Software-defined dynamic QoS provisioning for smart metering in energy Internet using fog computing and network calculus

Energy Internet (EI) is a revolution of power systems due to its flexible energy control. The smart meters are the key components in EI which perform real-time monitoring and require high demands on quality of services (QoSs). Besides, due to the great performance on resolving device-interconnecting...

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Main Authors: Lina Huang, Yi Liu, Jun Wu, Gaolei Li, Jianhua Li
Format: Article
Language:English
Published: Wiley 2018-10-01
Series:IET Cyber-Physical Systems
Subjects:
NC
Online Access:https://digital-library.theiet.org/content/journals/10.1049/iet-cps.2017.0100
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spelling doaj-039bf2b2cbd04bd5873948c293d7b99f2021-04-02T11:40:37ZengWileyIET Cyber-Physical Systems2398-33962018-10-0110.1049/iet-cps.2017.0100IET-CPS.2017.0100Software-defined dynamic QoS provisioning for smart metering in energy Internet using fog computing and network calculusLina Huang0Yi Liu1Jun Wu2Gaolei Li3Gaolei Li4Jianhua Li5Shanghai Jiao Tong UniversityShanghai Jiao Tong UniversityShanghai Jiao Tong UniversityShanghai Jiao Tong UniversityShanghai Jiao Tong UniversityShanghai Jiao Tong UniversityEnergy Internet (EI) is a revolution of power systems due to its flexible energy control. The smart meters are the key components in EI which perform real-time monitoring and require high demands on quality of services (QoSs). Besides, due to the great performance on resolving device-interconnecting and realising overall network control, software-defined networks (SDNs) are considered as a trend for future EI. However, most existing software-defined EI have all the data processed at SDN controller which makes it difficult to realise fine-grained and deep edge computation and control. Meanwhile, most existing QoS provisioning cannot provide satisfying service for EI because various metering data from smart meters require different time-variant QoS guarantees. To address above challenges, the authors propose a software-defined dynamic QoS provisioning for smart metering in EI using fog computing and network calculus (NC). First, a software-defined EI architecture, where fogs are deployed on smart meters and base stations to realise edge services, is proposed to perform deep edge control in EI. Second, the software-defined dynamic QoS provisioning based on NC theory is proposed to guarantee QoS. Simulations of latency as well as bandwidth utilisation show the advantages of the proposed scheme.https://digital-library.theiet.org/content/journals/10.1049/iet-cps.2017.0100quality of servicesoftware defined networkingInternettelecommunication power managementcloud computingmeteringsmart meterssmart meteringsoftware-defined dynamic QoS provisioningenergy Internetfog computingNCquality of servicessoftware-defined networksSDN controllernetwork calculussmart metersbase stationsedge servicesbandwidth utilisation
collection DOAJ
language English
format Article
sources DOAJ
author Lina Huang
Yi Liu
Jun Wu
Gaolei Li
Gaolei Li
Jianhua Li
spellingShingle Lina Huang
Yi Liu
Jun Wu
Gaolei Li
Gaolei Li
Jianhua Li
Software-defined dynamic QoS provisioning for smart metering in energy Internet using fog computing and network calculus
IET Cyber-Physical Systems
quality of service
software defined networking
Internet
telecommunication power management
cloud computing
metering
smart meters
smart metering
software-defined dynamic QoS provisioning
energy Internet
fog computing
NC
quality of services
software-defined networks
SDN controller
network calculus
smart meters
base stations
edge services
bandwidth utilisation
author_facet Lina Huang
Yi Liu
Jun Wu
Gaolei Li
Gaolei Li
Jianhua Li
author_sort Lina Huang
title Software-defined dynamic QoS provisioning for smart metering in energy Internet using fog computing and network calculus
title_short Software-defined dynamic QoS provisioning for smart metering in energy Internet using fog computing and network calculus
title_full Software-defined dynamic QoS provisioning for smart metering in energy Internet using fog computing and network calculus
title_fullStr Software-defined dynamic QoS provisioning for smart metering in energy Internet using fog computing and network calculus
title_full_unstemmed Software-defined dynamic QoS provisioning for smart metering in energy Internet using fog computing and network calculus
title_sort software-defined dynamic qos provisioning for smart metering in energy internet using fog computing and network calculus
publisher Wiley
series IET Cyber-Physical Systems
issn 2398-3396
publishDate 2018-10-01
description Energy Internet (EI) is a revolution of power systems due to its flexible energy control. The smart meters are the key components in EI which perform real-time monitoring and require high demands on quality of services (QoSs). Besides, due to the great performance on resolving device-interconnecting and realising overall network control, software-defined networks (SDNs) are considered as a trend for future EI. However, most existing software-defined EI have all the data processed at SDN controller which makes it difficult to realise fine-grained and deep edge computation and control. Meanwhile, most existing QoS provisioning cannot provide satisfying service for EI because various metering data from smart meters require different time-variant QoS guarantees. To address above challenges, the authors propose a software-defined dynamic QoS provisioning for smart metering in EI using fog computing and network calculus (NC). First, a software-defined EI architecture, where fogs are deployed on smart meters and base stations to realise edge services, is proposed to perform deep edge control in EI. Second, the software-defined dynamic QoS provisioning based on NC theory is proposed to guarantee QoS. Simulations of latency as well as bandwidth utilisation show the advantages of the proposed scheme.
topic quality of service
software defined networking
Internet
telecommunication power management
cloud computing
metering
smart meters
smart metering
software-defined dynamic QoS provisioning
energy Internet
fog computing
NC
quality of services
software-defined networks
SDN controller
network calculus
smart meters
base stations
edge services
bandwidth utilisation
url https://digital-library.theiet.org/content/journals/10.1049/iet-cps.2017.0100
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AT gaoleili softwaredefineddynamicqosprovisioningforsmartmeteringinenergyinternetusingfogcomputingandnetworkcalculus
AT gaoleili softwaredefineddynamicqosprovisioningforsmartmeteringinenergyinternetusingfogcomputingandnetworkcalculus
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