Edge/Fog Computing Technologies for IoT Infrastructure

The prevalence of smart devices and cloud computing has led to an explosion in the amount of data generated by IoT devices. Moreover, emerging IoT applications, such as augmented and virtual reality (AR/VR), intelligent transportation systems, and smart factories require ultra-low latency for data c...

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Year of Publication:2021
Language:English
Physical Description:1 electronic resource (231 p.)
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spelling Yoo, Seong-eun edt
Edge/Fog Computing Technologies for IoT Infrastructure
Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021
1 electronic resource (231 p.)
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
The prevalence of smart devices and cloud computing has led to an explosion in the amount of data generated by IoT devices. Moreover, emerging IoT applications, such as augmented and virtual reality (AR/VR), intelligent transportation systems, and smart factories require ultra-low latency for data communication and processing. Fog/edge computing is a new computing paradigm where fully distributed fog/edge nodes located nearby end devices provide computing resources. By analyzing, filtering, and processing at local fog/edge resources instead of transferring tremendous data to the centralized cloud servers, fog/edge computing can reduce the processing delay and network traffic significantly. With these advantages, fog/edge computing is expected to be one of the key enabling technologies for building the IoT infrastructure. Aiming to explore the recent research and development on fog/edge computing technologies for building an IoT infrastructure, this book collected 10 articles. The selected articles cover diverse topics such as resource management, service provisioning, task offloading and scheduling, container orchestration, and security on edge/fog computing infrastructure, which can help to grasp recent trends, as well as state-of-the-art algorithms of fog/edge computing technologies.
English
Information technology industries bicssc
cloud computing
container orchestration
custom metrics
Docker
edge computing
Horizontal Pod Autoscaling (HPA)
Kubernetes
Prometheus
resource metrics
fog computing
task allocation
multi-objective optimization
evolutionary genetics
hyper-angle
crowding distance
containers
leader election
load balancing
stateful
multi-access edge computing
orchestrator
task offloading
fuzzy logic
5G
fog/edge computing
service provisioning
service placement
service offloading
Internet of Things (IoT)
task scheduling
markov decision process (MDP)
deep reinforcement learning (DRL)
resource management
algorithm classification
evaluation framework
web
Web Assembly
OpenCL
LWC
fast implementation
Internet of things
IoT actor
data manager
GDPR
computing
computational offloading
dynamic offloading threshold
minimizing delay
minimizing energy consumption
maximizing throughputs
3-0365-1456-2
3-0365-1455-4
Kim, Taehong edt
Kim, Youngsoo edt
Yoo, Seong-eun oth
Kim, Taehong oth
Kim, Youngsoo oth
language English
format eBook
author2 Kim, Taehong
Kim, Youngsoo
Yoo, Seong-eun
Kim, Taehong
Kim, Youngsoo
author_facet Kim, Taehong
Kim, Youngsoo
Yoo, Seong-eun
Kim, Taehong
Kim, Youngsoo
author2_variant s e y sey
t k tk
y k yk
author2_role HerausgeberIn
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Sonstige
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title Edge/Fog Computing Technologies for IoT Infrastructure
spellingShingle Edge/Fog Computing Technologies for IoT Infrastructure
title_full Edge/Fog Computing Technologies for IoT Infrastructure
title_fullStr Edge/Fog Computing Technologies for IoT Infrastructure
title_full_unstemmed Edge/Fog Computing Technologies for IoT Infrastructure
title_auth Edge/Fog Computing Technologies for IoT Infrastructure
title_new Edge/Fog Computing Technologies for IoT Infrastructure
title_sort edge/fog computing technologies for iot infrastructure
publisher MDPI - Multidisciplinary Digital Publishing Institute
publishDate 2021
physical 1 electronic resource (231 p.)
isbn 3-0365-1456-2
3-0365-1455-4
illustrated Not Illustrated
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