A survey on network methodologies for real-time analytics of massive IoT data and open research issues

S Verma, Y Kawamoto, ZM Fadlullah… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
With the widespread adoption of the Internet of Things (IoT), the number of connected
devices is growing at an exponential rate, which is contributing to ever-increasing, massive …

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 …

Live data analytics with collaborative edge and cloud processing in wireless IoT networks

SK Sharma, X Wang - IEEE Access, 2017 - ieeexplore.ieee.org
Recently, big data analytics has received important attention in a variety of application
domains including business, finance, space science, healthcare, telecommunication and …

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 …

[HTML][HTML] Machine learning for Internet of Things data analysis: A survey

MS Mahdavinejad, M Rezvan, M Barekatain… - Digital Communications …, 2018 - Elsevier
Rapid developments in hardware, software, and communication technologies have
facilitated the emergence of Internet-connected sensory devices that provide observations …

Application domains, evaluation data sets, and research challenges of IoT: A systematic review

R Lohiya, A Thakkar - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
We are at the brink of Internet of Things (IoT) era where smart devices and other wireless
devices are redesigning our environment to make it more correlative, flexible, and …

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 …

Analytics for the internet of things: A survey

E Siow, T Tiropanis, W Hall - ACM computing surveys (CSUR), 2018 - dl.acm.org
The Internet of Things (IoT) envisions a world-wide, interconnected network of smart
physical entities. These physical entities generate a large amount of data in operation, and …

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 …

Leveraging big data analytics in 5G‐enabled IoT and industrial IoT for the development of sustainable smart cities

S Mukherjee, S Gupta, O Rawlley… - Transactions on …, 2022 - Wiley Online Library
There has been an exponential growth in the number of low‐cost heterogeneous sensor
devices that are connected to the internet in the existing infrastructure of smart cities in the …