An Inference Mechanism for Proactive Service Migration at the Edge

G Boulougaris, K Kolomvatsos - IEEE Transactions on Network …, 2023 - ieeexplore.ieee.org
The coexistence of the Internet of Things and Edge Computing aims to offer a processing
infrastructure close to end users that will improve the performance of applications and limit …

Data analytics service composition and deployment on IoT devices

J Zhao, T Tiplea, R Mortier, J Crowcroft… - Proceedings of the 16th …, 2018 - dl.acm.org
Machine Learning (ML) techniques have begun to dominate data analytics applications and
services. Recommendation systems are the driving force of online service providers such as …

[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 …

Data interplay: A model to optimize data usage in the Internet of Things

L Andrade, CJL De Santana… - Software: Practice …, 2023 - Wiley Online Library
Abstract The Internet of Things (IoT) has been playing an important role in the technology
scenario due to its high potential and impact on different society segments. Estimates …

Enhancing IoT Network Capabilities through Edge Computing Strategies for Real-Time Data Analytics and Efficient Information Processing

S Tamilselvan, M Babu, P Rajasekar… - 2024 10th …, 2024 - ieeexplore.ieee.org
The IoT devices proliferation speed has engendered a necessity for data processing and
analytics capabilities as advanced as IoT networks are to take full advantage of the IoT …

Effective Resource Allocation and Load Balancing in Hierarchical HetNets: Toward QoS-Aware Multi-Access Edge Computing

MJA Bonab, RS Kandovan - The Computer Journal, 2023 - academic.oup.com
Mobile edge computing (MEC) is a key feature of next-generation heterogeneous networks
aimed at providing a variety of services for different applications by performing related …

[PDF][PDF] Resource management for edge computing in Internet of Things (IoT)

F Samie - 2018 - core.ac.uk
The massive number of Internet of Thing (IoT) devices and their continuous data collection
will lead to a rapid increase in the scale of collected data. Processing all these collected …

Keynote 2: Resource Management in Edge Computing: Opportunities and Open Issues

A Zomaya - 2019 IEEE Symposium on Computers and …, 2019 - ieeexplore.ieee.org
Summary form only given. Recent technological trends such as Industry 4.0 introduced new
challenges that push the limit of current computer and networking architectures. It demands …

Predictive online server provisioning for cost-efficient iot data streaming across collaborative edges

Z Zhou, X Chen, W Wu, D Wu, J Zhang - Proceedings of the Twentieth …, 2019 - dl.acm.org
Edge computing is envisioned to be the de-facto paradigm of hosting emerging low latency
Internet-of-Things (IoT) data streaming services. For IoT data streaming in edge computing …

A survey on edge computing systems and tools

F Liu, G Tang, Y Li, Z Cai, X Zhang… - Proceedings of the …, 2019 - ieeexplore.ieee.org
Driven by the visions of Internet of Things and 5G communications, the edge computing
systems integrate computing, storage, and network resources at the edge of the network to …