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Towards green Internet of Things (IoT) for a sustainable future in Gulf Cooperation Council countries: current practices, challenges and future prospective

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Abstract

The proliferation of devices connected via the Internet of Things (IoT) leads to high energy consumption, e-waste production, and ultimately, additional extra carbon emissions. To maximize the benefits and reduce the detrimental impact of IoT on the environment, the concept of green IoT (GIoT) is presented, which can fulfill the need for a smart and sustainable world. This study aims to investigate the current practices, challenges, and policies related to the implementation of GIoT in Gulf Cooperation Council (GCC) countries (Saudi Arabia, United Arab Emirates (UAE), Qatar, Kuwait, Oman, and Bahrain). GCC countries are placed in the top 14 per capita carbon dioxide (CO\(_{2}\)) emissions in the world. This study pioneers discussing the GIoT through the GCC perspective. Therefore, this study reviews the threat of e-waste to the environment and counteract strategies of GCC nations. The impact of living standards in GCC countries on embodied energy and obsolescence overheads were highlighted. This study provides insights into economic diversification plans laid out by GCC countries in their national vision and moving away from dependence on hydrocarbon reserves. The renewable energy (RE) opportunities available in the context of smart city development and GIoT deployment were evaluated. Power consumptions of computing servers at data centers, sensor nodes, and machine-to-machine (M2M) communications were discussed. Integration of artificial intelligence in distributed computing environments was also studied. GCC countries lag in the network readiness index but rank higher on information and communications technology usage (ICT), individual skills, and access to ICT. GCC countries are also making steady progress in building the best international practices and in leveraging opportunities to transform digital government models.

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References

  1. Zhou, A., & Li, J. (2020). The nonlinear impact of industrial restructuring on economic growth and carbon dioxide emissions: A panel threshold regression approach. Environmental Science and Pollution Research, 27(12), 14108–14123.

    Article  Google Scholar 

  2. Mirkin, B. (2010). Population levels, trends and policies in the Arab region: challenges and opportunities. Regional Bureau for Arab States USA: United Nations Development Programme.

  3. Shuja, J., Ahmad, R. W., Gani, A., Ahmed, A. I. A., Siddiqa, A., Nisar, K., et al. (2017). Greening emerging it technologies: Techniques and practices. Journal of Internet Services and Applications, 8(1), 1–11.

    Article  Google Scholar 

  4. Glanz, J., & Sakuma, P. (2011). Google details, and defends, its use of electricity. The New York Times, Vol. 8.

  5. Clark, D. (2011). Google discloses carbon footprint for the first time. The Guardian, Vol. 8.

  6. Cepero, R. (2019). Everything you need to know about hyperscale data center. https://bleuwire.com/everything-about-hyperscale-data-center. Accessed August 19, 2020.

  7. Zhu, C., Leung, V. C., Shu, L., & Ngai, E.C.-H. (2015). Green internet of things for smart world. IEEE Access, 3, 2151–2162.

    Article  Google Scholar 

  8. Shaikh, F. K., Zeadally, S., & Exposito, E. (2015). Enabling technologies for green internet of things. IEEE Systems Journal, 11(2), 983–994.

    Article  Google Scholar 

  9. Xiaojun, C., Xianpeng, L., & Peng, X. (2015). Iot-based air pollution monitoring and forecasting system. In: 2015 International conference on computer and computational sciences (ICCCS), pp. 257–260, IEEE.

  10. Sönnichsen, N. (2020). Energy demand in data centers worldwide from 2015 to 2021, by type. https://www.statista.com/statistics/186992/global-derived-electricity-consumption-in-data-centers-and-telecoms/. Accessed August 19, 2020.

  11. Forti, V., Balde, C. P., Kuehr, R., Bel, G. (2020). The global e-waste monitor 2020: Quantities, flows and the circular economy potential, United Nations University/United Nations Institute for Training and Research.

  12. Widmer, R. (2020). E-waste management in the GCC: Perspectives. https://www.bioenergyconsult.com/e-waste-gcc/. Accessed August 21, 2020.

  13. Alghazo, J., Ouda, O., Alanezi, F., Rehan, M., Salameh, M. H., Nizami, A.-S., et al. (2019). Potential of electronic waste recycling in gulf cooperation council states: An environmental and economic analysis. Environmental Science and Pollution Research, 26(35), 35610–35619.

    Article  Google Scholar 

  14. Abdmouleh, Z., Alammari, R. A., & Gastli, A. (2015). Recommendations on renewable energy policies for the GCC countries. Renewable and Sustainable Energy Reviews, 50, 1181–1191.

    Article  Google Scholar 

  15. Alnaser, W., & Alnaser, N. (2020). The impact of the rise of using solar energy in GCC countries. Renewable Energy and Sustainable Buildings, pp. 167–183

  16. Griffiths, S. (2019). Energy diplomacy in a time of energy transition. Energy Strategy Reviews, 26, 100386.

    Article  Google Scholar 

  17. Malik, K., Rahman, S. M., Khondaker, A. N., Abubakar, I. R., Aina, Y. A., & Hasan, M. A. (2019). Renewable energy utilization to promote sustainability in GCC countries: Policies, drivers, and barriers. Environmental Science and Pollution Research, 26(20), 20798–20814.

    Article  Google Scholar 

  18. Darwish, S., Abdo, H., & Alsabuwaiee, W. (2019). Opportunities, challenges and risks of transition into renewable energy: The case study of Arab Gulf cooperation council. International Energy Journal, 18(4), 391–400.

    Google Scholar 

  19. Asmyatullin, R., Tyrkba, K. V., & Ruzina, E. (2020). Smart cities in GCC: Comparative study of economic dimension. Earth and Environmental Science, 459(6), 062045.

    Google Scholar 

  20. Geray, O. (2019). An impact-driven smart sustainable city framework to address urban challenges: Smart dubai experience, in smart Cities in the Gulf, pp. 13–39. Springer.

  21. Al-Ammal, H. M. & Aljawder, M. M. (2019). Development of a national smart city initiatives framework for the Kingdom of Bahrain: A blueprint for successful smart cities, in smart Cities in the Gulf, pp. 41–57. Springer.

  22. Badran, A. (2019) Smart-governments for smart cities: The case of Dubai smart-government, in mart cities in the Gulf, pp. 59–82. Springer.

  23. Alzaabi, M., Rizk, Z., & Mezher, T. (2019). Linking smart cities concept to energy-water-food nexus: The case of masdar city in Abu Dhabi, UAE, in Smart Cities in the Gulf, pp. 85–106, Springer.

  24. 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 

  25. Amran, Y. A., Amran, Y. M., Alyousef, R., & Alabduljabbar, H. (2020). Renewable and sustainable energy production in Saudi Arabia according to Saudi vision 2030; current status and future prospects. Journal of Cleaner Production, 247, 119602.

    Article  Google Scholar 

  26. IRENA (2019). Renewable energy market analysis: GCC 2019.

  27. Darwish, S., Abdo, H., & AlShuwaiee, W. M. (2018). Opportunities, challenges and risks of transition into renewable energy: The case of the Arab Gulf Cooperation Council. International Energy Journal, 18(4), 291–400.

    Google Scholar 

  28. Ferroukhi, R., Ghazal-Aswad, N., Androulaki, S., Hawila, D., & Mezher, T. (2013). Renewable energy in the GCC: Status and challenges. International Journal of Energy Sector Management.

  29. Salim, A. M., & Alsyouf, I. (2020). Development of renewable energy in the GCC region: Status and challenges. International Journal of Energy Sector Management, 14(6), 1049–1071.

    Article  Google Scholar 

  30. Shapsough, S., Takrouri, M., Dhaouadi, R., & Zualkernan, I. (2020). An iot-based remote iv tracing system for analysis of city-wide solar power facilities. Sustainable Cities and Society.

  31. Samad, W. A. & Azar, E. (2019). Smart cities in the gulf: An overview, in Smart Cities in the Gulf, pp. 3–6. Springer.

  32. Balaji, A. K. & Soori, P. K. (2019). Sustainable transportation infrastructure for smart cities in the gulf cooperation council: The case of electric vehicle charging, in Smart Cities in the Gulf, pp. 107–121. Springer.

  33. Doukas, H., Marinakis, V., Tsapelas, J. & Sgouridis, S. (2019). Intelligent energy management within the smart cities: An eu-gcc cooperation opportunity, in Smart Cities in the Gulf, pp. 123–147, Springer.

  34. Potesta, G. (2019). Smart cities and place making: The sense of place in the implementation of smart cities in the Arabian Gulf, in Smart Cities in the Gulf, pp. 223–245, Springer.

  35. Obedait, A. A., Youssef, M., & Ljepava, N. (2019). Citizen-centric approach in delivery of smart government services. In: Smart technologies and innovation for a sustainable future, pp. 73–80. Springer.

  36. Alsamhi, S., Ma, O., Ansari, M., & Meng, Q. (2018). Greening internet of things for smart everythings with a green-environment life: A survey and future prospects. arXiv preprint arXiv:1805.00844

  37. Batra, I., Verma, S., Malik, A., Ghosh, U., Rodrigues, J. J., Nguyen, G. N., et al. (2020). Hybrid logical security framework for privacy preservation in the green internet of things. Sustainability, 12(14), 5542.

    Article  Google Scholar 

  38. Shafique, M. N., Rashid, A., Bajwa, I. S., Kazmi, R., Khurshid, M. M., & Tahir, W. A. (2018). Effect of IoT capabilities and energy consumption behavior on green supply chain integration. Applied Sciences, 8(12), 2481.

    Article  Google Scholar 

  39. Cavdar, D., & Alagoz, F. (2012). A survey of research on greening data centers. In: 2012 IEEE global communications conference (GLOBECOM), pp. 3237–3242. IEEE

  40. Liu, Q., Ma, Y., Alhussein, M., Zhang, Y., & Peng, L. (2016). Green data center with IoT sensing and cloud-assisted smart temperature control system. Computer Networks, 101, 104–112.

    Article  Google Scholar 

  41. Kuchuk, G., Kovalenko, A., Komari, I. E., Svyrydov, A., & Kharchenko, V. (2019). Improving big data centers energy efficiency: Traffic based model and method. In: Green IT engineering: Social, business and industrial applications, pp. 161–183. Springer

  42. Baccour, E., Foufou, S., Hamila, R., & Erbad, A. (2019). Green data center networks: A holistic survey and design guidelines. In: 2019 15th international wireless communications & mobile computing conference (IWCMC), pp. 1108–1114. IEEE

  43. Kliazovich, D., Bouvry, P., & Khan, S. U. (2012). Greencloud: A packet-level simulator of energy-aware cloud computing data centers. The Journal of Supercomputing, 62(3), 1263–1283.

    Article  Google Scholar 

  44. Xiong, N., Han, W., & Vandenberg, A. (2012). Green cloud computing schemes based on networks: A survey. IET Communications, 6(18), 3294–3300.

    Article  Google Scholar 

  45. Jing, S.-Y., Ali, S., She, K., & Zhong, Y. (2013). State-of-the-art research study for green cloud computing. The Journal of Supercomputing, 65(1), 445–468.

    Article  Google Scholar 

  46. Chabarek, J., Sommers, J., Barford, P., Estan, C., Tsiang, D., & Wright, S. (2008). Power awareness in network design and routing. In: IEEE INFOCOM 2008-the 27th conference on computer communications, pp. 457–465. IEEE

  47. Ceuppens, L., Sardella, A., & Kharitonov, D. (2008). Power saving strategies and technologies in network equipment opportunities and challenges, risk and rewards. In: 2008 international symposium on applications and the internet, pp. 381–384. IEEE

  48. Heacock, M., Kelly, C. B., Asante, K. A., Birnbaum, L. S., Bergman, Å. L., Bruné, M.-N., et al. (2016). E-waste and harm to vulnerable populations: A growing global problem. Environmental Health Perspectives, 124(5), 550–555.

    Article  Google Scholar 

  49. King, A. M., Burgess, S. C., Ijomah, W., & McMahon, C. A. (2006). Reducing waste: Repair, recondition, remanufacture or recycle? Sustainable Development, 14(4), 257–267.

    Article  Google Scholar 

  50. Sourabh, K., & Elahi, A. (2017). An insight into green computing. http://jkhighereducation.nic.in/newsletter/jkki/issue1/20.pdf.

  51. Durou, E., & Nazir, S. (2017). National transformation in middle east: A digital journey. Deloitte & Touche Enterprise Risk Services Pte Ltd and Huawei

  52. Paracha, M., & Kubba, S. (2011). E-governance in gcc countries-comparative analysis. In: 2011 Developments in E-systems engineering, pp. 376–380. IEEE.

  53. Pons, A. (2004). E-government for Arab countries. Journal of Global Information Technology Management, 7(1), 30–46.

    Article  Google Scholar 

  54. Fatma, Z. (2019). Effect of oil prices on GCC counties: An overview. Journal Of Contemporary Trends In Business And Information Technology (JCTBIT), 7, 11–18.

    Google Scholar 

  55. Odhiambo, G. O. (2017). Water scarcity in the Arabian Peninsula and socio-economic implications. Applied Water Science, 7(5), 2479–2492.

    Article  Google Scholar 

  56. Hanafi, M. M., Kshetri, N., & Sharma, R. (2021). Economics of artificial intelligence in the gulf cooperation council countries. Computer, 54(12), 92–98.

    Article  Google Scholar 

  57. Al-Sarihi, A., & Mansouri, N. (2022). Renewable energy development in the gulf cooperation council countries: Status, barriers, and policy options. Energies, 15(5), 1923.

    Article  Google Scholar 

  58. U. N. D. P. R. B. for Arab States, & S. S. för Internationellt utvecklingssamarbete (2014). Water governance in the Arab region: Managing scarcity and securing the future. United Nations Publications.

  59. Abdulrahman, S. A. (2020). Water shortage in GCC countries: Transferring water from Iraqi Kurdistan region. International Journal of Environmental Studies, 77(2), 191–207.

    Article  Google Scholar 

  60. Leahy, S., & Purvis, K. (2016). Peak salt: Is the desalination dream over for the gulf states?. https://www.theguardian.com/global-development-professionals-network/2016/sep/29/peak-salt-is-the-desalination-dream-over-for-the-gulf-states.

  61. Brown J. J., Das P., Al-Saidi, M. (2018). Sustainable agriculture in the Arabian/Persian Gulf region utilizing marginal water resources: Making the best of a bad situation. Sustainability, 10(5), 1364. https://doi.org/10.3390/su10051364

    Article  Google Scholar 

  62. Saurabh Verma, A. K. (2020). 5G update: It is finally here. https://ww2.frost.com/frost-perspectives/5g-update-it-is-finally-here/. Accessed August 11, 2020.

  63. Bhutto, A. W., Bazmi, A. A., Zahedi, G., & Klemeš, J. J. (2014). A review of progress in renewable energy implementation in the gulf cooperation council countries. Journal of Cleaner Production, 71, 168–180.

    Article  Google Scholar 

  64. Khairy, H. (2017). Exploring the implementation of government work program towards Bahrain economic vision 2030 with respect to strategic and project management (a retrospective study for the period 2011–2014). International Journal of Inspiration & Resilience Economy, 1(1), 14–27.

    Google Scholar 

  65. B. E. Vision, 2030. (2008). from regional pioneer to global contender: Our vision—the economic vision 2030 for Bahrain.

  66. Olver-Ellis, S. (2020). Building the new kuwait: Vision 2035 and the challenge of diversification.

  67. Albadi, M., Al-Badi, A., Ghorbani, R., Al-Hinai, A., & Al-Abri, R. (2020). Enhancing electricity supply mix in Oman with energy storage systems: A case study. International Journal of Sustainable Engineering, pp. 1–10.

  68. Awad, M. (2020). 5G is set to transform the SME industry in Qatar. https://www.vodafone.qa/en/business/blog/5g-is-set-to-transform-the-sme-industry-in-qatar. Accessed August 13, 2020.

  69. S. A. 2020, 5g and other innovative technologies to encourage ICT growth in Saudi Arabia. https://oxfordbusinessgroup.com/overview/well-connected-5g-and-other-innovative-technologies-encourage-sector-growth. Accessed August 13, 2020.

  70. Cabinet, U. (2010). Uae vision 2021, Available http://www.moca.gov.ae.

  71. Griffiths, S. (2017). Renewable energy policy trends and recommendations for GCC countries. Energy Transitions, 1(1), 3.

    Article  Google Scholar 

  72. Gulfnews, Gcc to create \$76 billion in cost savings from renewable energy adoption by 2030. https://gulfnews.com/business/energy/gcc-to-create-76-billion-in-cost-savings-from-renewable-energy-adoption-by-2030-1.67606390. (2019). Accessed August 7, 2020.

  73. Atlas, G. W. (2017). 2.0, a free, web-based application developed, owned and operated by the technical university of denmark (dtu) in partnership with the world bank group, utilizing data provided by vortex, with funding provided by the energy sector management assistance program (esmap), For additional information. https://globalwindatlas.info.

  74. Atlas, G. S. (2016). The world bank group. https://globalsolaratlas.info. 6 Feb 2019.

  75. Shah, J., & Mishra, B. (2016). Iot enabled environmental monitoring system for smart cities. In: 2016 international conference on internet of things and applications (IOTA), pp. 383–388. IEEE

  76. Fernando, C. N. (2016). Internet of things set to go mainstream in GCC. http://channelpostmea.com/2016/12/26/internet-of-things-set-to-go-mainstream-in-gcc/. Accessed August 24, 2020.

  77. Nordrum, A. (2017). Popular internet of things forecast of 50 billion devices by 2020 is outdated (2016), Dosegljivo. https://spectrum.ieee.org/tech-talk/telecom/internet/popular-internet-ofthings-forecast-of-50-billion-devices-by-2020-is-outdated. [Dostopano: 11. 8. 2017].

  78. Lazarevic, Z. (2020). The era of 5G: Paving the way towards a more intelligent future. https://www.ericsson.com/en/blog/5/2020/the-era-of-5g-paving-the-way-towards-a-more-intelligent-future. Accessed July 28, 2020.

  79. Kassem, M. M., & Marina, M. K. (2015). Future wireless spectrum below 6 GHZ: A uk perspective. In: 2015 IEEE international symposium on dynamic spectrum access networks (DySPAN), pp. 59–70. IEEE.

  80. Jervis, V., Miller, T., Chan, Y. S., Kaur, A., & Schoentgen, A. (2020). Roadmaps for awarding 5G spectrum in the mena region, tech. rep., GSMA, October 2020.

  81. Thalesgroup, Introducing 5g technology and networks (speed, use cases and rollout). https://www.thalesgroup.com/en/markets/digital-identity-and-security/mobile/inspired/5G. (2020).

  82. Jejdling, F. (2020). Ericsson mobility report, tech. rep., Ericsson.

  83. I. T. S. Sector, Recommendation itu-t y. 2060: Overview of the internet of things, Series Y: Global information infrastructure, internet protocol aspects and next-generation networks-Frameworks and functional architecture models. Retrieved from https://www.itu.int/rec/T-REC-Y, pp. 2060–201206 (2012).

  84. I. IoT, Smart and secure iot platform, tech. rep., Technical Report, 2020.

  85. Alshohoumi, F., Sarrab, M., AlHamadani, A., & Al-Abri, D. (2019). Systematic review of existing IoT architectures security and privacy issues and concerns. International Journal of Advanced Computer Science and Applications, 10(7), 232–251.

    Article  Google Scholar 

  86. whatis5g, 5g?iot. https://whatis5g.info/energy-consumption/, 2020. Accessed August 30, 2020.

  87. Dayarathna, M., Wen, Y., & Fan, R. (2015). Data center energy consumption modeling: A survey. IEEE Communications Surveys & Tutorials, 18(1), 732–794.

    Article  Google Scholar 

  88. Van Heddeghem, W., Lambert, S., Lannoo, B., Colle, D., Pickavet, M., & Demeester, P. (2014). Trends in worldwide ict electricity consumption from 2007 to 2012. Computer Communications, 50, 64–76.

    Article  Google Scholar 

  89. Fettweis, G., & Zimmermann, E. (2008). Ict energy consumption-trends and challenges. In: Proceedings of the 11th international symposium on wireless personal multimedia communications, Vol. 2, p. 6, Citeseer.

  90. Fox, A., Griffith, R., Joseph, A., Katz, R., Konwinski, A., Lee, G., et al. (2009). Above the clouds: A berkeley view of cloud computing. Department of Electrical Eng. and Comput. Sciences, University of California, Berkeley, Rep. UCB/EECS, Vol. 28, no. 13.

  91. Rong, H., Zhang, H., Xiao, S., Li, C., & Hu, C. (2016). Optimizing energy consumption for data centers. Renewable and Sustainable Energy Reviews, 58, 674–691.

    Article  Google Scholar 

  92. Kliazovich, D., Bouvry, P., Granelli, F., & da Fonseca, N. L. (2015). Energy consumption optimization in cloud data centers, Cloud services, networking, and management, pp. 191–215.

  93. Wang, S., Qian, Z., Yuan, J., & You, I. (2017). A DVFS based energy-efficient tasks scheduling in a data center. IEEE Access, 5, 13090–13102.

    Article  Google Scholar 

  94. Mahadevan, P., Sharma, P., Banerjee, S., & Ranganathan, P. (2009). A power benchmarking framework for network devices. In: International conference on research in networking, pp. 795–808. Springer.

  95. Cole, D. (2011). Data center energy efficiency–looking beyond pue, No Limits Software, White Paper, Vol. 4.

  96. Naqbi, H. A. Considerations on moving data to the middle east. https://www.datacenterdynamics.com/en/opinions/considerations-moving-data-middle-east/.

  97. Kulitski, A. (2020). What you need to know about machine-to-machine communication. https://smart-it.io/blog/machine-to-machine-m2m-how-does-it-work/year=2017. Accessed September 5, 2020.

  98. matooma, What does machine to machine and internet of things stand for? https://www.matooma.com/en/more-information/m2m-and-iot-markets,year=2020. Accessed September 5, 2020.

  99. Etherwan, How to choose the best iot connectivity for your m2m applications? https://www.etherwan.com/support/featured-articles/how-choose-best-iot-connectivity-your-m2m-applications,year=2020. Accessed September 5, 2020.

  100. Etherwan, How to choose the best iot connectivity for your m2m applications. https://www.etherwan.com/support/featured-articles/how-choose-best-iot-connectivity-your-m2m-applications. (2020). Accessed September 4, 2020.

  101. Centenaro, M., Vangelista, L., Zanella, A., & Zorzi, M. (2016). Long-range communications in unlicensed bands: The rising stars in the IoT and smart city scenarios. IEEE Wireless Communications, 23(5), 60–67.

    Article  Google Scholar 

  102. Patel, D., & Won, M. (2017). Experimental study on low power wide area networks (lpwan) for mobile internet of things. In: 2017 IEEE 85th vehicular technology conference (VTC Spring), pp. 1–5. IEEE.

  103. Raza, U., Kulkarni, P., & Sooriyabandara, M. (2017). Low power wide area networks: An overview. IEEE Communications Surveys & Tutorials, 19(2), 855–873.

    Article  Google Scholar 

  104. Mekki, K., Bajic, E., Chaxel, F., & Meyer, F. (2019). A comparative study of lpwan technologies for large-scale IoT deployment. ICT Express, 5(1), 1–7.

    Article  Google Scholar 

  105. Eriksen, R. (2019). Energy consumption of low power wide area network node devices in the industrial, scientific and medical band.

  106. Ding, J., Nemati, M., Ranaweera, C., & Choi, J. (2020). Iot connectivity technologies and applications: A survey, arXiv preprint arXiv:2002.12646.

  107. J. D. et al., Energy education—embodied energy. https://energyeducation.ca/encyclopedia/Embodied_energy,year=2018. Accessed September 9, 2020.

  108. Association, S., et al. (2007). International technology roadmap for semiconductors (2007th ed.). Austin.

  109. Decker, K. D. (2020). The monster footprint of digital technology. https://www.lowtechmagazine.com/2009/06/embodied-energy-of-digital-technology.html,year=2009. Accessed September 5, 2020.

  110. Evans, D. (2011). The internet of things: How the next evolution of the internet is changing everything. CISCO white paper, 1(2011), pp. 1–11.

  111. Tribe, S. (2020). Learn about e-waste and electronics recycling. https://www.sustainabilitytribe.com/learn-about-e-waste-and-electronics-recycling (2020). Accessed November 25, 2020.

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

    Article  MATH  Google Scholar 

  113. 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 

  114. Scully, P. (2018). The top 10 iot segments in 2018-based on 1,600 real iot projects. IoT Analytics: Market Insights for the Internet of Things.

  115. Ericsson, Batelco bahrain and ericsson bring 5g and iot use cases to bahrain. https://www.ericsson.com/en/news/2016/10/batelco-bahrain-and-ericsson-bring-5g-and-iot-use-cases-to-bahrain, 2016. Accessed August 26, 2020.

  116. GlobalData, Ict spending in bahrain to reach us\$2.1bn by 2024. https://www.globaldata.com/ict-spending-in-bahrain-to-reach-us2-1bn-by-2024/, 2020. Accessed August 26, 2020.

  117. M. Menachery, Honeywell to host technology summit to boost kuwait’s 2030 oil and gas strategy. https://www.refiningandpetrochemicalsme.com/article-17816-honeywell-to-host-technology-summit-to-boost-kuwaits-2030-oil-and-gas-strategy, 2017. Accessed August 27, 2020.

  118. Freifer, R. (2020). The internet of things is rising in Kuwait. https://www.wamda.com/2017/07/internet-things-rising-kuwait, 2017. Accessed August 27, 2020.

  119. AlEnezi, A., & Manuel, P. (2017). Challenges of IoT based smart city development in Kuwait. PhD thesis, Thesis for Master of Information Technology.

  120. Warrier, R. (2020). Cisco, bahwan to implement smart cities tech for oman ministry. https://www.constructionweekonline.com/products-and-services/263777-cisco-bahwan-to-implement-smart-cities-tech-for-oman-ministry. Accessed August 27 2020.

  121. Nasseri, Z. A. (2020). \$10.3mln is investment value in iot factory: Tanfeeth. https://www.zawya.com/mena/en/business/story/103mln_is_investment_value_in_IoT_factory_Tanfeeth-SNG_179572381. Accessed August 27, 2020.

  122. Valley, T. D. (2020). What is the internet of things market size in qatar? https://tdv.motc.gov.qa/Investment-Catalogue/Internet-of-Things#:~:text=The%20IOT%20market%20size%20in,major%20driver%20of%20this%20growth. Accessed August 27, 2020.

  123. Sharma, R. (2020). Vodafone qatar launches iot-based solution for vehicle tracking & logistics management. https://www.thefastmode.com/services-and-innovations/9808-vodafone-qatar-launches-iot-based-solution-for-vehicle-tracking-logistics-management. Accessed August 27, 2020.

  124. saudigazette, 81% of businesses in KSA already use iot platforms. https://saudigazette.com.sa/article/590331. Accessed August 28, 2020.

  125. ContentEngine, Saudi arabia smart meter market 2019–2026. https://aws.amazon.com/marketplace/pp/Saudi-Arabia-Smart-Meter-Market-2019-2026/prodview-ywkdivrbvd25c#overview. Accessed August 28, 2020.

  126. T. members, Nokia and zain saudi arabia successfully trial country-first nb-iot technology in live network for smart cities. https://tcca.info/nokia-and-zain-saudi-arabia-successfully-trial-country-first-nb-iot-technology-in-live-network-for-smart-cities. Accessed August 28, 2020.

  127. Desk, E. N. (2020). Idc predicts government ict spending will see strong growth in saudi arabia. https://www.ec-mea.com/idc-predicts-government-ict-spending-will-see-strong-growth-in-saudi-arabia. Accessed August 28, 2020.

  128. Eklund, C. (2020). Iot in the uae and the maturing data protection landscape. https://www.twobirds.com/en/news/articles/2019/global/iot-in-the-ua-and-the-maturing-data-protection-landscape. Accessed August 28, 2020.

  129. Story, Etisalat, ericsson showcase 5g, iot in uae roadshow. http://tradearabia.com/news/IT_355823.html, 2019. Accessed August 28, 2020.

  130. Konnection, R. (2019). Internet of things (iot) to contribute us\$ 96 billion towards UAE economy. https://researchkonnection.com/internet-things-iot-contribute-us-96-billion-towards-uae-economy 2019. Accessed August 28, 2020.

  131. Technology, Ict spending in uae will reach us\$23bn by 2024, says globaldata. https://www.globaldata.com/ict-spending-in-uae-will-reach-us23bn-by-2024-says-globaldata (2019). Accessedx August 28, 2020.

  132. Trollope, R. (2017). Cisco’s new iot platform will take your projects past proof-of-concept. https://blogs.cisco.com/news/ciscos-new-iot-platform-will-take-your-projects-past-proof-of-concept. Accessed November 25, 2020.

  133. T. N. Service, Region to invest \$6bn in iot by year-end. http://ww.thegulfonline.com/Details/18997/Region-to-invest-$6bn-in-IoT-by-year-end. Accessed September 10, 2020.

  134. Sollins, K. R. (2019). Iot big data security and privacy versus innovation. IEEE Internet of Things Journal, 6(2), 1628–1635.

    Article  Google Scholar 

  135. Samie, F., Tsoutsouras, V., Bauer, L., Xydis, S., Soudris, D., & Henkel, J. (2016). Computation offloading and resource allocation for low-power IoT edge devices. In: 2016 IEEE 3rd world forum on internet of things (WF-IoT), pp. 7–12. IEEE

  136. Trappe, W., Howard, R., & Moore, R. S. (2015). Low-energy security: Limits and opportunities in the internet of things. IEEE Security & Privacy, 13(1), 14–21.

    Article  Google Scholar 

  137. Yang, Y., Wu, L., Yin, G., Li, L., & Zhao, H. (2017). A survey on security and privacy issues in internet-of-things. IEEE Internet of Things Journal, 4(5), 1250–1258.

    Article  Google Scholar 

  138. Alessio, B., De Donato, W., Persico, V., & Pescapé, A. (2014). On the integration of cloud computing and internet of things. In: Proceedings of future internet of things and cloud (FiCloud), pp. 23–30.

  139. Abomhara, M., Køien, G. M. (2015). Cyber security and the internet of things: vulnerabilities, threats, intruders and attacks. Journal of Cyber Security and Mobility, pp. 65–88.

  140. Al-Garadi, M. A., Mohamed, A., Al-Ali, A. K., Du, X., Ali, I., & Guizani, M. (2020). A survey of machine and deep learning methods for internet of things (iot) security. IEEE Communications Surveys & Tutorials, 22(3), 1646–1685.

    Article  Google Scholar 

  141. Karunarathne, S. M., Saxena, N., & Khan, M. K. (2021). Security and privacy in IoT smart healthcare. IEEE Internet Computing, 25(4), 37–48.

    Article  Google Scholar 

  142. Shires, J., & Hakmeh, J. (2020). Is the GCC cyber resilient? https://www.chathamhouse.org/sites/default/files/CHHJ8019-GCC-Cyber-Briefing-200302-WEB.pdf,year=2020. Accessed September 10, 2020.

  143. Srinivasan, M. (2020). Digital14 smart cities report shows UAE vulnerable to multiple attacks. https://www.sme10x.com/technology/digital14-smart-cities-report-shows-uae-vulnerable-to-multiple-attacks. Accessed November 26, 2020.

  144. Nagraj, A. (2017). Exclusive interview: Microsoft’s new GCC head. https://gulfbusiness.com/exclusive-interview-microsofts-new-gcc-head. Accessed November26, 2020.

  145. Singh, S. (2015). Green computing strategies & challenges. In: 2015 international conference on green computing and internet of things (ICGCIoT), pp. 758–760. IEEE

  146. Singh, A. (2019). Iot in the middle east: Embracing the technology. https://www.martechvibe.com/insights/staff-articles/iot-in-the-middle-east-embracing-the-technology. Accessed November 26, 2020.

  147. Sims, D. (2020). Can Arab cities be eco-sustainable? https://www.thecairoreview.com/essays/can-arab-cities-be-eco-sustainable. Accessed November 26, 2020.

  148. Dabaghi, F., Movahedi, Z., & Langar, R. (2017). A survey on green routing protocols using sleep-scheduling in wired networks. Journal of Network and Computer Applications, 77, 106–122.

    Article  Google Scholar 

  149. Bilal, K., Khan, S. U., Madani, S. A., Hayat, K., Khan, M. I., Min-Allah, N., et al. (2013). A survey on green communications using adaptive link rate. Cluster Computing, 16(3), 575–589.

    Article  Google Scholar 

  150. Jeon, S. H., Lee, J., & Choi, J. K. (2014). An adaptive reporting frequency control scheme for energy saving on wireless sensor networks. In: 2014 International conference on information and communication technology convergence (ICTC), pp. 39–44. IEEE

  151. Jin, X., Zhang, F., Vasilakos, A. V., & Liu, Z. (2016). Green data centers: A survey, perspectives, and future directions, arXiv preprint arXiv:1608.00687.

  152. Momtazpour, M. (2017). Towards designing a green data center farm for internet services: Iran’s case study. The Journal of Supercomputing, 73(4), 1600–1628.

    Article  Google Scholar 

  153. Rahimifard, S., Bakar, M. A., & Williams, D. (2009). Recycling process planning for the end-of-life management of waste from electrical and electronic equipment. CIRP Annals, 58(1), 5–8.

    Article  Google Scholar 

  154. Wood, L. (2020). Global e-waste recycling & reuse services market outlook to 2026 - changing regulatory landscape with regards to electronic scrap recycling promotes growth. https://www.globenewswire.com/news-release/2019/08/27/1907331. Accessed September 21, 2020.

  155. Leal Filho, W., Saari, U., Fedoruk, M., Iital, A., Moora, H., Klöga, M., & Voronova, V. (2019). An overview of the problems posed by plastic products and the role of extended producer responsibility in Europe. Journal of Cleaner Production, 214, 550–558.

    Article  Google Scholar 

  156. Meineke, M. (2020). GCC plays catch-up with green megaprojects. https://www.petroleum-economist.com/articles/low-carbon-energy/renewables/2020/gcc-plays-catch-up-with-green-megaprojects. Accessed September 22, 2020.

  157. A. Inc., Amazon web services announces the opening of data centers in the middle east by early 2019. https://www.businesswire.com/news/home/20170925005374/en/Amazon-Web-Services-Announces-the-Opening-of-Data-Centers-inthe-Middle-East-by-Early-2019. Accessed September 23, 2020.

  158. Prabhu, C. (2017). Oman’s first electronic waste processing plant coming up in salalah. https://www.omanobserver.om/Omans-first-electronic-waste-processing-plant-coming-salalah. Accessed September 25, 2020.

  159. Indrupati, J. & Henari, T. F. (2015). Consumer behaviour in E-waste disposal - A case for setting up an E-waste collection and recycling facility in Bahrain. In: 2015 2nd Bahrain international corporate social responsibility conference (BICSRC), pp. 1–16.

  160. Prabhu, C. (2017). Oman’s first electronic waste processing plant coming up in salalah. https://www.omanobserver.om/omans-first-electronic-waste-processing-plant-coming-salalah. Accessed November 26, 2020.

  161. Alameer, H. (2014). Assessment and evaluation of waste electric and electronics disposal system in the middle east. European Scientific Journal.

  162. thesustainabilist, An overview of the e-waste problem; and a recycling drive in dubai. https://thesustainabilist.ae/an-overview-of-the-e-waste-problem-and-a-recycling-drive-in-dubai. Accessed November 26, 2020.

  163. Mihai, F.-C., Gnoni, M.-G., Meidiana, C., Ezeah, C., & Elia, V. (2019). Waste electrical and electronic equipment (weee): Flows, quantities, and management-a global scenario. In: Electronic waste management and treatment technology, pp. 1–34. Elsevier.

  164. ricardo tavares, Smart cities in the gcc smart transport & smart lighting, tech. rep., TechPolis, Inc., March 2017.

  165. Griffiths, S., & Sovacool, B. K. (2020). Rethinking the future low-carbon city: Carbon neutrality, green design, and sustainability tensions in the making of masdar city. Energy Research & Social Science, 62, 101368.

    Article  Google Scholar 

  166. Madakam, S., & Ramaswamy, R. (2016). Sustainable smart city: Masdar (UAE) (a city: Ecologically balanced). Indian Journal of Science and Technology, 9(6), 1–8.

    Article  Google Scholar 

  167. Emİrlİklerİ’nde, K. V. B. A., & Kentler, A. Smart cities in Gatar and united Arab emirates: A comparative analysis

  168. Times, U. (2017). Carbon heavy qatar roars ahead in green building innovation. https://www.smartcitiesdive.com/ex/sustainablecitiescollective/qatar-green-building-innovation/122191. Accessed September 27, 2020.

  169. Bank, D. (2020). MTC, Omantel and Madayn launch kom smart city pilot project. https://www.zawya.com/mena/en/press-releases/story/MTC_Omantel_and_Madayn_launch_KOM_Smart_City_pilot_project-ZAWYA20200315103031. Accessed September 28, 2020.

  170. Al-Mahrooqi, S. (2019). Developing the most significant and suitable smart city indicators for smart city pilot in knowledge oasis Muscat (KOM), Sultanate of Oman

  171. G. staff, Korea signs up for plan to build smart city in oman. https://www.globalconstructionreview.com/news/korea-signs-plan-build-smart-city-oman.

  172. Saxena, S., & Al-Tamimi, T. A. S. M. (2018). Visioning smart city across the gulf cooperation council (GCC) countries, foresight.

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Acknowledgements

This research has been financially supported by the Research Council (TRC) of the Sultanate of Oman (Agreement No. TRC/BFP/ASU/01/2018).

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Albreem, M.A., Sheikh, A.M., Bashir, M.J.K. et al. Towards green Internet of Things (IoT) for a sustainable future in Gulf Cooperation Council countries: current practices, challenges and future prospective. Wireless Netw 29, 539–567 (2023). https://doi.org/10.1007/s11276-022-03133-3

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