface security and …

Distributed linear equations over random networks

P Yi, J Lei, J Chen, Y Hong, G Shi - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
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 …

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 …

A distributed memory parallel randomized Kaczmarz for sparse system of equations

ES Bölükbaşı, FŞ Torun… - … : Practice and Experience, 2024 - Wiley Online Library
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 …

Distributed motion tomography for reconstruction of flow fields

D Chang, F Zhang, J Sun - 2019 international conference on …, 2019 - ieeexplore.ieee.org
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 …

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 …

A Kaczmarz algorithm for solving tree based distributed systems of equations

C Hegde, F Keinert, ES Weber - arxiv preprint arxiv:1904.05732, 2019 - arxiv.org
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 …