The role of big data analytics in industrial Internet of Things

MH ur Rehman, I Yaqoob, K Salah, M Imran… - Future Generation …, 2019 - Elsevier
Big data production in industrial Internet of Things (IIoT) is evident due to the massive
deployment of sensors and Internet of Things (IoT) devices. However, big data processing is …

Big data for internet of things: a survey

M Ge, H Bangui, B Buhnova - Future generation computer systems, 2018 - Elsevier
With the rapid development of the Internet of Things (IoT), Big Data technologies have
emerged as a critical data analytics tool to bring the knowledge within IoT infrastructures to …

Big data analytics with applications

Z Bi, D Cochran - Journal of Management Analytics, 2014 - Taylor & Francis
In this paper, recent developments on the Internet of Things (IoT) and its applications are
surveyed, and the impact of newly developed Big Data (BD) on manufacturing information …

A systematic survey of data mining and big data analysis in internet of things

Y Zhong, L Chen, C Dan, A Rezaeipanah - The Journal of …, 2022 - Springer
Abstract The Internet of Things (IoT) is an emerging paradigm that offers remarkable
opportunities for data mining and analysis. IoT envisions a world where all smartphones …

The role of big data analytics in Internet of Things

E Ahmed, I Yaqoob, IAT Hashem, I Khan, AIA Ahmed… - Computer Networks, 2017 - Elsevier
The explosive growth in the number of devices connected to the Internet of Things (IoT) and
the exponential increase in data consumption only reflect how the growth of big data …

The internet of things and architectures of big data analytics: Challenges of intersection at different domains

D Fawzy, SM Moussa, NL Badr - IEEE Access, 2022 - ieeexplore.ieee.org
The current exponential advancements in the Internet of Things (IoT) technologies pave a
vast intelligent computing platform by integrating smart objects with sensing, processing and …

Big data analytics challenges to implementing the intelligent Industrial Internet of Things (IIoT) systems in sustainable manufacturing operations

Q Qi, Z Xu, P Rani - Technological Forecasting and Social Change, 2023 - Elsevier
The overlap of the growth of big data with that of the Internet of Things (IoT) is well reflected
by the dramatic surge in the use of devices connected to IoT and the exponential rise in data …

A survey on IoT big data analytic systems: Current and future

Y Sasaki - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) has become widespread around the world. Since a large
number of diverse devices, such as vehicles, household electrical appliances, smart …

A survey on iot big data: current status, 13 v's challenges, and future directions

M Bansal, I Chana, S Clarke - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
Driven by the core technologies, ie, sensor-based autonomous data acquisition and the
cloud-based big data analysis, IoT automates the actuation of data-driven intelligent actions …

Big IoT data analytics: architecture, opportunities, and open research challenges

M Marjani, F Nasaruddin, A Gani, A Karim… - ieee …, 2017 - ieeexplore.ieee.org
Voluminous amounts of data have been produced, since the past decade as the
miniaturization of Internet of things (IoT) devices increases. However, such data are not …