Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
The Era of the Personal Cloud: What Does It Mean for Cloud Providers? Read chapter Read first chapter

2019 | OriginalPaper | Chapter

6. Software-Defined Internet of Things to Analyze Big Data in Smart Cities

Authors : Sadia Din, Awais Ahmad, Anand Paul, Gwanggil Jeon

Published in: Edge Computing

Publisher: Springer International Publishing

Log in

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

search-config
loading …

Abstract

Software-Defined network (SDN) attracted plenty of researchers from various technological fields who have contributed to enhance the network. SDN is a highly advanced technology which makes it easy for engineers to update protocols and other parameters at runtime (without switching off the devices). Recently, smart cities concept has been introduced, where devices in multidirectional form will be connected to provide timely and useful information to all kind of people and government. A number of researchers have attempted to merge SDN and IoT to provide better information to users. In this chapter, a novel concept has been introduced to combine both these technologies through a software-defined things architecture. There are many advantages of the proposed architecture where all data services are further connected via two intermediate levels working on SDN principles. Both the abovementioned technologies have a great potential for smart cities projects. The proposed architecture is evaluated using Spark and GraphX with Hadoop ecosystem which showed encouraging results especially the efficiency of real-time transfer of data over SDN.

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!

inform now

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!

inform now

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!

inform now
previous chapter Applications of the Internet of Things with the Cloud Computing Technologies: A Review
next chapter Taking Cloud Computing to the Extreme Edge: A Review of Mist Computing for Smart Cities and Industry 4.0 in Africa
Literature
1.
2.
V.N. Gudivada, R. Baeza-Yates, V.V. Raghavan, Big data: promises and problems. Computer 48(3), 20–23 (2015)CrossRef
3.
C. V. N. Index, Forecast and methodology, 2013–2018, 2013
4.
N. McKeown et al., OpenFlow: enabling innovation in campus networks. ACM SIGCOMM Comput. Commun. Rev. 38(2), 69–74 (2008)CrossRef
5.
N. McKeown, Software-defined networking. INFOCOM Keynote Speech 17(2), 30–32 (2009)
6.
K. Xu et al., Toward a practical reconfigurable router: a software component development approach. IEEE Netw. 28(5), 74–80 (2014)CrossRef
7.
F. Al-Turjman, Fog-based caching in software-defined information-centric networks. Comput Electr Eng J 69(1), 54–67 (2018)CrossRef
8.
Y. Han et al., Software defined networking-based traffic engineering for data center networks, in Proc. 16th Asia-Pacific Network Operations and Management Symposium, Taiwan, September 2014
9.
S. Kolozali, M. Bermudez-Edo, D. Puschmann, F. Ganz, P. Barnaghi, A knowledge-based approach for real-time IoT data stream annotation and processing, in Proc. of the 2014 IEEE International Conference on Internet of Things (iThings 2014), Taipei, Taiwan, September 2014
10.
M. Gramaglia, O. Trullols-Cruces, D. Naboulsi, M. Fiore, M. Calderon, Vehicular networks on two Madrid highways, in 2014 Eleventh Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), Singapore, 3 July 2014, pp. 423–431
11.
A. Ahmad, A. Paul, M. Rathore, H. Chang, An efficient multidimensional big data fusion approach in machine-to-machine communication. ACM Trans. Embed. Comput. Syst. (TECS) 15(2), 39 (2016)
12.
J. Rowley, The wisdom hierarchy: representations of the DIKW hierarchy. J. Inf. Sci. 33(2), 163–180 (2007)CrossRef
13.
S. Bischof, A. Karapantelakis, C.S. Nechifor, A. Sheth, A. Mileo, P. Barnaghi, Semantic modeling of smart city data. Position Paper in W3C Workshop on the Web of Things: Enablers and Services for an Open Web of Devices, Berlin, 25–26 June 2014
14.
R. Tönjes, P. Barnaghi, M. Ali, A. Mileo, M. Hauswirth, F. Ganz, S. Ganea, B. Kjærgaard, D. Kuemper, S. Nechifor, D. Puiu, A. Sheth, V. Tsiatsis, L. Vestergaard, Real time IoT stream processing and large-scale data analytics for smart city applications, in Poster session, European Conference on Networks and Communications 2014, 2014
15.
S. Din, A. Ahmad, A. Paul, S. Rho, Service orchestration of optimizing continuous features in industrial surveillance using big data based fog-enabled internet of things. IEEE Access PP(99) (2018)
16.
A. Awais, M. Babar, S. Din, S. Khalid, M.M. Rathore, A. Paul, A. Reddy, N. Allah, Socio-cyber network: the potential of cyber-physical system to define human behaviors using big data analytics. Futur. Gener. Comput. Syst. (2018)
17.
A. Awais, M. Khan, A. Paul, S. Din, M.M. Rathore, G. Jeon, G.S. Chio, Towards modeling and optimization of features selection in Big Data based social internet of things. Futur Gener. Comput. Syst. 82, 715–726 (2018)CrossRef
18.
S. Din, A. Paul, A. Ahmad, J. Hong, Energy efficient topology management scheme based on clustering technique for software defined wireless sensor network. Peer-to-Peer Netw. Appl., 1–9 (2017)
19.
20.
S. Kandula, et al., The nature of data center traffic: measurements & analysis, in Proc. 9th ACM SIGCOMM Conf. Internet Measurement, 2009, pp. 202–208
21.
M.-H. Chen et al., A low-latency two-tier measurement and control platform for commodity SDN. IEEE Commun Mag 54(9), 202–208 (2016)CrossRef
22.
S.H. Ahmed, S.H. Bouk, D. Kim, RUFS: RobUst forwarder selection in vehicular content-centric networks. IEEE Commun Lett 19(9), 1616–1619 (2015)CrossRef
23.
S.H. Ahmed, S.H. Bouk, M.A. Yaqub, D. Kim, H. Song, J. Lloret, CODIE: controlled data and interest evaluation in vehicular named data networks. IEEE Trans. Veh. Technol. 65(6), 3954–3963 (2016)CrossRef
24.
S. Uppoor, O. Trullols-Cruces, M. Fiore, J.M. Barcelo-Ordinas, Generation and analysis of a large-scale urban vehicular mobility dataset. IEEE Trans. Mob. Comput. 13(5) (2014)CrossRef
Metadata
Title
Software-Defined Internet of Things to Analyze Big Data in Smart Cities
Authors
Sadia Din
Awais Ahmad
Anand Paul
Gwanggil Jeon
Copyright Year
2019
Book
Edge Computing

Print ISBN: 978-3-319-99060-6

Electronic ISBN: 978-3-319-99061-3

Copyright Year: 2019

DOI
https://doi.org/10.1007/978-3-319-99061-3_6