Skip to main content
Top
Published in: Peer-to-Peer Networking and Applications 4/2021

11-09-2020

Dynamic intelligent resource allocation for emergency situations

Author: Chang Zhi-xian

Published in: Peer-to-Peer Networking and Applications | Issue 4/2021

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

When facing some emergency situations, such as fires, traffic accidents, etc., it is necessary for the network to use the available information to provide the best and fastest access routes. In these cases, it is important to centrally manage all devices throughout the network, so a software-defined network (SDN) -based architecture is used to manage and control emergency service actions and evacuation plans. At this time, differentiated services are provided to customers in emergency and non-emergency situations through network slicing, and resource allocation is performed for network slicing such as delay and bandwidth parameters. In this paper, the first resource management plan is the merit of quick converging to the global optimal solution which was used to design the evaluation function of the network resource management; the second is monitors and analyzes access traffic and centralizes control and management to meet the bandwidth requirements of tenants to counter the tidal effect. The ability of fast random search of particle swarm optimization was used to realize the update and optimization. The simulation results show that can reduce the energy consumption of the network and improve the utilization rate of cyber source at the same time.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Lloret J, Tomas J, Canovas A, Parra L (2016) An integrated IoT architecture for smart metering. IEEE Commun Mag 54:50–57CrossRef Lloret J, Tomas J, Canovas A, Parra L (2016) An integrated IoT architecture for smart metering. IEEE Commun Mag 54:50–57CrossRef
2.
go back to reference Sama M R, An X, Wei Q, et al. (2016) Reshaping the Mobile core network via function decomposition and network slicing for the 5G era[C]. Wireless Communications and Networking Conference Workshops (WCNCW), IEEE. IEEE, 2016: 90–96 Sama M R, An X, Wei Q, et al. (2016) Reshaping the Mobile core network via function decomposition and network slicing for the 5G era[C]. Wireless Communications and Networking Conference Workshops (WCNCW), IEEE. IEEE, 2016: 90–96
3.
go back to reference Pries R, Morper H J, Galambosi N, et al. (2016) Network as a Service-A Demo on 5G Network Slicing[C]. Teletraffic Congress (ITC 28), 28th international. IEEE, 2016, 1: 209–211 Pries R, Morper H J, Galambosi N, et al. (2016) Network as a Service-A Demo on 5G Network Slicing[C]. Teletraffic Congress (ITC 28), 28th international. IEEE, 2016, 1: 209–211
4.
go back to reference Giannoulakis I, Kafetzakis E, Xylouris G, et al. (2014) On the applications of efficient NFV management towards 5G netw-orking[C]. 5G for Ubiquitous Connectivity (5GU), 1st International Conference on. IEEE, 2014: 1–5 Giannoulakis I, Kafetzakis E, Xylouris G, et al. (2014) On the applications of efficient NFV management towards 5G netw-orking[C]. 5G for Ubiquitous Connectivity (5GU), 1st International Conference on. IEEE, 2014: 1–5
5.
go back to reference Ksentini A, Bagaa M, Taleb T. On using SDN in 5G: the controller placement problem[J] Ksentini A, Bagaa M, Taleb T. On using SDN in 5G: the controller placement problem[J]
6.
go back to reference Zhang J, Xie W, Yang F (2015) An architecture for 5G mobile network based on SDN and NFV[C]. Wireless, Mobile and Multi-Media (ICWMMN 2015), 6th International Conference on. IET, 87–92 Zhang J, Xie W, Yang F (2015) An architecture for 5G mobile network based on SDN and NFV[C]. Wireless, Mobile and Multi-Media (ICWMMN 2015), 6th International Conference on. IET, 87–92
7.
go back to reference Nakao A, Du P, Kiriha Y et al (2017) End-to-end network slicing for 5G mobile networks[J]. Journal of Information Processing 25:153–163CrossRef Nakao A, Du P, Kiriha Y et al (2017) End-to-end network slicing for 5G mobile networks[J]. Journal of Information Processing 25:153–163CrossRef
9.
go back to reference Koerner M, Kao O (2012) Multiple service load-balancing with OpenFlow[C]//high performance switching and routing (HPSR), 2012 IEEE 13th international conference on. IEEE:210–214 Koerner M, Kao O (2012) Multiple service load-balancing with OpenFlow[C]//high performance switching and routing (HPSR), 2012 IEEE 13th international conference on. IEEE:210–214
10.
go back to reference Jain S, Kumar A, Mandal S, Ong J, Poutievski L, Singh A, Venkata S, Wanderer J, Zhou J, Zhu M, Zolla J, Hölzle U, Stuart S, Vahdat A (2013) B4: experience with a globally-deployed software defined WAN[J]. ACM SIGCOMM Computer Communication Review 43(4):3–14CrossRef Jain S, Kumar A, Mandal S, Ong J, Poutievski L, Singh A, Venkata S, Wanderer J, Zhou J, Zhu M, Zolla J, Hölzle U, Stuart S, Vahdat A (2013) B4: experience with a globally-deployed software defined WAN[J]. ACM SIGCOMM Computer Communication Review 43(4):3–14CrossRef
11.
go back to reference Yina Wu (2016) Research and Implementation on resource control mechanism based on network slicing[D]. Southest University Yina Wu (2016) Research and Implementation on resource control mechanism based on network slicing[D]. Southest University
12.
go back to reference Kennedy J (2011) Particle swarm optimizati-on[M]. Encyclopedia of machine learni-ng. Springer US, 760–766 Kennedy J (2011) Particle swarm optimizati-on[M]. Encyclopedia of machine learni-ng. Springer US, 760–766
13.
go back to reference Deb K, Pratap A, Agarwal S, Meyarivan T (2002) A fast and elitist multiobjecti-ve genetic algorithm: NSGA-II[J]. IEEE Trans Evol Comput 6(2):182–197CrossRef Deb K, Pratap A, Agarwal S, Meyarivan T (2002) A fast and elitist multiobjecti-ve genetic algorithm: NSGA-II[J]. IEEE Trans Evol Comput 6(2):182–197CrossRef
Metadata
Title
Dynamic intelligent resource allocation for emergency situations
Author
Chang Zhi-xian
Publication date
11-09-2020
Publisher
Springer US
Published in
Peer-to-Peer Networking and Applications / Issue 4/2021
Print ISSN: 1936-6442
Electronic ISSN: 1936-6450
DOI
https://doi.org/10.1007/s12083-020-00979-2

Other articles of this Issue 4/2021

Peer-to-Peer Networking and Applications 4/2021 Go to the issue

Premium Partner