Contemporary advances in multi-access edge computing: A survey of fundamentals, architecture, technologies, deployment cases, security, challenges, and directions

M Mahbub, RM Shubair - Journal of Network and Computer Applications, 2023 - Elsevier
With advancements of cloud technologies Multi-Access Edge Computing (MEC) emerged as
a remarkable edge-cloud technology to provide computing facilities to resource-restrained …

Stochastic Gradient Descent for matrix completion: Hybrid parallelization on shared-and distributed-memory systems

K Büyükkaya, MO Karsavuran, C Aykanat - Knowledge-Based Systems, 2024 - Elsevier
The purpose of this study is to investigate the hybrid parallelization of the Stochastic
Gradient Descent (SGD) algorithm for solving the matrix completion problem on a high …

SCEM: Smart & effective crowd management with a novel scheme of big data analytics

S Awaghad - 2016 IEEE International Conference on Big Data …, 2016 - ieeexplore.ieee.org
The proposed paper presents a novel scheme that can perform a precise extraction of
knowledge from the complex and massive streaming of live data of the scene from the …

Design of multivariable big data mobile analysis platform based on collaborative filtering recommendation algorithm

Y Liu, J Tang, J Lei - International Journal of Autonomous …, 2020 - inderscienceonline.com
In order to overcome the problems of poor accuracy and high data redundancy in the current
big data analysis platform, this paper proposes and designs a multivariable big data mobile …

[引用][C] Stochastic Optimization Using Nomadic Computing in Big Data Analytics

[引用][C] State-of-the-art of Big Data Analytics

R Hasan, K Shaw - Imperial Journal of Interdisciplinary Research (IJIR), 2017

[引用][C] INDUSTRY EXPERIENCE

GPA Current - Proceedings of the VLDB Endowment, 2014