Industrial IoT Data Scheduling Based on Hierarchical Fog Computing: A Key for Enabling Smart Factory

IEEE Transactions on Industrial Informatics

Volumn 14, Issue 10, 2018, Pages 4590-4602

  Chekired, Djabir Abdeldjalil ^a   Khoukhi, Lyes ^a   Mouftah, Hussein T ^b  

^a UNIVERSITÉ DE TECHNOLOGIE DE TROYES   (France)

^b UNIVERSITY OF OTTAWA   (Canada)

Author keywords

Hierarchical fog architecture; industrial Internet of things (IIoT); linear optimization; priority queuing

Indexed keywords

FOG; INTERNET OF THINGS; LINEAR PROGRAMMING; NETWORK ARCHITECTURE; NETWORK LAYERS; QUEUEING THEORY;

EXTENSIVE SIMULATIONS; INDUSTRIAL IOT; INTERNET OF THINGS (IOT); LINEAR OPTIMIZATION; PRIORITY QUEUING; PROBABILISTIC ANALYSIS; PROPOSED ARCHITECTURES; REAL TIME CONSTRAINTS;

FOG COMPUTING;

EID: 85048004038     PISSN: 15513203     EISSN: None     Source Type: Journal    
DOI: 10.1109/TII.2018.2843802     Document Type: Article

References (16)

1. A. Al-Fuqaha, M. Guizani, M. Mohammadi, M. Aledhari, and M. Ayyash, "Internet of things: A survey on enabling technologies, protocols, and applications, " IEEE Commun. Surveys Tuts., vol. 17, no. 4, pp. 2347-2376, Oct.-Dec. 2015.
2. T. Qiu, X. Liu, L. Feng, and Y. Zhou, "An efficient tree-based selforganizing protocol for internet of things, " IEEE Access, vol. 4, pp. 3535-3546, 2016.
3. P. Lade, R. Ghosh, and S. Srinivasan, "Manufacturing analytics and industrial internet of things, " IEEE Intell. Syst. vol. 32, no. 3, pp. 74-79, May/Jun. 2017.
4. C. Alippi, R. Fantacci, D. Marabissi, and M. Roveri, "A cloud to the ground: The new frontier of intelligent and autonomous networks of things, " IEEE Commun. Mag., vol. 54, no. 12, pp. 14-20, Dec. 2016.
5. D. A. Chekired and L. Khoukhi, "Smart grid solution for charging and discharging services based on cloud computing scheduling, " IEEE Trans. Ind. Informat., vol. 13, no. 6, pp. 3312-3321, Dec. 2017.
6. Cisco White Paper, "Fog computing and the internet of things: Extend the cloud to where the things are, " Cisco, San Jose, CA, USA. [Online]. Available: https://www.cisco.com/c/dam/en-us/solutions/trends/iot/docs/computing-overview.pdf. Accessed on: Nov. 2017.
7. S. Mubeen, P. Nikolaidis, A. Didic, H. Pei-Breivold, K. Sandström, and M. Behnam, "Delay mitigation in offloaded cloud controllers in industrial IoT, " IEEE Access, vol. 5, pp. 4418-4430, 2017.
8. L. D. Xu, W. He, and S. Li, "Internet of things in industries: A survey, " IEEE Trans. Ind. Informat., vol. 10, no. 4, pp. 2233-2243, Nov. 2014.
9. L. Zhou, D. Wu, J. Chen, and Z. Dong, "When computation hugs intelligence: Content-Aware data processing for industrial IoT, " in IEEE Internet Things J., vol. 5, no. 3, pp. 1657-1666, Jun. 2018.
10. Y. Sahni, J. Cao, S. Zhang, and L. Yang, "Edge Mesh: A new paradigm to enable distributed intelligence in internet of things, " IEEE Access, vol. 5, pp. 16441-16458, 2017.
11. J. Fu, Y. Liu, H. C. Chao, B. Bhargava, and Z. Zhang, "Secure data storage and searching for industrial IoT by integrating fog computing and cloud computing, " IEEE Trans. Ind. Informat., to be published, doi: 10.1109/TII.2018.2793350.
12. N. U. Prabhu, Foundations of Queueing Theory. Norwell, MA, USA: Kluwer, 1997, pp. 80-112.
13. S. Boyd and L. Vandenberghe, Convex Optimization. Cambridge, U.K.: Cambridge Univ. Press, 2009.
14. J. C. Bazin, H. Li, I. S. Kweon, C. Demonceaux, P. Vasseur, and K. Ikeuchi, "A branch-And-bound approach to correspondence and grouping problems, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 35, no. 7, pp. 1565-1576, Jul. 2013.
15. S. Kirkpartrick, C. Gelatt, and C. Vecchi, "Optimization by simulated annealing, " Science, vol. 220, pp. 671-680, 1983.
16. D. A. Chekired, L. Khoukhi, and H. T. Mouftah, "Decentralized cloud-SDN architecture in smart grid: A dynamic pricing model, " IEEE Trans. Ind. Informat., vol. 14, no. 3, pp. 1220-1231, Mar. 2018.