Abstract
The Internet of Things can be defined as an expansion of Internet network further off conventional gadgets like computers, smart phones, and tablets to an assorted scope of gadgets and ordinary things that use embedded technology to communicate with the outer environment, all by means of the Internet. With the increasing time, data access and computing are proceeding towards more complications and hurdles requiring more efficient and logical data computation infrastructures but the vision of future IoT seems foggy as it is a matter of concern that our current infrastructure may not be able to handle large amount of data efficiently involving growing number of IoT devices. To get diminished from this issue, Fog computing has been introduced which is an expansion of cloud computing working as a decentralized infrastructure in which reserving or computing data, service, and applications are distributed in the most efficient and logical position between source and the cloud. In this paper, the current infrastructure has been depicted and proposed another model of IoT infrastructure to surpass the difficulties of the existing infrastructure, which will be a coordinated effort of Fog computing amalgamation with Machine-to-Machine (M2M) intelligent communication protocol followed by incorporation of Service-Oriented Architecture (SOA) and finally integration of agent-based SOA. This model will have the capacity to exchange data by breaking down dependably and methodically with low latency, less bandwidth, heterogeneity in less measure of time maintaining the Quality of Service (QoS) precisely.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
B. Azimdoost, H. R. Sadjadpour and J. J. Garcia-Luna-Aceves. 2013. Capacity of Wireless Networks with Social Behavior. In IEEE Transactions on Wireless Communications, vol. 12, no. 1, pp. 60–69. doi:10.1109/TWC.2012.121112.111581.
K. P. Birman, R. van Renesse and W. Vogels. 2001. Spinglass: secure and scalable communication tools for mission-critical computing. In DARPA Information Survivability Conference & Exposition II, 2001. DISCEX ‘01. Proceedings, Anaheim, CA, vol. 2, pp. 85–99. doi:10.1109/DISCEX.2001.932161.
F. Boccardi, R. W. Heath, A. Lozano, T. L. Marzetta and P. Popovski. 2014. Five disruptive technology directions for 5G. In IEEE Communications Magazine, vol. 52, no. 2, pp. 74–80. doi:10.1109/MCOM.2014.6736746.
F. Bonomi, R. Milito, J. Zhu, and S. Addepalli. 2012. Fog computing and its role in the internet of things. In Proceedings of the first edition of the MCC workshop on Mobile cloud computing (MCC ‘12). ACM, New York, NY, USA, 13–16. doi:10.1145/2342509.2342513.
S. Subashini, V. Kavitha. 2011. A survey on security issues in service delivery models of cloud computing. In Journal of Network and Computer Applications, vol. 34, no. 1, pp. 1–11. doi:10.1016/j.jnca.2010.07.006.
S. K. Datta, C. Bonnet and N. Nikaein. 2014. An IoT gateway centric architecture to provide novel M2M services. In Internet of Things (WF-IoT), 2014 IEEE World Forum on, Seoul, 2014, pp. 514–519. doi:10.1109/WF-IoT.2014.6803221.
F. H. Bijarbooneh, W. Du, E. C. H. Ngai, X. Fu and J. Liu. 2016. Cloud-Assisted Data Fusion and Sensor Selection for Internet of Things. In IEEE Internet of Things Journal, vol. 3, no. 3, pp. 257–268, June 2016. doi:10.1109/JIOT.2015.2502182.
R. Garcia-Castro, C. Hill, and O. Corcho. 2011. SemserGrid4Env Deliverable D4.3 v2 Sensor network ontology suite.
Sandra Rodríguez-Valenzuela, Juan A. Holgado-Terriza*, José M. Gutiérrez-Guerrero and Jesús L. Muros-Cobos, “Distributed Service-Based Approach for Sensor Data Fusion in IoT Environments”.
Giancarlo Fortino and Wilma Russo, “Towards a Cloud-assisted and Agent-oriented Architecture for the Internet of Things”, 2013.
Cisco. 2015. Fog Computing and the Internet of Things: Extend the Cloud to Where the Things Are.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 Springer Nature Singapore Pte. Ltd.
About this paper
Cite this paper
Ashrafi, T.H., Hossain, M.A., Arefin, S.E., Das, K.D.J., Chakrabarty, A. (2018). IoT Infrastructure: Fog Computing Surpasses Cloud Computing. In: Hu, YC., Tiwari, S., Mishra, K., Trivedi, M. (eds) Intelligent Communication and Computational Technologies. Lecture Notes in Networks and Systems, vol 19. Springer, Singapore. https://doi.org/10.1007/978-981-10-5523-2_5
Download citation
DOI: https://doi.org/10.1007/978-981-10-5523-2_5
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-10-5522-5
Online ISBN: 978-981-10-5523-2
eBook Packages: EngineeringEngineering (R0)