Big data resource management & networks: Taxonomy, survey, and future directions

FM Awaysheh, M Alazab, S Garg… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
Big Data (BD) platforms have a long tradition of leveraging trends and technologies from the
broader computer network and communication community. For several years, dedicated …

Big data analytics

BN Silva, M Diyan, K Han - Deep learning: convergence to big …, 2019 - books.google.com
During the last few decades, with the emergence of smart things and technological
advancements of embedded devices, Big Data (BD) and Big Data Analytics (BDA) have …

Big data 2.0 processing systems: Taxonomy and open challenges

F Bajaber, R Elshawi, O Batarfi, A Altalhi… - Journal of Grid …, 2016 - Springer
Data is key resource in the modern world. Big data has become a popular term which is
used to describe the exponential growth and availability of data. In practice, the growing …

Big data analytics for data-driven industry: a review of data sources, tools, challenges, solutions, and research directions

AC Ikegwu, HF Nweke, CV Anikwe, UR Alo… - Cluster …, 2022 - Springer
The study of big data analytics (BDA) methods for the data-driven industries is gaining
research attention and implementation in today's industrial activities, business intelligence …

Big data analytics in healthcare− A systematic literature review and roadmap for practical implementation

S Imran, T Mahmood, A Morshed… - IEEE/CAA Journal of …, 2020 - ieeexplore.ieee.org
The advent of healthcare information management systems (HIMSs) continues to produce
large volumes of healthcare data for patient care and compliance and regulatory …

Toward scalable systems for big data analytics: A technology tutorial

H Hu, Y Wen, TS Chua, X Li - IEEE access, 2014 - ieeexplore.ieee.org
Recent technological advancements have led to a deluge of data from distinctive domains
(eg, health care and scientific sensors, user-generated data, Internet and financial …

[HTML][HTML] Big data: A survey

M Chen, S Mao, Y Liu - Mobile networks and applications, 2014 - Springer
In this paper, we review the background and state-of-the-art of big data. We first introduce
the general background of big data and review related technologies, such as could …

[PDF][PDF] Managing big data through hybrid data infrastructures

L Candela, D Castelli, P Pagano - ERCIM News, 2012 - researchgate.net
Long-established technological platforms are no longer able to address the data and
processing requirements of the emerging data-intensive scientific paradigm. At the same …

Big data systems: A software engineering perspective

A Davoudian, M Liu - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
Big Data Systems (BDSs) are an emerging class of scalable software technologies whereby
massive amounts of heterogeneous data are gathered from multiple sources, managed …

Big data analytics in telecommunications: literature review and architecture recommendations

H Zahid, T Mahmood, A Morshed… - IEEE/CAA Journal of …, 2019 - ieeexplore.ieee.org
This paper focuses on facilitating state-of-the-art applications of big data analytics (BDA)
architectures and infrastructures to telecommunications (telecom) industrial sector. Telecom …