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 …

[图书][B] Machine Learning for Edge Computing: Frameworks, Patterns and Best Practices

A Singh, V Kukreja, TJ Gandomani - 2022 - books.google.com
This book divides edge intelligence into AI for edge (intelligence-enabled edge computing)
and AI on edge (artificial intelligence on edge). It focuses on providing optimal solutions to …

[PDF][PDF] Edge Intelligence: The Central Cloud is Dead–Long Live the Edge Cloud

Y Hu, AA Corici, M Cronin, M Emmelmann… - IIC Journal of …, 2017 - iiconsortium.org
Edge intelligence allows bringing data (pre-) processing and decision-making closer to the
data source, which reduces delays in communication. In addition, such (pre-) processing …

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 …

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 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 …

IoT Edge Intelligence

S Pal, C Savaglio, R Minerva, FC Delicato - Springer
As the world grapples with the challenges posed by the sheer volume of data and the
limitations of traditional cloud computing, we shine a spotlight on Edge Computing as a …

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 …

Deep Learning-Enabled Edge Computing and IoT

A Nallathambi, K Nova - Convergence of Deep Learning and Internet …, 2023 - igi-global.com
Deep learning is a new approach to artificial intelligence that enables edge-computing
systems to learn from data and take decisions without human intervention. Edge computing …