Skip to main content

2016 | OriginalPaper | Buchkapitel

Cloud of Things: Integration of IoT with Cloud Computing

verfasst von : Mohammad Aazam, Eui-Nam Huh, Marc St-Hilaire, Chung-Horng Lung, Ioannis Lambadaris

Erschienen in: Robots and Sensor Clouds

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

With rapidly increasing Wireless Sensor Networks (WSNs) and Internet of Things (IoTs) based services; a lot of data is being generated. It is becoming very difficult to manage power constrained small sensors and other data generating devices. With IoTs, anything can become part of the Internet and generate data. Moreover, data generated needs to be managed according to its requirements, in order to create more valuable services. For this purpose, integration of IoTs with cloud computing is becoming very important. This new paradigm is termed as Cloud of Things (CoTs). CoTs provide means to handle increasing data and other resources of underlying IoTs and WSNs. It also helps in creating an extended portfolio of services that can be provided with this amalgamation. In future, CoTs are going to play a very vital role. In this chapter, the importance of CoT, its architecture, working, and the issues involved are discussed.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

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!

Literatur
1.
Zurück zum Zitat Rise of the embedded internet. In: White Paper Rise of the embedded internet. In: White Paper
2.
Zurück zum Zitat Moving to the media cloud. In: Viewpoint Paper, November 2010 Moving to the media cloud. In: Viewpoint Paper, November 2010
5.
Zurück zum Zitat Aazam, M., Huh, E.-N.: Fog computing and smart gateway based communication for cloud of things. In: The Proceedings of IEEE Future Internet of Things and Cloud (FiCloud), Barcelona, Spain, pp. 27–29 (2014) Aazam, M., Huh, E.-N.: Fog computing and smart gateway based communication for cloud of things. In: The Proceedings of IEEE Future Internet of Things and Cloud (FiCloud), Barcelona, Spain, pp. 27–29 (2014)
6.
Zurück zum Zitat Aazam, M., Huh, E.-N.: Impact of IPv4-IPv6 coexistence in cloud virtualization environment. Annals of Telecommunications-annales des Télécommunications, 69(9–10), 485–496 (2014) Aazam, M., Huh, E.-N.: Impact of IPv4-IPv6 coexistence in cloud virtualization environment. Annals of Telecommunications-annales des Télécommunications, 69(9–10), 485–496 (2014)
7.
Zurück zum Zitat Aazam, M., Phuoc Hung, P., Huh, E.-N.: Smart gateway based communication for cloud of things. In: 2014 IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), pp. 1–6. IEEE (2014) Aazam, M., Phuoc Hung, P., Huh, E.-N.: Smart gateway based communication for cloud of things. In: 2014 IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), pp. 1–6. IEEE (2014)
8.
Zurück zum Zitat Aazam, M., Khan, I., Alam, M., Qayyum, A.: Comparison of IPv6 tunneled traffic of teredo and ISATAP over test-bed setup. In: 2010 International Conference on Information and Emerging Technologies (ICIET). IEEE (2010) Aazam, M., Khan, I., Alam, M., Qayyum, A.: Comparison of IPv6 tunneled traffic of teredo and ISATAP over test-bed setup. In: 2010 International Conference on Information and Emerging Technologies (ICIET). IEEE (2010)
9.
Zurück zum Zitat Aazam, M., Khan, I., Abdullah Alsaffar, A., Huh, E.-N.: Cloud of things: integrating internet of things and cloud computing and the issues involved. In: 2014 11th International Bhurban Conference on Applied Sciences and Technology (IBCAST). IEEE (2014) Aazam, M., Khan, I., Abdullah Alsaffar, A., Huh, E.-N.: Cloud of things: integrating internet of things and cloud computing and the issues involved. In: 2014 11th International Bhurban Conference on Applied Sciences and Technology (IBCAST). IEEE (2014)
10.
Zurück zum Zitat Aazam, M., Atif Hussain Shah, S., Khan, I., Qayyum, A.: Deployment and performance evaluation of Teredo and ISATAP over real test-bed setup. In: Proceedings of the International Conference on Management of Emergent Digital EcoSystems, pp. 229–233. ACM (2010) Aazam, M., Atif Hussain Shah, S., Khan, I., Qayyum, A.: Deployment and performance evaluation of Teredo and ISATAP over real test-bed setup. In: Proceedings of the International Conference on Management of Emergent Digital EcoSystems, pp. 229–233. ACM (2010)
11.
Zurück zum Zitat Aazam, M., Syed, A.M., Huh, E.-N.: Redefining flow label in IPv6 and MPLS headers for end to end QOS in virtual networking for thin client. In: 2013 19th Asia-Pacific Conference on Communications (APCC), pp. 585–590. IEEE (2013) Aazam, M., Syed, A.M., Huh, E.-N.: Redefining flow label in IPv6 and MPLS headers for end to end QOS in virtual networking for thin client. In: 2013 19th Asia-Pacific Conference on Communications (APCC), pp. 585–590. IEEE (2013)
12.
Zurück zum Zitat Aazam, M., Syed, A.M., Shah, S.A.H., Khan, I., Alam, M.: Evaluation of 6to4 and ISATAP on a test LAN. In: 2011 IEEE Symposium on Computers & Informatics (ISCI), pp. 46–50. IEEE (2011) Aazam, M., Syed, A.M., Shah, S.A.H., Khan, I., Alam, M.: Evaluation of 6to4 and ISATAP on a test LAN. In: 2011 IEEE Symposium on Computers & Informatics (ISCI), pp. 46–50. IEEE (2011)
13.
Zurück zum Zitat Buyya, R., Ranjan, R., Calheiros, R.N.: InterCloud: utility-oriented federation of cloud computing environments for scaling of application services. In: Algorithms and Architectures for Parallel Processing, pp. 13–31. Springer, Berlin (2010) Buyya, R., Ranjan, R., Calheiros, R.N.: InterCloud: utility-oriented federation of cloud computing environments for scaling of application services. In: Algorithms and Architectures for Parallel Processing, pp. 13–31. Springer, Berlin (2010)
14.
Zurück zum Zitat Chen, Y.-K.: Challenges and opportunities of internet of things. In: 2012 17th Asia and South Pacific, Design Automation Conference (ASP-DAC), pp. 383–388. IEEE (2012) Chen, Y.-K.: Challenges and opportunities of internet of things. In: 2012 17th Asia and South Pacific, Design Automation Conference (ASP-DAC), pp. 383–388. IEEE (2012)
15.
Zurück zum Zitat Deelman, E., Singh, G., Livny, M., Berriman, B., Good, J.: The cost of doing science on the cloud: the montage example. In: Proceedings of the 2008 ACM/IEEE Conference on Supercomputing, p. 50. IEEE Press (2008) Deelman, E., Singh, G., Livny, M., Berriman, B., Good, J.: The cost of doing science on the cloud: the montage example. In: Proceedings of the 2008 ACM/IEEE Conference on Supercomputing, p. 50. IEEE Press (2008)
16.
Zurück zum Zitat Distefano, S., Merlino, G., Puliafito, A.: Enabling the cloud of things. In: 2012 Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS), pp. 858–863. IEEE (2012) Distefano, S., Merlino, G., Puliafito, A.: Enabling the cloud of things. In: 2012 Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS), pp. 858–863. IEEE (2012)
17.
Zurück zum Zitat Cenk Erdil, D.: Autonomic cloud resource sharing for intercloud federations. Future Gener. Comput. Syst. 29(7), 1700–1708 (2013) Cenk Erdil, D.: Autonomic cloud resource sharing for intercloud federations. Future Gener. Comput. Syst. 29(7), 1700–1708 (2013)
18.
Zurück zum Zitat Evans, D.: The internet of things: how the next evolution of the internet is changing everything. In: CISCO White Paper 1 (2011) Evans, D.: The internet of things: how the next evolution of the internet is changing everything. In: CISCO White Paper 1 (2011)
19.
Zurück zum Zitat Fox, G.C., Kamburugamuve, S., Hartman, R.D.: Architecture and measured characteristics of a cloud based internet of things. In: 2012 International Conference on Collaboration Technologies and Systems (CTS), pp. 6–12. IEEE (2012) Fox, G.C., Kamburugamuve, S., Hartman, R.D.: Architecture and measured characteristics of a cloud based internet of things. In: 2012 International Conference on Collaboration Technologies and Systems (CTS), pp. 6–12. IEEE (2012)
20.
Zurück zum Zitat Grozev, N., Buyya, R.: Inter-cloud architectures and application brokering: taxonomy and survey. Softw.: Pract. Exp. 44(3), 369–390 (2014) Grozev, N., Buyya, R.: Inter-cloud architectures and application brokering: taxonomy and survey. Softw.: Pract. Exp. 44(3), 369–390 (2014)
21.
Zurück zum Zitat Gubbi, J., Buyya, R., Marusic, S., Palaniswami, M.: Internet of things (IoT): a vision, architectural elements, and future directions. Future Gener. Comput. Syst. 29(7), 1645–1660 (2013)CrossRef Gubbi, J., Buyya, R., Marusic, S., Palaniswami, M.: Internet of things (IoT): a vision, architectural elements, and future directions. Future Gener. Comput. Syst. 29(7), 1645–1660 (2013)CrossRef
22.
Zurück zum Zitat Mehedi Hassan, M., Song, B., Huh, E.-N.: A framework of sensor-cloud integration opportunities and challenges. In: Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication, pp. 618–626. ACM (2009) Mehedi Hassan, M., Song, B., Huh, E.-N.: A framework of sensor-cloud integration opportunities and challenges. In: Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication, pp. 618–626. ACM (2009)
23.
Zurück zum Zitat Ibrahim, S., He, B., Jin, H.: Towards pay-as-you-consume cloud computing. In: 2011 IEEE International Conference on Services Computing (SCC), pp. 370–377. IEEE (2011) Ibrahim, S., He, B., Jin, H.: Towards pay-as-you-consume cloud computing. In: 2011 IEEE International Conference on Services Computing (SCC), pp. 370–377. IEEE (2011)
24.
Zurück zum Zitat Jrad, F., Tao, J., Streit, A.: SLA based service brokering in intercloud environments. CLOSER 2012, 76–81 (2012) Jrad, F., Tao, J., Streit, A.: SLA based service brokering in intercloud environments. CLOSER 2012, 76–81 (2012)
25.
Zurück zum Zitat Jrad, F., Tao, J., Streit, A.: A broker-based framework for multi-cloud workflows. In: Proceedings of the 2013 International Workshop on Multi-cloud Applications and Federated Clouds, pp. 61–68. ACM (2013) Jrad, F., Tao, J., Streit, A.: A broker-based framework for multi-cloud workflows. In: Proceedings of the 2013 International Workshop on Multi-cloud Applications and Federated Clouds, pp. 61–68. ACM (2013)
26.
Zurück zum Zitat Kaewpuang, R., Niyato, D., Wang, P., Hossain, E.: A framework for cooperative resource management in mobile cloud computing. IEEE J. Sel. Areas Commun. 31(12), 2685–2700 (2013)CrossRef Kaewpuang, R., Niyato, D., Wang, P., Hossain, E.: A framework for cooperative resource management in mobile cloud computing. IEEE J. Sel. Areas Commun. 31(12), 2685–2700 (2013)CrossRef
27.
Zurück zum Zitat Khan, R., Ullah Khan, S., Zaheer, R., Khan, S.: Future internet: the internet of things architecture, possible applications and key challenges. In: FIT, pp. 257–260 (2012) Khan, R., Ullah Khan, S., Zaheer, R., Khan, S.: Future internet: the internet of things architecture, possible applications and key challenges. In: FIT, pp. 257–260 (2012)
28.
Zurück zum Zitat Kortuem, G., Kawsar, F., Fitton, D., Sundramoorthy, V.: Smart objects as building blocks for the internet of things. IEEE Internet Comput. 14(1), 44–51 (2010)CrossRef Kortuem, G., Kawsar, F., Fitton, D., Sundramoorthy, V.: Smart objects as building blocks for the internet of things. IEEE Internet Comput. 14(1), 44–51 (2010)CrossRef
29.
Zurück zum Zitat Kovatsch, M., Mayer, S., Ostermaier, B.: Moving application logic from the firmware to the cloud: towards the thin server architecture for the internet of things. In: 2012 Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS), pp. 751–756. IEEE (2012) Kovatsch, M., Mayer, S., Ostermaier, B.: Moving application logic from the firmware to the cloud: towards the thin server architecture for the internet of things. In: 2012 Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS), pp. 751–756. IEEE (2012)
30.
Zurück zum Zitat Liu, W., Zhao, X., Xiao, J., Wu, Y.: Automatic vehicle classification instrument based on multiple sensor information fusion. In: Third International Conference on Information Technology and Applications. ICITA 2005. vol. 1, pp. 379–382. IEEE (2005) Liu, W., Zhao, X., Xiao, J., Wu, Y.: Automatic vehicle classification instrument based on multiple sensor information fusion. In: Third International Conference on Information Technology and Applications. ICITA 2005. vol. 1, pp. 379–382. IEEE (2005)
31.
32.
Zurück zum Zitat McNamara, L., Nahas, B.A., Duquennoy, S., Eriksson, J., Voigt, T.: Demo abstract: Sicsthsense-dispersing the cloud (2014) McNamara, L., Nahas, B.A., Duquennoy, S., Eriksson, J., Voigt, T.: Demo abstract: Sicsthsense-dispersing the cloud (2014)
33.
Zurück zum Zitat Meingast, M., King, J., Mulligan, D.K.: Embedded RFID and everyday things: a case study of the security and privacy risks of the us e-passport. In: IEEE International Conference on RFID, 2007, pp. 7–14. IEEE (2007) Meingast, M., King, J., Mulligan, D.K.: Embedded RFID and everyday things: a case study of the security and privacy risks of the us e-passport. In: IEEE International Conference on RFID, 2007, pp. 7–14. IEEE (2007)
34.
Zurück zum Zitat Park, K.-W., Han, J., Chung, J., Park, K.H.: Themis: a mutually verifiable billing system for the cloud computing environment. IEEE Trans. Serv. Comput. 6(3), 300–313 (2013)CrossRef Park, K.-W., Han, J., Chung, J., Park, K.H.: Themis: a mutually verifiable billing system for the cloud computing environment. IEEE Trans. Serv. Comput. 6(3), 300–313 (2013)CrossRef
35.
Zurück zum Zitat Parwekar, P.: From internet of things towards cloud of things. In: 2011 2nd International Conference on Computer and Communication Technology (ICCCT), pp. 329–333. IEEE (2011) Parwekar, P.: From internet of things towards cloud of things. In: 2011 2nd International Conference on Computer and Communication Technology (ICCCT), pp. 329–333. IEEE (2011)
36.
Zurück zum Zitat Rogers, O., Cliff, D.: A financial brokerage model for cloud computing. J. Cloud Comput. 1(1), 1–12 (2012)CrossRef Rogers, O., Cliff, D.: A financial brokerage model for cloud computing. J. Cloud Comput. 1(1), 1–12 (2012)CrossRef
37.
Zurück zum Zitat Sehgal, A., Perelman, V., Kuryla, S., Schonwalder, J.: Management of resource constrained devices in the internet of things. IEEE Commun. Mag. 50(12), 144–149 (2012)CrossRef Sehgal, A., Perelman, V., Kuryla, S., Schonwalder, J.: Management of resource constrained devices in the internet of things. IEEE Commun. Mag. 50(12), 144–149 (2012)CrossRef
38.
Zurück zum Zitat Tei, K., Gurgen, L.: Clout: cloud of things for empowering the citizen clout in smart cities. In: 2014 IEEE World Forum on Internet of Things (WF-IoT), pp. 369–370. IEEE (2014) Tei, K., Gurgen, L.: Clout: cloud of things for empowering the citizen clout in smart cities. In: 2014 IEEE World Forum on Internet of Things (WF-IoT), pp. 369–370. IEEE (2014)
39.
Zurück zum Zitat Uckelmann, D., Harrison, M., Michahelles, F.: Architecting the Internet of Things. Springer Science & Business Media, Berlin (2011)CrossRef Uckelmann, D., Harrison, M., Michahelles, F.: Architecting the Internet of Things. Springer Science & Business Media, Berlin (2011)CrossRef
40.
Zurück zum Zitat Villegas, D., Bobroff, N., Rodero, I., Delgado, J., Liu, Y., Devarakonda, A., Fong, L., Masoud Sadjadi, S., Parashar, M.: Cloud federation in a layered service model. J. Comput. Syst. Sci. 78(5), 1330–1344 (2012)CrossRef Villegas, D., Bobroff, N., Rodero, I., Delgado, J., Liu, Y., Devarakonda, A., Fong, L., Masoud Sadjadi, S., Parashar, M.: Cloud federation in a layered service model. J. Comput. Syst. Sci. 78(5), 1330–1344 (2012)CrossRef
41.
Zurück zum Zitat Wang, W., Niu, D., Li, B., Liang, B.: Dynamic cloud resource reservation via cloud brokerage. In: 2013 IEEE 33rd International Conference on Distributed Computing Systems (ICDCS), pp. 400–409. IEEE (2013) Wang, W., Niu, D., Li, B., Liang, B.: Dynamic cloud resource reservation via cloud brokerage. In: 2013 IEEE 33rd International Conference on Distributed Computing Systems (ICDCS), pp. 400–409. IEEE (2013)
42.
Zurück zum Zitat Wu, M., Lu, T.-J., Ling, F.-Y., Sun, J., Du, H.-Y.: Research on the architecture of internet of things. In: 2010 3rd International Conference on Advanced Computer Theory and Engineering (ICACTE), vol. 5, pp. V5–484. IEEE (2010) Wu, M., Lu, T.-J., Ling, F.-Y., Sun, J., Du, H.-Y.: Research on the architecture of internet of things. In: 2010 3rd International Conference on Advanced Computer Theory and Engineering (ICACTE), vol. 5, pp. V5–484. IEEE (2010)
43.
Zurück zum Zitat Xiao, Z., Song, W., Chen, Q.: Dynamic resource allocation using virtual machines for cloud computing environment. IEEE Trans. Parallel Distrib. Syst. 24(6), 1107–1117 (2013)CrossRef Xiao, Z., Song, W., Chen, Q.: Dynamic resource allocation using virtual machines for cloud computing environment. IEEE Trans. Parallel Distrib. Syst. 24(6), 1107–1117 (2013)CrossRef
44.
Zurück zum Zitat Yang, K., Jia, X.: An efficient and secure dynamic auditing protocol for data storage in cloud computing. IEEE Trans. Parallel Distrib. Syst. 24(9), 1717–1726 (2013)CrossRef Yang, K., Jia, X.: An efficient and secure dynamic auditing protocol for data storage in cloud computing. IEEE Trans. Parallel Distrib. Syst. 24(9), 1717–1726 (2013)CrossRef
45.
Zurück zum Zitat Yang, Y., Zhou, Y., Liang, L., He, D., Sun, Z.: A service-oriented broker for bulk data transfer in cloud computing. In: 2010 9th International Conference on Grid and Cooperative Computing (GCC), pp. 264–269. IEEE (2010) Yang, Y., Zhou, Y., Liang, L., He, D., Sun, Z.: A service-oriented broker for bulk data transfer in cloud computing. In: 2010 9th International Conference on Grid and Cooperative Computing (GCC), pp. 264–269. IEEE (2010)
46.
Zurück zum Zitat Yuriyama, M., Kushida, T.: Sensor-cloud infrastructure-physical sensor management with virtualized sensors on cloud computing. In: 2010 13th International Conference on Network-Based Information Systems (NBiS), pp. 1–8. IEEE (2010) Yuriyama, M., Kushida, T.: Sensor-cloud infrastructure-physical sensor management with virtualized sensors on cloud computing. In: 2010 13th International Conference on Network-Based Information Systems (NBiS), pp. 1–8. IEEE (2010)
47.
Zurück zum Zitat Zhou, J., Leppanen, T., Harjula, E., Ylianttila, M., Ojala, T., Yu, C., Jin, H., Tianruo Yang, L.: Cloudthings: a common architecture for integrating the internet of things with cloud computing. In: 2013 IEEE 17th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 651–657. IEEE (2013) Zhou, J., Leppanen, T., Harjula, E., Ylianttila, M., Ojala, T., Yu, C., Jin, H., Tianruo Yang, L.: Cloudthings: a common architecture for integrating the internet of things with cloud computing. In: 2013 IEEE 17th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 651–657. IEEE (2013)
48.
Zurück zum Zitat Zhu, W., Luo, C., Wang, J., Li, S.: Multimedia cloud computing. IEEE Signal Process. Mag. 28(3), 59–69 (2011)CrossRef Zhu, W., Luo, C., Wang, J., Li, S.: Multimedia cloud computing. IEEE Signal Process. Mag. 28(3), 59–69 (2011)CrossRef
Metadaten
Titel
Cloud of Things: Integration of IoT with Cloud Computing
verfasst von
Mohammad Aazam
Eui-Nam Huh
Marc St-Hilaire
Chung-Horng Lung
Ioannis Lambadaris
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-22168-7_4