Skip to main content
Log in

Collaborative handshaking approaches between internet of computing and internet of things towards a smart world: a review from 2009–2017

  • Published:
Telecommunication Systems Aims and scope Submit manuscript

Abstract

Internet of things (IoT) has been a noteworthy zone of research for empowering interconnection and joining the physical world through the Internet. At the beginning, it was used for single things but later advancements in different computing devices resulted in a new terminology called the internet of computing (IoC). In this paper, we review the latest progresses on IoT with IoC from a class review of published articles from 2009 to 2017. The review is classified alongside with (1) identification of users who are already in existence, (2) devices connected via various communication modes, (3) deterministic communication in IoT. The reviewed approaches are named as empirical, computing, innovative application and implementation approaches. The review shows that data stored in the cloud need to be mapped with geographic information system in order to fit with IoT and IoC. For IoT versus traditional communication approaches, it is found that reliable connection is one of the most emerging issues nowadays. It has been concluded that for the social consensus, IoC and IoT cooperating together are truly beneficial for upcoming years rather than just devices equipped with many sensor technologies. We hope to draw attention to this new topic with trends in the forthcoming era.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8

Similar content being viewed by others

References

  1. Aazam, M., Khan, I., Alsaffar, A. A., & Huh, E. N. (2014). Cloud of things: Integrating internet of things and cloud computing and the issues involved. In 11th international Bhurban conference on applied sciences and technology (pp. 414–419).

  2. Adat, V., & Gupta, B. B. (2017). Security in internet of things: Issues, challenges, taxonomy, and architecture. Telecommunication Systems, 67, 1–19.

    Google Scholar 

  3. Al-Dweik, A., Muresan, R., Mayhew, M., & Lieberman, M. (2017). IoT-based multifunctional scalable real-time enhanced road side unit for intelligent transportation systems. In 2017 IEEE 30th Canadian conference on electrical and computer engineering (CCECE) (pp. 1–6).

  4. Angelakis, V., Avgouleas, L., Pappas, N., Fitzgerald, P., & Yuan, D. (2016). Allocation of heterogeneous resources of an IoT device to flexible services. IEEE Infocom, 3, 1–10.

    Google Scholar 

  5. Ansari, N., & Sun, X. (2018). Mobile edge computing empowers internet of things. IEICE Transactions on Communications, 101(3), 604–619.

    Article  Google Scholar 

  6. Atzori, L., Iera, A., & Morabito, G. (2010). The internet of things: A survey. Computer Networks, 54(15), 2787–2805.

    Article  Google Scholar 

  7. Atzori, L., Iera, A., & Morabito, G. (2011). Siot: Giving a social structure to the internet of things. IEEE Communications Letters, 15(11), 1193–1195.

    Article  Google Scholar 

  8. Atzori, L., Iera, A., & Morabito, G. (2017). Understanding the internet of things: Ddefinition, potentials, and societal role of a fast evolving paradigm. Ad Hoc Networks, 56, 122–140.

    Article  Google Scholar 

  9. Baccelli, E., Hahm, O., Gunes, M., Wahlisch, M., & Schmidt, T. C. (2013). RIOT OS: Towards an OS for the internet of things. In 2013 IEEE conference on computer communications workshops (pp. 79–80).

  10. Bandyopadhyay, D., & Sen, J. (2011). Internet of things: Applications and challenges in technology and standardization. Wireless Personal Communications, 58(1), 49–69.

    Article  Google Scholar 

  11. Bekara, C. (2014). Security issues and challenges for the IoT-based smart grid. Procedia Computer Science, 34, 532–537.

    Article  Google Scholar 

  12. Bonomi, F., Milito, R., Zhu, J., & Addepalli, S. (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 ACM (pp. 13–16).

  13. Botta, A., De Donato, W., Persico, V., & Pescapé, A. (2016). Integration of cloud computing and internet of things: A survey. Future Generation Computer Systems, 56, 684–700.

    Article  Google Scholar 

  14. Catarinucci, L., De Donno, D., Mainetti, L., Palano, L., Patrono, L., Stefanizzi, M. L., et al. (2015). An IoT-aware architecture for smart healthcare systems. IEEE Internet of Things Journal, 2(6), 15–526.

    Article  Google Scholar 

  15. Chen, S., Xu, H., Liu, D., Hu, B., & Wang, H. (2014). A vision of IoT: Applications, challenges, and opportunities with china perspective. IEEE Internet of Things Journal, 1(4), 349–359.

    Article  Google Scholar 

  16. Chen, Y., Zhou, J., & Guo, M. (2016). A context-aware search system for internet of things based on hierarchical context model. Telecommunication Systems, 62(1), 77–91.

    Article  Google Scholar 

  17. Christoforou, E., Anta, A. F., Georgiou, C., & Mosteiro, M. A. (2014). Algorithmic mechanisms for reliable master–worker internet-based computing. IEEE Transactions on Computers, 63(1), 179–195.

    Article  Google Scholar 

  18. Clohessy, T., Acton, T., & Morgan, L. (2014). Smart city as a service (SCaaS): A future roadmap for e-government smart city cloud computing initiatives. In Proceedings of the 2014 IEEE/ACM 7th international conference on utility and cloud computing (pp. 836–841). IEEE Computer Society.

  19. Cresci, S., et al. (2017). Nowcasting of earthquake consequence using big social data. IEEE Internet of Computing, 14, 1–9.

    Article  Google Scholar 

  20. Desai, P., Sheth, A., & Anantharam, P. (2015). Semantic gateway as a service architecture for IoT interoperability. In 2015 IEEE international conference on mobile services (MS) (pp. 313–319). IEEE.

  21. Dohr, A., Modre-Opsrian, R., Drobics, M., Hayn, D., & Schreier, G. (2010). The internet of things for ambient assisted living. In 7th international conference on new generations in information technology (pp. 804–809).

  22. Gabbai, A. (2015). Kevin Ashton describes ‘the Internet of Things’: The innovator weighs in on what human life will be like a century from now. Smithsonian Magazine, 8–15.

  23. Gao, M., Wang, Q., Arafin, M. T., Lyu, Y., & Qu, G. (2017). Approximate computing for low power and security in the internet of things. Computer, 50(6), 27–34.

    Article  Google Scholar 

  24. Gardašević, G., Veletić, M., Maletić, N., Vasiljević, D., Radusinović, I., Tomović, S., et al. (2017). The IoT architectural framework, design issues and application domains. Wireless Personal Communications, 92(1), 127–148.

    Article  Google Scholar 

  25. Gubbi, J., Buyya, R., Marusic, S., & Palaniswami, M. (2013). Internet of things (IoT): A vision, architectural elements, and future directions. Future Generation Computer Systems, 29(7), 1645–1660.

    Article  Google Scholar 

  26. Guo, B., Zhang, D., Wang, Z., Yu, Z., & Zhou, X. (2013). Opportunistic IoT: Exploring the harmonious interaction between human and the internet of things. Journal of Network and Computer Applications, 36(6), 1531–1539.

    Article  Google Scholar 

  27. Guo, Y., Liu, H., & Chai, Y. (2014). The embedding convergence of smart cities and tourism internet of things in China: An advance perspective. Advances in Hospitality and Tourism Research (AHTR), 2(1), 54–69.

    Google Scholar 

  28. Hai, D. T., Son, L. H., & Le Vinh, T. (2017). Novel fuzzy clustering scheme for 3D wireless sensor networks. Applied Soft Computing, 54, 141–149.

    Article  Google Scholar 

  29. Hai, D. T., Tam, N. T., Son, L. H., & Vinh, L. T. (2016). A novel energy-balanced unequal fuzzy clustering algorithm for 3D wireless sensor networks. In Proceedings of the 7th symposium on information and communication technology (pp. 180–186). ACM.

  30. Hai, D. T., Tam, N. T., Son, L. H., & Vinh, L. T. (2016). Experimental analyses of Terrain factors to performance of sensor placement optimization in 3D environments. International Journal of Engineering and Technology, 8(6), 394–400.

    Article  Google Scholar 

  31. Hammoudi, S., Aliouat, Z., & Harous, S. (2017). Challenges and research directions for internet of things. Telecommunication Systems, 67, 1–19.

    Google Scholar 

  32. Hasan, S., & Curry, E. (2015). Thingsonomy: Tackling variety in internet of things events. IEEE Internet Computing, 19(2), 10–18.

    Article  Google Scholar 

  33. Hassanalieragh, M., Page, A., Soyata, T., Sharma, G., Aktas, M., Mateos, G., & Andreescu, S. (2015). Health monitoring and management using internet-of-things (IoT) sensing with cloud-based processing: Opportunities and challenges. In 2015 IEEE international conference on services computing (SCC) (pp. 285–292).

  34. Hiremath, S., Yang, G., & Mankodiya, K. (2014). Wearable internet of things: Concept, architectural components and promises for person-centered healthcare. In 2014 EAI 4th international conference on wireless mobile communication and healthcare (Mobihealth) (pp. 304–307). IEEE.

  35. Hu, L., Ong, D. M., Zhu, X., Liu, Q., & Song, E. (2015). Enabling RFID technology for healthcare: Application, architecture, and challenges. Telecommunication Systems, 58(3), 259–271.

    Article  Google Scholar 

  36. Hu, P., Ning, H., Qiu, T., Xu, Y., Luo, X., & Sangaiah, A. K. (2018). A unified face identification and resolution scheme using cloud computing in internet of things. Future Generation Computer Systems, 81, 582–592.

    Article  Google Scholar 

  37. Hu, P., Ning, H., Qiu, T., Zhang, Y., & Luo, X. (2017). Fog computing based face identification and resolution scheme in internet of things. IEEE Transactions on Industrial Informatics, 13(4), 1910–1920.

    Article  Google Scholar 

  38. Kamilaris, A., & Pitsillides, A. (2016). Mobile phone computing and the internet of things: A survey. IEEE Internet of Things Journal, 3(6), 885–898.

    Article  Google Scholar 

  39. Kant, K., & Pal, A. (2017). Internet of perishable logistics. IEEE Internet Computing, 21(1), 22–31.

    Article  Google Scholar 

  40. Kapoor, R., Gupta, R., Kumar, R., Son, L. H. & Jha, S. (2018). New scheme for underwater acoustically wireless transmission using direct sequence code division multiple access in MIMO systems. Wireless Networks. https://doi.org/10.1007/s11276-018-1750-z.

  41. Kaur, K., Garg, S., Aujla, G. S., Kumar, N., Rodrigues, J. J., & Guizani, M. (2018). Edge computing in the industrial internet of things environment: Software-defined-networks-based edge-cloud interplay. IEEE Communications Magazine, 56(2), 44–51.

    Article  Google Scholar 

  42. Khan, R., Khan, S. U., Zaheer, R., & Khan, S. (2012). Future internet: The internet of things architecture, possible applications and key challenges. In 10th international conference on frontiers of information technology (pp. 257–260).

  43. Kovatsch, M., Lanter, M., & Shelby, Z. (2014). Californium: Scalable cloud services for the internet of things with COAP. In 2014 IEEE international conference on the internet of things (IOT) (pp. 1–6).

  44. Laghari, S., & Niazi, M. A. (2016). Modeling the internet of things, self-organizing and other complex adaptive communication networks: A cognitive agent-based computing approach. PLoS ONE, 11(1), e0146760.

    Article  Google Scholar 

  45. Lee, I., & Lee, K. (2015). The internet of things (IoT): Applications, investments, and challenges for enterprises. Business Horizons, 58(4), 431–440.

    Article  Google Scholar 

  46. Li, F., Zheng, Z., & Jin, C. (2016). Secure and efficient data transmission in the internet of things. Telecommunication Systems, 62(1), 111–122.

    Article  Google Scholar 

  47. Li, X., Li, D., Wan, J., Liu, C., & Imran, M. (2018). Adaptive transmission optimization in SDN-based industrial internet of things with edge computing. IEEE Internet of Things Journal,. https://doi.org/10.1109/JIOT.2018.2797187.

    Article  Google Scholar 

  48. Li, X., Li, D., Wan, J., Vasilakos, A. V., Lai, C. F., & Wang, S. (2017). A review of industrial wireless networks in the context of industry 4.0. Wireless Networks, 23(1), 23–41.

    Article  Google Scholar 

  49. Liew, C. S., Ang, J. M., Goh, Y. T., Koh, W. K., Tan, S. Y., & Teh, R. Y. (2017). Factors influencing consumer acceptance of internet of things technology. In The internet of things: Breakthroughs in research and practice (pp. 71–86). IGI Global.

  50. Lyu, X., Tian, H., Jiang, L., Vinel, A., Maharjan, S., Gjessing, S., et al. (2018). Selective offloading in mobile edge computing for the green internet of things. IEEE Network, 32(1), 54–60.

    Article  Google Scholar 

  51. Ma, H. D. (2011). Internet of things: Objectives and scientific challenges. Journal of Computer Science and Technology, 26(6), 919–924.

    Article  Google Scholar 

  52. Ma, H., & Liu, W. (2017). Progressive search paradigm for internet of things. IEEE MultiMedia,. https://doi.org/10.1109/MMUL.2017.265091429.

    Article  Google Scholar 

  53. Madakam, S., Ramaswamy, R., & Tripathi, S. (2015). Internet of things (IoT): A literature review. Journal of Computer and Communications, 3(5), 164–175.

    Article  Google Scholar 

  54. Mckinsey. (2017). IoT markets. https://www.forbes.com/sites/louiscolumbus/2016/11/27/roundup-of-internet-of-things-forecasts-and-market-estimates-2016.

  55. Miranda, J., Mäkitalo, N., Garcia-Alonso, J., Berrocal, J., Mikkonen, T., Canal, C., et al. (2015). From the internet of things to the internet of people. IEEE Internet Computing, 19(2), 40–47.

    Article  Google Scholar 

  56. Mollah, M. B., Azad, M. A. K., & Vasilakos, A. (2017). Secure data sharing and searching at the edge of cloud-assisted internet of things. IEEE Cloud Computing, 4(1), 34–42.

    Article  Google Scholar 

  57. Naranjo, P. G. V., Pooranian, Z., Shojafar, M., Conti, M., & Buyya, R. (2017). FOCAN: A fog-supported smart city network architecture for management of applications in the internet of everything environments. Preprint arXiv:1710.01801.

  58. Pan, J., & McElhannon, J. (2018). Future edge cloud and edge computing for internet of things applications. IEEE Internet of Things, 5(1), 439–449.

    Article  Google Scholar 

  59. Pan, J., Jain, R., Paul, S., Vu, T., Saifullah, A., & Sha, M. (2015). An internet of things framework for smart energy in buildings: Designs, prototype, and experiments. IEEE Internet of Things, 2(6), 527–537.

    Article  Google Scholar 

  60. Pandey, S., Paul, A., & Chanu, L. J. (2015). Life-cycle tracking system of home automation devices (LED Bulbs). In 2015 International conference on green computing and internet of things (pp. 1582–1585).

  61. Perera, C., Zaslavsky, A., Christen, P., & Georgakopoulos, D. (2014). Sensing as a service model for smart cities supported by internet of things. IEEE Transactions on Emerging Telecommunications Technologies, 25(1), 81–93.

    Article  Google Scholar 

  62. Perera, C., Zaslavsky, A., Christen, P., & Georgakopoulos, D. (2014). Context aware computing for the internet of things: A survey. IEEE Communications Surveys and Tutorials, 16(1), 414–454.

    Article  Google Scholar 

  63. Qin, Y., Sheng, Q. Z., Falkner, N. J., Dustdar, S., Wang, H., & Vasilakos, A. V. (2016). When things matter: A survey on data-centric internet of things. Journal of Network and Computer Applications, 64, 137–153.

    Article  Google Scholar 

  64. Ray, S., Jin, Y., & Raychowdhury, A. (2016). The changing computing paradigm with internet of things: A tutorial introduction. IEEE Design and Test, 33(2), 76–96.

    Article  Google Scholar 

  65. Rossi, D., Loi, I., Pullini, A., & Benini, L. (2017). Ultra-low-power digital architectures for the internet of things. In M. Alioto (Ed.), Enabling the internet of things (pp. 69–93). Berlin: Springer.

    Chapter  Google Scholar 

  66. Saha, H. N., Mandal, A., & Sinha, A. (2017). Recent trends in the internet of things. In 2017 IEEE 7th annual computing and communication workshop and conference (CCWC) (pp. 1–4). IEEE.

  67. Savazzi, S., Rampa, V., & Spagnolini, U. (2014). Wireless cloud networks for the factory of things: Connectivity modeling and layout design. IEEE Internet of Things Journal, 1(2), 180–195.

    Article  Google Scholar 

  68. Sethi, P., & Sarangi, S. R. (2017). Internet of things: Architectures, protocols, and applications. Journal of Electrical and Computer Engineering, 14(2), 35–41.

    Google Scholar 

  69. Sheng, Z., Yang, S., Yu, Y., Vasilakos, A., Mccann, J., & Leung, K. (2013). A survey on the IETF protocol suite for the internet of things: Standards, challenges, and opportunities. IEEE Wireless Communications, 20(6), 91–98.

    Article  Google Scholar 

  70. Sicari, S., Rizzardi, A., Cappiello, C., Miorandi, D., & Coen-Porisini, A. (2017). Toward data governance in the internet of things. In R. R. Yager & J. Pascual Espada (Eds.), New advances in the internet of things (pp. 59–74). Cham: Springer.

  71. Singh, D., & Singh, M. (2015). Internet of vehicles for smart and safe driving. In 2015 IEEE international conference on connected vehicles and expo (pp. 328–329).

  72. Singh, K., Singh, K., Son, L. H., & Aziz, A. (2018). Congestion control in wireless sensor networks by hybrid multi-objective optimization algorithm. Computer Networks, 138, 90–107.

    Article  Google Scholar 

  73. Son, L. H., & Thong, P. H. (2017). Soft computing methods for WiMax network planning on 3D geographical information systems. Journal of Computer and System Sciences, 83(1), 159–179.

    Article  Google Scholar 

  74. Stankovic, J. A. (2014). Research directions for the internet of things. IEEE Internet of Things Journal, 1(1), 3–9.

    Article  Google Scholar 

  75. Statista. (2018). Internet of things (IoT) connected devices. Available at: https://www.statista.com/statistics/471264/iot-number-of-connected-devices-worldwide/.

  76. Sun, E., Zhang, X., & Li, Z. (2012). The internet of things (IOT) and cloud computing (CC) based tailings dam monitoring and pre-alarm system in mines. Safety Science, 50(4), 811–815.

    Article  Google Scholar 

  77. Suo, H., Wan, J., Zou, C., & Liu, J. (2012). Security in the internet of things: a review. In 2012 international conference on computer science and electronics engineering (Vol. 3, pp. 648–651).

  78. Tam, N. T., Hai, D. T., Son, L. H., & Vinh, L. T. (2018). Improving lifetime and network connections of 3D wireless sensor networks based on fuzzy clustering and particle swarm optimization. Wireless Networks,. https://doi.org/10.1007/s11276-016-1412-y.

    Article  Google Scholar 

  79. Tam, N. T., Thanh, H. D., Son, L. H. & Le, V. T. (2015). Optimization for the sensor placement problem in 3D environments. In 2015 IEEE 12th international conference on networking, sensing and control (ICNSC) (pp. 327–333). IEEE.

  80. Tao, F., Cheng, Y., Da Xu, L., Zhang, L., & Li, B. H. (2014). CCIoT-CMfg: Cloud computing and internet of things-based cloud manufacturing service system. IEEE Transactions on Industrial Informatics, 10(2), 1435–1442.

    Article  Google Scholar 

  81. Walport, M. (2015). The internet of things: Making the most of the second digital revolution. UK Government Chief Scientific Adviser (pp. 9–16).

  82. Wan, J., Zou, C., Zhou, K., Lu, R., & Li, D. (2014). IoT sensing framework with inter-cloud computing capability in vehicular networking. Electronic Commerce Research, 14(3), 389–416.

    Article  Google Scholar 

  83. Wang, W., Xu, P., & Yang, L. T. (2018). Secure data collection, storage and access in cloud-assisted IoT. IEEE Cloud Computing. https://doi.org/10.1109/MCC.2018.111122026.

  84. Weber, R. H. (2010). Internet of things-new security and privacy challenges. Computer Law and Security Review, 26(1), 23–30.

    Article  Google Scholar 

  85. Weinberg, B. D., Milne, G. R., Andonova, Y. G., & Hajjat, F. M. (2015). Internet of things: Convenience vs. privacy and secrecy. Business Horizons, 58(6), 615–624.

    Article  Google Scholar 

  86. Wen, Y., & Li, Z. (2013). A service-integrated sensor network middleware applied to industrial solutions of IoT related. Telecommunication Systems, 53(1), 61–68.

    Article  Google Scholar 

  87. Whitmore, A., Agarwal, A., & Da Xu, L. (2015). The internet of things—A survey of topics and trends. Information Systems Frontiers, 17(2), 261–274.

    Article  Google Scholar 

  88. Wu, M., Tan, L., & Xiong, N. (2016). Data prediction, compression, and recovery in clustered wireless sensor networks for environmental monitoring applications. Information Sciences, 329, 800–818.

    Article  Google Scholar 

  89. Xu, Y., Mahendran, V., & Radhakrishnan, S. (2016). Internet of hybrid opportunistic things: A novel framework for interconnecting IoTs and DTNs. In 2016 IEEE conference on computer communications workshops (INFOCOM WKSHPS) (pp. 1067–1068). IEEE.

  90. Yao, L., Sheng, Q. Z., & Dustdar, S. (2015). Web-based management of the internet of things. IEEE Internet Computing, 19(4), 60–67.

    Article  Google Scholar 

  91. Yau, S. S., & Buduru, A. B. (2014). Intelligent planning for developing mobile IoT applications using cloud systems. In 2014 IEEE international conference on mobile services (MS) (pp. 55–62). IEEE.

  92. Zaidan, A. A., Zaidan, B. B., Qahtan, M. Y., Albahri, O. S., Albahri, A. S., Alaa, M., et al. (2018). A survey on communication components for IoT-based technologies in smart homes. Telecommunication Systems. https://doi.org/10.1007/s11235-018-0430-8.

  93. Zhang, D. G., Zhu, Y. N., Zhao, C. P., & Dai, W. B. (2012). A new constructing approach for a weighted topology of wireless sensor networks based on local-world theory for the internet of things (IOT). Computers and Mathematics with Applications, 64(5), 1044–1055.

    Article  Google Scholar 

  94. Zhang, S., & Liu, E. (2015). Improving reliability of message broadcast over internet of vehicles (IoVs). In 2015 IEEE international conference on computer and information technology: Ubiquitous computing and communications: dependable, autonomic and secure computing: pervasive intelligence and computing (pp. 2321–2328).

  95. Zhang, Z. K., Cho, M. C. Y., Wang, C. W., Hsu, C. W., Chen, C. K., & Shieh, S. (2014). IoT security: Ongoing challenges and research opportunities. IN 2014 IEEE 7th international conference on service-oriented computing and applications (SOCA) (pp. 230–234).

  96. Zhou, L. (2013). Green service over internet of things: A theoretical analysis paradigm. Telecommunication Systems, 52, 1–12.

    Article  Google Scholar 

  97. Zhou, L., & Chao, H. C. (2011). Multimedia traffic security architecture for the internet of things. IEEE Network, 25(3), 74–85.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Le Hoang Son.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Son, L.H., Jha, S., Kumar, R. et al. Collaborative handshaking approaches between internet of computing and internet of things towards a smart world: a review from 2009–2017. Telecommun Syst 70, 617–634 (2019). https://doi.org/10.1007/s11235-018-0481-x

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11235-018-0481-x

Keywords

Navigation