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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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 |
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English |
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author2 |
Kim, Taehong Kim, Youngsoo Yoo, Seong-eun Kim, Taehong Kim, Youngsoo |
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Kim, Taehong Kim, Youngsoo Yoo, Seong-eun Kim, Taehong Kim, Youngsoo |
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s e y sey t k tk y k yk |
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HerausgeberIn HerausgeberIn Sonstige Sonstige Sonstige |
title |
Edge/Fog Computing Technologies for IoT Infrastructure |
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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 |
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Edge/Fog Computing Technologies for IoT Infrastructure |
title_auth |
Edge/Fog Computing Technologies for IoT Infrastructure |
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Edge/Fog Computing Technologies for IoT Infrastructure |
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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 |
work_keys_str_mv |
AT yooseongeun edgefogcomputingtechnologiesforiotinfrastructure AT kimtaehong edgefogcomputingtechnologiesforiotinfrastructure AT kimyoungsoo edgefogcomputingtechnologiesforiotinfrastructure |
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(CKB)5400000000046183 (oapen)https://directory.doabooks.org/handle/20.500.12854/76847 (EXLCZ)995400000000046183 |
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Edge/Fog Computing Technologies for IoT Infrastructure |
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