[PDF][PDF] Applications of edge analytics: a systematic review

D Andročec - Acta Universitatis Sapientiae, Informatica, 2023 - intapi.sciendo.com
With the development and expansion of the Internet of Things, computing at the edge is
becoming increasingly important, especially for applications where real-time response is …

[HTML][HTML] A review on edge analytics: Issues, challenges, opportunities, promises, future directions, and applications

S Nayak, R Patgiri, L Waikhom, A Ahmed - Digital Communications and …, 2022 - Elsevier
Edge technology aims to bring cloud resources (specifically, the computation, storage, and
network) to the closed proximity of the edge devices, ie, smart devices where the data are …

Edge data analytics technologies and tools

N Jayashree, BS Babu - Advances in Computers, 2022 - Elsevier
Edge data analytics reduces the volume of data that needs to be sent to the cloud or other
available resources for processing. It facilitates with avoidance of an additional processing …

[PDF][PDF] Review of Edge Computing for the Internet of Things (EC-IoT): Techniques, Challenges and Future Directions

MA Al-Shareeda, L Yue, S Manickam - J Sen Net Data Comm, 2024 - opastpublishers.com
The volume of edge data has reached ZB level, placing enormous strain on the core network
bandwidth due to the rapid development of contemporary technology and the quick …

Edge artificial intelligence for big data: a systematic review

A Hemmati, P Raoufi, AM Rahmani - Neural Computing and Applications, 2024 - Springer
Edge computing, artificial intelligence (AI), and machine learning (ML) concepts have
become increasingly prevalent in Internet of Things (IoT) applications. As the number of IoT …

[HTML][HTML] Empowering the Edge: Research advances from doors 2024

TA Vakaliuk, SO Semerikov - Journal of Edge Computing, 2024 - acnsci.org
The 4th Edge Computing Workshop (doors 2024) held in Zhytomyr, Ukraine, aimed to bring
together researchers to share advances and applications in edge computing, a critical …

Edge computing: Challenges for real time analytics

P Verma - Acta Technica Corviniensis-Bulletin of Engineering, 2020 - search.proquest.com
The devices that are connected all time usually withdraw benefits from cloud. IoT
manufacturers however had started discovering benefits of on-device analytics in real time …

Research study on edge computing

J Li, H Huang - 2021 IEEE 6th International Conference on …, 2021 - ieeexplore.ieee.org
Driven by the rapid development of the Internet, the Internet of Things and mobile devices
are rapidly updated, generating a large amount of data all the time. The traditional …

Software Architectures for Edge Analytics: A Survey

M Platenius-Mohr, H Abukwaik, J Schlake… - European Conference on …, 2021 - Springer
Traditionally, industrial and IoT data analytics applications run in the cloud, leveraging its
power regarding big data processing capabilities. With edge computing, opportunities for …

Illustrating the Mesmerizing Edge AI Journey for Industry Automation

P Raj, C Surianarayanan - … : The Technologies, Platforms and Use Cases - taylorfrancis.com
Edge AI is emerging and evolving fast to be a promising and potential paradigm for
envisaging and implementing scores of real-time and intelligent applications and services …