V-edge: Virtual edge computing as an enabler for novel microservices and cooperative computing

F Dressler, CF Chiasserini, FHP Fitzek, H Karl… - IEEE …, 2022 - ieeexplore.ieee.org
As we move from 5G to 6G, edge computing is one of the concepts that needs revisiting. Its
core idea is still intriguing: Instead of sending all data and tasks from an end user's device to …

[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 …

C-Continuum: Edge-to-Cloud computing for distributed AI

D Aguiari, A Ferlini, J Cao, S Guo… - IEEE INFOCOM 2019 …, 2019 - ieeexplore.ieee.org
Mobile autonomous systems are supposed to deeply impact in manufacturing, space
exploration, rescue, defense, transportation, and everyday life. Autonomous air-ground …

Edge intelligence enabled by multi-device systems:(percrowd 2020 panel)

H Flores - 2020 IEEE International Conference on Pervasive …, 2020 - ieeexplore.ieee.org
Edge intelligence focuses on pushing the data processing of resource-intensive AI-based
applications to the Edge of the network. Indeed, Edge computing enables machine and …

Edge Computing for the Internet of Things

HR Chi - Journal of Sensor and Actuator Networks, 2023 - mdpi.com
Fifth-generation mobile networks (5G) promise higher flexibility compared with 4G, while
also fulfilling the service-level agreement (SLA). To achieve this, the European …

OpenEI: An open framework for edge intelligence

X Zhang, Y Wang, S Lu, L Liu… - 2019 IEEE 39th …, 2019 - ieeexplore.ieee.org
In the last five years, edge computing has attracted tremendous attention from industry and
academia due to its promise to reduce latency, save bandwidth, improve availability, and …

6G white paper on edge intelligence

E Peltonen, M Bennis, M Capobianco… - arXiv preprint arXiv …, 2020 - arxiv.org
In this white paper we provide a vision for 6G Edge Intelligence. Moving towards 5G and
beyond the future 6G networks, intelligent solutions utilizing data-driven machine learning …

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 …

[图书][B] Advancing Edge Artificial Intelligence: System Contexts

O Vermesan, D Marples - 2024 - library.oapen.org
The intersection of AI, the Internet of Things (IoT) and edge computing has kindled the edge
AI revolution that promises to redefine how we perceive and interact with the physical world …

Guest editorial: Communication technologies for efficient edge learning

M Bennis, M Debbah, K Huang… - IEEE Communications …, 2020 - ieeexplore.ieee.org
Traditional machine learning is centralized in the cloud (data centers). Recently, the security
concern and the availability of abundant data and computation resources in wireless …