A Survey on Machine Learning‐Based Mobile Big Data Analysis: Challenges and Applications

J Xie, Z Song, Y Li, Y Zhang, H Yu… - Wireless …, 2018 - Wiley Online Library
This paper attempts to identify the requirement and the development of machine learning‐
based mobile big data (MBD) analysis through discussing the insights of challenges in the …

Multi-agent energy management of smart islands using primal-dual method of multipliers

MA Mohamed, T Jin, W Su - Energy, 2020 - Elsevier
This paper basically concentrates on providing an appropriate distributed-based energy
management framework in smart islands. Smart island is defined as insular territory with the …

A dual approach for optimal algorithms in distributed optimization over networks

CA Uribe, S Lee, A Gasnikov… - 2020 Information theory …, 2020 - ieeexplore.ieee.org
We study dual-based algorithms for distributed convex optimization problems over networks,
where the objective is to minimize a sum Σ i= 1 mfi (z) of functions over in a network. We …

Towards distributed based energy transaction in a clean smart island

X Gong, F Dong, MA Mohamed, EM Awwad… - Journal of Cleaner …, 2020 - Elsevier
Over the last few decades, the use of renewable and clean energy sources has been the
core of attention of the researchers. Besides, utilization of the energy hubs as a great …

A distributed stochastic energy management framework based-fuzzy-PDMM for smart grids considering wind park and energy storage systems

MA Mohamed, A Almalaq, HM Abdullah… - IEEE …, 2021 - ieeexplore.ieee.org
Distributed optimization methods have been vastly investigated and approved by the
researchers due to their major advantages including high accuracy, secured performance …

Advances in distributed graph filtering

M Coutino, E Isufi, G Leus - IEEE Transactions on Signal …, 2019 - ieeexplore.ieee.org
Graph filters are one of the core tools in graph signal processing. A central aspect of them is
their direct distributed implementation. However, the filtering performance is often traded …

A security-preserving framework for sustainable distributed energy transition: Case of smart city

D Tahmasebi, M Sheikh, M Dabbaghjamanesh… - Renewable Energy …, 2024 - Elsevier
The proliferation of smart devices that complement the energy system in order to make it
easier to change the appearance of unique and autonomous energy systems and make …

Towards energy management negotiation between distributed AC/DC networks

MA Mohamed, HM Abdullah, AS Al-Sumaiti… - IEEE …, 2020 - ieeexplore.ieee.org
The ongoing development of technology has changed the nature of electric networks in the
field of electric power generation. In the same vein, the generation units and demands are …

Privacy-preserving distributed optimization via subspace perturbation: A general framework

Q Li, R Heusdens… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
As the modern world becomes increasingly digitized and interconnected, distributed signal
processing has proven to be effective in processing its large volume of data. However, a …

Privacy-preserving distributed processing: Metrics, bounds and algorithms

Q Li, JS Gundersen, R Heusdens… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Privacy-preserving distributed processing has recently attracted considerable attention. It
aims to design solutions for conducting signal processing tasks over networks in a …