[PDF][PDF] Edge-to-Cloud Intelligence: Enhancing IoT Devices with Machine Learning and Cloud Computing

S Kanungo - International Peer-Reviewed Journal, 2019 - irejournals.com
The rapid growth of the Internet of Things (IoT) has exponentially increased the number of
connected devices that generate large amounts of data. Leveraging advanced technologies …

Combining Machine Learning and Edge Computing: Opportunities, Challenges, Platforms, Frameworks, and Use Cases

P Grzesik, D Mrozek - Electronics, 2024 - mdpi.com
In recent years, we have been observing the rapid growth and adoption of IoT-based
systems, enhancing multiple areas of our lives. Concurrently, the utilization of machine …

A survey of recent advances in edge-computing-powered artificial intelligence of things

Z Chang, S Liu, X Xiong, Z Cai… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) has created a ubiquitously connected world powered by a
multitude of wired and wireless sensors generating a variety of heterogeneous data over …

At the confluence of artificial intelligence and edge computing in iot-based applications: A review and new perspectives

A Bourechak, O Zedadra, MN Kouahla, A Guerrieri… - Sensors, 2023 - mdpi.com
Given its advantages in low latency, fast response, context-aware services, mobility, and
privacy preservation, edge computing has emerged as the key support for intelligent …

Current state and prospects of edge computing within the Internet of Things (IoT) ecosystem

EO Sodiya, UJ Umoga, A Obaigbena, BS Jacks… - International Journal of …, 2024 - ijsra.net
The burgeoning growth of the Internet of Things (IoT) has prompted a paradigm shift in
computing architectures, leading to the emergence and rapid evolution of edge computing …

A survey on deep learning empowered IoT applications

X Ma, T Yao, M Hu, Y Dong, W Liu, F Wang… - IEEE Access, 2019 - ieeexplore.ieee.org
The Internet of Things (IoT) is widely regarded as a key component of the Internet of the
future and thereby has drawn significant interests in recent years. IoT consists of billions of …

Contemporary developments and technologies in deep learning–based IoT

P Ray, R Kaluri, T Reddy… - Deep learning for internet …, 2021 - taylorfrancis.com
With the advent of artificial intelligence (AI), there has been an attempt to model a similar
behavior among computers, so that they can make decisions autonomously, just like …

Machine learning-enabled internet of things (iot): Data, applications, and industry perspective

J Bzai, F Alam, A Dhafer, M Bojović, SM Altowaijri… - Electronics, 2022 - mdpi.com
Machine learning (ML) allows the Internet of Things (IoT) to gain hidden insights from the
treasure trove of sensed data and be truly ubiquitous without explicitly looking for knowledge …

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 …

[PDF][PDF] BEYOND THE CLOUD-UNRAVELING THE BENEFITS OF EDGE COMPUTING IN IOT

S Nair - INTERNATIONAL JOURNAL OF COMPUTER …, 2023 - researchgate.net
The transition from traditional cloud computing to edge computing represents a paradigm
shift in data management. As the Internet of Things (IoT) and 5G connectivity continue to …