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 …

Edge AI: A Taxonomy, Systematic Review and Future Directions

SS Gill, M Golec, J Hu, M Xu, J Du, H Wu… - arXiv preprint arXiv …, 2024 - arxiv.org
Edge Artificial Intelligence (AI) incorporates a network of interconnected systems and
devices that receive, cache, process, and analyse data in close communication with the …

Artificial Intelligence-Enabled Edge Computing: Necessity of Next Generation Future Computing System

AK Mishra, R Ravinder Reddy, AK Tyagi… - IoT Edge Intelligence, 2024 - Springer
Today Edge computing is witnessing an essential interest in new use cases, especially after
the introduction of 4G and 5G. Today's many applications/sectors are also heavily investing …

Pushing Artificial intelligence to the edge: emerging trends, issues and challenges.

G Fortino, MC Zhou, MM Hassan, M Pathan… - Eng. Appl. Artif. Intell., 2021 - Elsevier
Driven by the Internet of Things (IoT), a new computing model–Edge computing–is currently
evolving, which allows IoT data processing, storage and service supply to be moved from …

Edge Artificial Intelligence for Internet of Things Devices: Open Challenges

V Alvear-Puertas, PD Rosero-Montalvo… - … , Tech Ethics and …, 2023 - Springer
The advent of the Internet of Things (IoT) has witnessed a rapid proliferation of
interconnected devices capable of sensing, collecting, and exchanging vast amounts of …

Edge Artificial Intelligence in Large-Scale IoT Systems, Applications, and Big Data Infrastructures

A Karras, A Giannaros, C Karras… - 2023 8th South-East …, 2023 - ieeexplore.ieee.org
As the Internet of Things (IoT) landscape grows, with estimates exceeding 75 billion devices
by 2025, effective data management and processing become primary challenges …

Edge computing with artificial intelligence: A machine learning perspective

H Hua, Y Li, T Wang, N Dong, W Li, J Cao - ACM Computing Surveys, 2023 - dl.acm.org
Recent years have witnessed the widespread popularity of Internet of things (IoT). By
providing sufficient data for model training and inference, IoT has promoted the development …

Edge computing: A soul to Internet of things (IoT) data

V Singh, AK Bharti, N Chandra - Artificial Intelligence and Machine Learning …, 2022 - Elsevier
Driven by the vision of the Internet of things (IoT) and recent technological advances, the
past few years have seen a paradigm shift from centralized cloud computing to edge …

Reviewing the transformational impact of edge computing on real-time data processing and analytics

OT Modupe, AA Otitoola, OJ Oladapo… - Computer Science & IT …, 2024 - fepbl.com
Edge computing has emerged as a pivotal paradigm shift in the realm of data processing
and analytics, revolutionizing the way organizations handle real-time data. This review …

Edge AI: Leveraging the full potential of deep learning

MMH Shuvo - Recent innovations in artificial intelligence and smart …, 2022 - Springer
The rapid emergence of deep learning (DL) algorithms has paved the way for bringing
artificial intelligence (AI) services to end users. The intersection between edge computing …