[PDF][PDF] Edge Computing: from standard to actual infrastructure deployment and software development

D Sabella, A Alleman, E Liao, M Filippou… - ETSI White …, 2019 - martechcube.com
Edge Computing is widely recognized as a key technology, supporting innovative services
for a wide ecosystem of companies, ranging from operators, infrastructure owners …

Edge-to-cloud solutions for self-adaptive machine learning-based IoT applications: a cost comparison

ME Poleggi, N Abdennadher, R Dupuis… - … Conference on the …, 2022 - Springer
Large-scale IoT applications based on machine learning (ML) demand both edge and cloud
processing for, respectively, AI inference and ML training tasks. Context-aware applications …

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 …

Exploring Edge AI Inference in Heterogeneous Environments: Requirements, Challenges, and Solutions

R Morabito, M Chiang - IoT Edge Intelligence, 2024 - Springer
Abstract In recent years, Artificial Intelligence (AI) inference at the network edge has gained
substantial research attention. This interest is driven by the increasing number of use cases …

Real-Time Edge Computing Services for Internet of Things-based Cloud Networks

M Srivastava, MP Sunil… - 2024 2nd International …, 2024 - ieeexplore.ieee.org
The Internet of Things (IoT) has enabled the development of the real-time edge computing
institute for distributed cloud networks. This technology makes it possible for devices …

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 …

Don't Miss the Train: A Case for Systems Research into Training on the Edge

A Khochare, SA Kesanapalli, R Bhope… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
Don't Miss the Train: A Case for Systems Research into Training on the Edge Page
1 Don’t Miss the Train: A Case for Systems Research into Training on the Edge Prashanthi …

The future of consumer edge-ai computing

S Laskaridis, SI Venieris, A Kouris, R Li… - IEEE Pervasive …, 2024 - ieeexplore.ieee.org
In the last decade, deep learning has rapidly infiltrated the consumer end, mainly thanks to
hardware acceleration across devices. However, as we look toward the future, it is evident …

TECoSA–Trends, Drivers, and Strategic Directions for Trustworthy Edge Computing in Industrial Applications

J Gross, M Törngren, G Dán, D Broman, E Herzog… - INSIGHT, 2022 - Wiley Online Library
TECoSA–a university‐based research center in collaboration with industry–was established
early in 2020, focusing on Trustworthy Edge Computing Systems and Applications. This …

Human-driven edge computing and communication: Part 2

J Cao, A Castiglione, G Motta, F Pop… - IEEE …, 2018 - ieeexplore.ieee.org
Examines the new challenges posed by human-driven edge computing. The massive
proliferation of personal computing devices is opening new human-centered designs that …