The characteristics of the green internet of things and big data in building safer, smarter, and sustainable cities
-
2019-06-12 https://doi.org/10.14419/ijet.v6i3.28877
-
Big Data, Green IoT, Smart City, Sustainable City. -
Abstract
The world’s population development and high needs for limited goods are the results of proposing the need for further effective use of various resources and materials. Since current improvements in Information and Communication Technology (ICT) have entirely trans-formed massive regions, their use brings a negative effect on the environment and human health. Accordingly, the community’s direction is aimed at bringing a greener future where using non-renewable and raw resources and materials are minimized when energy consumption and pollution are minimized. As ICT represents a mechanism for pointing out for many different environmental issues, Green Internet of Things (G-IoT) is considered to represent an extremely important role for generating a sustainable and green place for living. Big data analysis is considered significant in performing valuable visions from large and many different G-IoT created data. The gained knowledge provides seamless forecasting, decision-making and other actions related to smart city services. Consequently, it continuously performs various developments for G-IoT technologies. Therefore, despite that the image of sustainable and smart cities is being real, G-IoT methods and visions are produced from Big data analysis that makes cities appear importantly safer, smarter and further maintainable. Accordingly, this paper attempts at summarizing the role of new technological developments and attainments of big data within the procedure of building up cities where the life’s quality is improved with minimized pollution and further effective uses of goods. It is inferred and realized that big data and G-IoT are effectively and symbiotically functioning towards completing a sustainable and smart vision of a final city.
Â
Â
-
References
[1] B. Long, “World Population Trends 1920–47,†Int. Aff., vol. 27, no. 2, pp. 224–224, 2006. https://doi.org/10.2307/2606176.
[2] S. Wireless, “Make Cities Safer and More Efficient with Smart City Technology.†[Online]. Available: https://www.sierrawireless.com/applications/smart-cities/.
[3] M. Kube, “What was new in smart city tech at MWC17?,†IoT, 2017. [Online]. Available: https://blog.gemalto.com/iot/2017/03/03/new-smart-city-tech-mwc17/.
[4] M. Jadoul and J. Vermeulen, “Smart cities are built on smart networks,†Techzine, 2014.
[5] A. Shoaee, “Green IoT Solutions .... Smart City - Smart Environment - Smart Industry - Smart Metering Solutions,†2016.
[6] K. Karimi, “The Role of Sensor Fusion in the Internet of Things (IoT),†IMID Dig., 2013.
[7] M. Maksimovic, “Greening the Future: Green Internet of Things (G-IoT) as a Key Technological Enabler of Sustainable Development,†2017, pp. 283–313. https://doi.org/10.1007/978-3-319-60435-0_12.
[8] N. T. Le, M. A. Hossain, A. Islam, D. Y. Kim, Y. J. Choi, and Y. M. Jang, “Survey of promising technologies for 5g networks,†Mob. Inf. Syst., vol. 2016, 2016. https://doi.org/10.1155/2016/2676589.
[9] J. Dizdarevic, F. Carpio, A. Jukan, and X. Masip-Bruin, “Survey of Communication Protocols for Internet-of-Things and Related Challenges of Fog and Cloud Computing Integration,†vol. 1, no. 1, pp. 1–27, 2018. https://doi.org/10.1145/3292674.
[10] Y. Duroc and D. Kaddour, “RFID potential impacts and future evolution for green projects,†in Energy Procedia, 2012, vol. 18, pp. 91–98. https://doi.org/10.1016/j.egypro.2012.05.021.
[11] O. G., Y. L., R. A., A. F., T. M.M., and R. L., “Green Technologies and RFID: Present and Future,†APPLIED COMPUTATIONAL ELECTROMAGNETICS SOCIETY JOURNAL, vol. 25. pp. 230–238, 2010.
[12] D. Christin, A. Reinhardt, P. S. Mogre, and R. Steinmetz, “Wireless Sensor Networks and the Internet of Things: Selected Challenges,†1, vol. 5970, pp. 31–33, 2009. https://doi.org/10.1007/978-3-642-11917-0_3.
[13] C. Zhu, V. C. M. Leung, L. Shu, and E. C. H. Ngai, “Green Internet of Things for Smart World,†IEEE Access, vol. 3, pp. 2151–2162, 2015. https://doi.org/10.1109/ACCESS.2015.2497312.
[14] A. Bansal, M. K. Ahirwar, and P. K. Shukla, “A Survey on Classification Algorithms Used in Healthcare Environment of the Internet of Things,†Int. J. Comput. Sci. Eng., vol. 6, no. 7, pp. 883–887, 2018. https://doi.org/10.26438/ijcse/v6i7.883887.
[15] M. A. M. Albreem, A. A. El-Saleh, M. Isa, W. Salah, M. Jusoh, M. M. Azizan, and A. Ali, “Green internet of things (IoT): An overview,†in 2017 IEEE International Conference on Smart Instrumentation, Measurement and Applications, ICSIMA 2017, 2018, vol. 2017–Novem, no. March 2018, pp. 1–6. https://doi.org/10.1109/ICSIMA.2017.8312021.
[16] H. Wang, “Toward a Green Campus with the Internet of Things–the Application of Lab Management,†World Congr. Eng. 2013, vol. III, no. 5, pp. 195–200, 2013.
[17] W. I. T. Matters, I. T. Runs, and O. N. Wind, “Going Green with the Internet of Things,†Events.Windriver.Com.
[18] P. V. C. M. Leung, “Green Internet of Things for Smart Cities,†2015.
[19] F. Liang, X. He, W. G. Hatcher, C. Lu, J. Lin, X. Yang, and W. Yu, “A Survey on the Edge Computing for the Internet of Things,†IEEE Access, vol. 6, no. c, pp. 6900–6919, 2017. https://doi.org/10.1109/ACCESS.2017.2778504.
[20] F. Jalali, S. Khodadustan, C. Gray, K. Hinton, and F. Suits, “Greening IoT with Fog: A Survey,†Proc. - 2017 IEEE 1st Int. Conf. Edge Comput. EDGE 2017, pp. 25–31, 2017. https://doi.org/10.1109/IEEE.EDGE.2017.13.
[21] N. Abbas, Y. Zhang, A. Taherkordi, and T. Skeie, “Mobile Edge Computing: A Survey,†IEEE Internet Things J., vol. 5, no. 1, pp. 450–465, 2018. https://doi.org/10.1109/JIOT.2017.2750180.
[22] S. P. Mohanty, U. Choppali, and E. Kougianos, “Everything you wanted to know about smart cities,†IEEE Consum. Electron. Mag., vol. 5, no. 3, pp. 60–70, 2016. https://doi.org/10.1109/MCE.2016.2556879.
[23] M. Simonov, M. Mussetta, and A. Pirisi, Real time energy management in smart cities by Future Internet. 2010.
[24] R. E. Brown, “Impact of Smart Grid on Distribution System design,†in IEEE Power and Energy Society 2008 General Meeting: Conversion and Delivery of Electrical Energy in the 21st Century, PES, 2008. https://doi.org/10.1109/PES.2008.4596843.
[25] P. Pazowski, “Green Computing: Latest practices and technologies for ICT sustainability,†in Managing Intellectual Capital and Innovation for Sustainable and Inclusive Society; Management, Knowledge and Learning; Joint International Conference 2015, 2015, pp. 1853–1860.
[26] P. Stollenmayer, “How the Earth can benefit from Green ICT.†[Online]. Available: https://www.eurescom.eu/news-and-events/eurescommessage/eurescom-message-archive/eurescom-messge-2-2011/how-the-earth-can-benefit-from-green-ict.html.
[27] R. Ahmed, “Smart Water Management in Korea,†no. May, pp. 101–121, 2017. https://doi.org/10.1787/9789264281707-8-en.
[28] O. N. Wind, “Going Green with the Internet of Things - How Embedded and Connected Technologies Are Making a Positive Environmental Impact,†Wind River Syst., 2016.
[29] N. Y. Jadhav, Green Energy and Technology Green and Smart Buildings Advanced Technology Options. 2016. https://doi.org/10.1007/978-981-10-1002-6.
[30] M. A., A. Mohammed, and M. Yamani, “A Brief Survey on 5G Wireless Mobile Network,†Int. J. Adv. Comput. Sci. Appl., vol. 8, no. 11, pp. 52–59, 2017. https://doi.org/10.14569/IJACSA.2017.081107.
[31] R. For, A. G. Internet, and O. F. Things, “Reliability for a Green Internet of Things Reliability for a Green,†no. January, pp. 45–50, 2019.
[32] M. Maksimovic, “The Role of Green Internet of Things (G-IoT) and Big Data in Making Cities Smarter, Safer and More Sustainable,†Int. J. Comput. Digit. Syst., vol. 6, no. 4, pp. 175–184, 2017. https://doi.org/10.12785/IJCDS/060403.
[33] S. Lee, M. Bae, and H. Kim, “Future of IoT Networks: A Survey,†Appl. Sci., vol. 7, no. 10, p. 1072, 2017. https://doi.org/10.3390/app7101072.
[34] S. H. Alsamhi, O. Ma, M. S. Ansari, and Q. Meng, “Greening Internet of Things for Smart Everythings with A Green-Environment Life: A Survey and Future Prospects,†pp. 1–14, 2018.
[35] Telefonica, “Smart City Services: Smart Waste Management,†2017. [Online]. Available: https://iot.telefonica.com/multimedia-resources/smart-city-services-smart-waste-management.
[36] M. A., F. P., Z. A., A. T., and K. S., “Waste management as an IoT-enabled service in smart cities,†Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9247. pp. 104–115, 2015. https://doi.org/10.1007/978-3-319-23126-6_10.
[37] “Sodium Sulfur Batteries Market: Global Industry Analysis and Opportunity Assessment 2015-2025,†2017. [Online]. Available: https://www.futuremarketinsights.com/reports/smart-waste-management-market.
[38] “Refuse revolution: 4 companies transforming the trash bin.â€
[39] N. Chen, X. Ye, S. Song, Y. Chen, C.-T. Huang, and H. Ling, “Smart City Surveillance in Fog Computing,†2016, pp. 203–226. https://doi.org/10.1007/978-3-319-45145-9_9.
[40] J. S. Kumar, “Green Smart World (Internet of things),†Int. J. Eng. Sci. Invent., pp. 32–35, 2018.
[41] S. Li, L. Da Xu, and S. Zhao, “5G Internet of Things: A survey,†Journal of Industrial Information Integration, vol. 10. pp. 1–9, 2018. https://doi.org/10.1016/j.jii.2018.01.005.
[42] D. E. Kouicem, A. Bouabdallah, and H. Lakhlef, “Internet of things security: A top-down survey,†Comput. Networks, vol. 141, pp. 199–221, 2018. https://doi.org/10.1016/j.comnet.2018.03.012.
[43] C. Forrest, “Ten examples of IoT and big data working well together,†zdnet.com, 2016. [Online]. Available: https://www.zdnet.com/article/ten-examples-of-iot-and-big-data-working-well-together/.
[44] Kaushik Pal, “How Big Data Helps Build Smart Cities,†kdnuggets.com, 2015. [Online]. Available: https://www.kdnuggets.com/2015/10/big-data-smart-cities.html.
[45] Oracle, “Big Data Analytics (Advanced analytics in oracle database),†no. March, pp. 1–13, 2013.
[46] V. Hashem, Ibrahim Abaker Targio Chang, N. B. Anuar, K. Adewolea, I. Yaqooba, G. Abdullah, E. Ahmeda, and H. Chiromac, “The role of big data in smart city,†Int. J. Inf. Manage., pp. 784–758, 2016. https://doi.org/10.1016/j.ijinfomgt.2016.05.002.
[47] C. McLellan, “The internet of things and big data: Unlocking the power,†ZDNet, 2015.
[48] Cisco Systems, “Fog Computing and the Internet of Things: Extend the Cloud to Where the Things Are,†white Pap. p. 6, 2015.
[49] C. Paper and E. Sarajevo, “Data acquisition and analysis in educational research based on Internet of Things,†no. SEPTEMBER 2015, 2016.
[50] Keith D. Foote, “Techniques and Algorithms in Data Science for Big Data - DATAVERSITY,†2016-03-22. [Online]. Available: http://www.dataversity.net/techniques-and-algorithms-in-data-science-for-big-data/.
[51] A. Ali, J. Qadir, R. ur Rasool, A. Sathiaseelan, and A. Zwitter, “Big Data For Development: Applications and Techniques,†2016.
[52] ITU-T, “ICT as an Enabler for Smart Water Management,†2011. https://doi.org/10.1186/s41044-016-0002-4.
[53] ARCADIS, “Sustainable Cities Index 2016: Putting people at the heart of city sustainability,†2016.
[54] V. TAMILMARAN and K. DWARKADAS PRALHADAS, “Smart grid: an overview,†Smart Grid Renew. Energy, vol. 2, pp. 305–311, 2011. https://doi.org/10.4236/sgre.2011.24035.
[55] F. Y. Okay and S. Ozdemir, “A fog computing based smart grid model,†in 2016 International Symposium on Networks, Computers and Communications, ISNCC 2016, 2016. https://doi.org/10.1109/ISNCC.2016.7746062.
[56] S. Talari, M. Shafie-Khah, P. Siano, V. Loia, A. Tommasetti, and J. P. S. Catalão, “A review of smart cities based on the internet of things concept,†Energies, vol. 10, no. 4. 2017. https://doi.org/10.3390/en10040421.
[57] V. K. Solanki, S. Katiyar, V. Bhashkarsemwal, P. Dewan, M. Venkatasen, and N. Dey, “Advanced Automated Module for Smart and Secure City,†in Physics Procedia, 2016, vol. 78, pp. 367–374. https://doi.org/10.1016/j.procs.2016.02.076.
[58] S. P. Biswas, P. Roy, N. Patra, A. Mukherjee, and N. Dey, “Intelligent traffic monitoring system,†Adv. Intell. Syst. Comput., vol. 380, pp. 535–545, 2016. https://doi.org/10.1007/978-81-322-2523-2_52.
[59] F. Bifulco, M. Tregua, C. C. Amitrano, and A. D’Auria, “ICT and sustainability in smart cities management,†Int. J. Public Sect. Manag., vol. 29, no. 2, pp. 132–147, 2016. https://doi.org/10.1108/IJPSM-07-2015-0132.
[60] IEC, “Orchestrating Infrastructure for Sustainable SmartCities,†2014.
[61] OECD, “Green Cities Programme Methodology,†2016.
[62] A. Berg and S. Spencer, “What Is the Best Way to Measure Outcome?†2013, pp. 633–638. https://doi.org/10.1201/b14113-57.
[63] Economist Intelligence Unit, “The Green City Index: A summary of the Green City Index research series,†Economist Intelligence Unit, pp. 1–46, 2012.
-
Downloads
-
How to Cite
Salem Alzboon, M., Ali Al Omari, S., Subhi Al-batah, M., & Banikhalaf, M. (2019). The characteristics of the green internet of things and big data in building safer, smarter, and sustainable cities. International Journal of Engineering & Technology, 6(3), 83-92. https://doi.org/10.14419/ijet.v6i3.28877Received date: 2019-04-16
Accepted date: 2019-04-21
Published date: 2019-06-12