Internet of Things (IoT): A vision, architectural elements, and future directions
Open accessThe claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Biased models are particularly problematic when consequences and implications are significant, such as with criminal justice risk scores and credit offers.
“This is particularly problematic when consequences and implications are significant, such as with criminal justice risk scores and credit offers [36]”
From Decision Provenance: Harnessing Data Flow for Accountable Systems (2019) · cites this paper as [36]
There are smart city strategies that focus on the efficiency and advancement of hard infrastructures (e.g., transport, energy, communication, distribution networks) and those that prioritise soft infrastructures (e.g., social and human capital, participation, equity, safety, cultural heritage).
“In other words, there are smart city strategies that focus on the efficiency and advancement of hard infrastructures in terms of transport, energy, communication, and distribution networks, and so on (e.g., [45,52,74,79,83,93]) and those that prioritise the soft infrastructures in terms of social and human capital, participation, equity, safety, cultural heritage, and so forth (e.g., [7,17,75,76,8”
From On the sustainability of smart and smarter cities in the era of big data: an interdisciplinary and transdisciplinary literature review (2019) · cites this paper as [52]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Donoho, D. L. (2006) · IEEE Transactions on Information Theory · doi:10.1109/tit.2006.871582 · Cited by 23,994 · see citing works
Wireless sensor networks: a survey
Akyildiz, I. F., Su, W., Sankarasubramaniam, Y., & Cayirci, E. (2002) · Computer Networks · doi:10.1016/s1389-1286(01)00302-4 · Cited by 17,523 · see citing works
Donoho, D. L. (2004) · Cited by 16,703 · see citing works
The Internet of Things: A survey
Atzori, L., Iera, A., & Morabito, G. (2010) · Computer Networks · doi:10.1016/j.comnet.2010.05.010 · Cited by 15,613 · see citing works
Learning Deep Architectures for AI
Bengio, Y. (2009) · Foundations and Trends® in Machine Learning · doi:10.1561/2200000006 · Cited by 7,048 · see citing works
Buyya, R., Yeo, C. S., Venugopal, S., Broberg, J., & Brandić, I. (2008) · Future Generation Computer Systems · doi:10.1016/j.future.2008.12.001 · Cited by 5,946 · see citing works
Self-citationLearning Deep Architectures for AI
Bengio, Y. (2009) · now publishers, Inc. eBooks · doi:10.1561/9781601982957 · Cited by 5,037 · see citing works
Routing techniques in wireless sensor networks: a survey
Al-Karaki, J. N., & Kamal, A. E. (2004) · IEEE Wireless Communications · doi:10.1109/mwc.2004.1368893 · Cited by 4,517 · see citing works
That ‘Internet of Things’ Thing
Ashton, K. J. (1999) · Medical Entomology and Zoology · Cited by 2,581 · see citing works
A survey on wireless multimedia sensor networks
Akyildiz, I. F., Melodia, T., & Chowdhury, K. R. (2006) · Computer Networks · doi:10.1016/j.comnet.2006.10.002 · Cited by 2,310 · see citing works
RFID security and privacy: a research survey
Juels, A. (2006) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2005.861395 · Cited by 1,911 · see citing works
Wireless sensor networks for healthcare: A survey
Alemdar, H., & Ersoy, C. (2010) · Computer Networks · doi:10.1016/j.comnet.2010.05.003 · Cited by 1,427 · see citing works
MAC protocols for wireless sensor networks: a survey
Demirkol, I., Ersoy, C., & Alagöz, F. (2006) · IEEE Communications Magazine · doi:10.1109/mcom.2006.1632658 · Cited by 1,224 · see citing works
The Aware Home: A Living Laboratory for Ubiquitous Computing Research
Kidd, C. D., Orr, R., Abowd, G. D., Atkeson, C. G., Essa, I. A., MacIntyre, B., Mynatt, E. D., Starner, T. E., & Newstetter, W. (1999) · Lecture notes in computer science · doi:10.1007/10705432_17 · Cited by 1,039 · see citing works
A taxonomy of wireless micro-sensor network models
Tilak, S. S., Abu‐Ghazaleh, N., & Heinzelman, W. (2002) · ACM SIGMOBILE Mobile Computing and Communications Review · doi:10.1145/565702.565708 · Cited by 1,018 · see citing works
Securing the Internet of Things
Román, R., Najera, P., & López, J. (2011) · Computer · doi:10.1109/mc.2011.291 · Cited by 809 · see citing works
Data Security in the World of Cloud Computing
Kaufman, L. M. (2009) · IEEE Security & Privacy · doi:10.1109/msp.2009.87 · Cited by 780 · see citing works
Rana, R. K., Chou, C. T., Kanhere, S. S., Bulusu, N., & Hu, W. S. (2010) · ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN) · doi:10.1145/1791212.1791226 · Cited by 714 · see citing works
Computational Intelligence in Wireless Sensor Networks: A Survey
Kulkarni, R. V., Förster, A., & Venayagamoorthy, G. K. (2010) · IEEE Communications Surveys & Tutorials · doi:10.1109/surv.2011.040310.00002 · Cited by 696 · see citing works
Building the Internet of Things Using RFID: The RFID Ecosystem Experience
Welbourne, E., Battle, L., Cole, G., et al. (2009) · IEEE Internet Computing · doi:10.1109/mic.2009.52 · Cited by 685 · see citing works
The origins of ubiquitous computing research at PARC in the late 1980s
Weiser, M., Gold, R., & Brown, J. S. (1999) · IBM Systems Journal · doi:10.1147/sj.384.0693 · Cited by 612 · see citing works
SIoT: Giving a Social Structure to the Internet of Things
Atzori, L., Iera, A., & Morabito, G. (2011) · IEEE Communications Letters · doi:10.1109/lcomm.2011.090911.111340 · Cited by 607 · see citing works
Smart community: an internet of things application
Li, X., Lu, R., Liang, X., Shen, X., Chen, J., & Lin, X. (2011) · IEEE Communications Magazine · doi:10.1109/mcom.2011.6069711 · Cited by 586 · see citing works
Zorzi, M., Gluhak, A., Lange, S., & Bassi, A. (2010) · IEEE Wireless Communications · doi:10.1109/mwc.2010.5675777 · Cited by 558 · see citing works
A survey on facilities for experimental internet of things research
Gluhak, A., Krčo, S., Nati, M., Pfisterer, D., Mitton, N., & Razafindralambo, T. (2011) · IEEE Communications Magazine · doi:10.1109/mcom.2011.6069710 · Cited by 541 · see citing works
Coverage and connectivity issues in wireless sensor networks: A survey
Ghosh, A., & Das, S. K. (2008) · Pervasive and Mobile Computing · doi:10.1016/j.pmcj.2008.02.001 · Cited by 530 · see citing works
Campbell, A. T., Eisenman, S. B., Lane, N. D., Miluzzo, E., & Peterson, R. A. (2006) · International ICST Conference on Wireless Internet (WICON) · doi:10.1145/1234161.1234179 · Cited by 485 · see citing works
Moving on from Weiser’s Vision of Calm Computing: Engaging UbiComp Experiences
Rogers, Y. (2006) · Lecture notes in computer science · doi:10.1007/11853565_24 · Cited by 425 · see citing works
Secure data aggregation in wireless sensor networks: A comprehensive overview
Özdemi̇r, S., & Xiao, Y. (2009) · Computer Networks · doi:10.1016/j.comnet.2009.02.023 · Cited by 423 · see citing works
Smart Cities at the Forefront of the Future Internet
Hernández-Muñoz, J. M., Vercher, J. B., Muñoz, L., Galache, J. A., Presser, M. A., Gómez, L. A. H., & Pettersson, J. (2011) · Lecture notes in computer science · doi:10.1007/978-3-642-20898-0_32 · Cited by 389 · see citing works
Security Challenges in the IP-based Internet of Things
Heer, T., García-Morchón, Ó., Hummen, R., Keoh, S. L., Kumar, S., & Wehrle, K. (2011) · Wireless Personal Communications · doi:10.1007/s11277-011-0385-5 · Cited by 378 · see citing works
Future Internet of Things Architecture: Like Mankind Neural System or Social Organization Framework?
Ning, H., & Wang, Z. (2011) · IEEE Communications Letters · doi:10.1109/lcomm.2011.022411.110120 · Cited by 332 · see citing works
Bajwa, W. U., Haupt, J., Sayeed, A. M., & Nowak, R. D. (2006) · ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN) · doi:10.1145/1127777.1127801 · Cited by 319 · see citing works
Item‐Level RFID in the Retail Supply Chain
Gaukler, G. M., Seifert, R. W., & Hausman, W. H. (2007) · Production and Operations Management · doi:10.1111/j.1937-5956.2007.tb00166.x · Cited by 288 · see citing works
Research on the architecture and key technology of Internet of Things (IoT) applied on smart grid
Miao, Y., & Yuxin, B. (2010) · doi:10.1109/icaee.2010.5557611 · Cited by 285 · see citing works
NoiseSPY: A Real-Time Mobile Phone Platform for Urban Noise Monitoring and Mapping
Kanjo, E. (2009) · Mobile Networks and Applications · doi:10.1007/s11036-009-0217-y · Cited by 276 · see citing works
CitySense: An Urban-Scale Wireless Sensor Network and Testbed
Murty, R., Mainland, G., Rose, I., et al. (2008) · IEEE Conference on Technologies for Homeland Security (HST) · doi:10.1109/ths.2008.4534518 · Cited by 267 · see citing works
Adding sense to the Internet of Things
López, T. S., Ranasinghe, D. C., Harrison, M. G., & McFarlane, D. (2011) · Personal and Ubiquitous Computing · doi:10.1007/s00779-011-0399-8 · Cited by 248 · see citing works
(2008) · Auerbach Publications eBooks · doi:10.1201/9781420052824 · Cited by 243 · see citing works
An internet based wireless home automation system for multifunctional devices
Alkar, A. Z., & Buhur, U. (2005) · IEEE Transactions on Consumer Electronics · doi:10.1109/tce.2005.1561840 · Cited by 240 · see citing works
Architecture and protocols for the Internet of Things: A case study
Castellani, A. P., Bui, N., Casari, P., Rossi, M., Shelby, Z., & Zorzi, M. (2010) · IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) · doi:10.1109/percomw.2010.5470520 · Cited by 218 · see citing works
Smart Home Mobile RFID-Based Internet-of-Things Systems and Services
Darianian, M., & Michael, M. P. (2008) · International Conference on Advanced Computer Theory and Engineering · doi:10.1109/icacte.2008.180 · Cited by 209 · see citing works
Deadline-driven provisioning of resources for scientific applications in hybrid clouds with Aneka
Christian Vecchiola, A., Calheiros, R. N., Karunamoorthy, D., & Buyya, R. (2011) · Future Generation Computer Systems · doi:10.1016/j.future.2011.05.008 · Cited by 174 · see citing works
Self-citationFramework for Real-Time Behavior Interpretation From Traffic Video
Kumar, P., Ranganath, S., Weimin, H., et al. (2005) · IEEE Transactions on Intelligent Transportation Systems · doi:10.1109/tits.2004.838219 · Cited by 169 · see citing works
Rethinking visualization: A high-level taxonomy
Tory, M., & Möller, T. (2004) · Cited by 165 · see citing works
Honicky, R., Brewer, E. A., Paulos, E., & White, R. (2008) · doi:10.1145/1397705.1397713 · Cited by 160 · see citing works
A Crop Monitoring System Based on Wireless Sensor Network
Zhao, L., Shouyi, Y., Leibo, L., et al. (2011) · Procedia Environmental Sciences · doi:10.1016/j.proenv.2011.12.088 · Cited by 144 · see citing works
Secure Data Aggregation in Wireless Sensor Networks: A Survey
Sang, Y., Shen, H., Inoguchi, Y., et al. (2006) · International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT) · doi:10.1109/pdcat.2006.96 · Cited by 143 · see citing works
Rethinking Visualization: A High-Level Taxonomy
Tory, M. K., & Möller, T. B. (2005) · IEEE Symposium on Information Visualization · doi:10.1109/infvis.2004.59 · Cited by 137 · see citing works
Ubicomp Systems at 20: Progress, Opportunities, and Challenges
Caceres, R., & Friday, A. (2011) · IEEE Pervasive Computing · doi:10.1109/mprv.2011.85 · Cited by 127 · see citing works
Bajwa, W. U., Haupt, J., Sayeed, A. M., et al. (2006) · International Conference on Information Processing in Sensor Networks (IPSN) · doi:10.1109/ipsn.2006.244128 · Cited by 121 · see citing works
First experiences using wireless sensor networks for noise pollution monitoring
Santini, S., Ostermaier, B., & Vitaletti, A. (2008) · doi:10.1145/1435473.1435490 · Cited by 106 · see citing works
Participatory sensing in public spaces
Kuznetsov, S., & Paulos, E. (2010) · ACM Conference on Designing Interactive Systems (DIS) · doi:10.1145/1858171.1858175 · Cited by 84 · see citing works
Data visualization : the state of the art
Post, F. H., Nielson, G. M., & Bonneau, G. (2003) · Medical Entomology and Zoology · Cited by 67 · see citing works
Benefits of Integrating Meta Data into a Context Model
Hönle, N., Käppeler, U.-P., Nicklas, D., et al. (2005) · IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) · doi:10.1109/percomw.2005.20 · Cited by 63 · see citing works
A review of travel-time prediction in transport and logistica
Lin, H.-E., Zito, R., & Taylor, M. A. P. (2005) · Cited by 60 · see citing works
Smart Transport System Based on “The Internet of Things”
Zhang, M., Tao, Y., & Zhai, G. F. (2011) · Applied Mechanics and Materials · doi:10.4028/www.scientific.net/amm.48-49.1073 · Cited by 48 · see citing works
Luo, H., Ci, S., Wu, D., et al. (2010) · IEEE Wireless Communications · doi:10.1109/mwc.2010.5416349 · Cited by 44 · see citing works
Fast Bayesian scan statistics for multivariate event detection and visualization
Neill, D. B. (2011) · Statistics in Medicine · doi:10.1002/sim.3881 · Cited by 43 · see citing works
Computers Helping People with Special Needs
(2006) · Lecture notes in computer science · doi:10.1007/11788713 · Cited by 40 · see citing works
Quality of service models for heterogeneous networks: overview and challenges
El‐Sayed, H., Mellouk, A., George, L., et al. (2008) · Annals of Telecommunications · doi:10.1007/s12243-008-0064-z · Cited by 34 · see citing works
Aneka Cloud Application Platform and Its Integration with Windows Azure
Wei, Y., Sukumar, K. N. S., Vecchiola, C., et al. (2011) · CRC Press eBooks · doi:10.1201/b11149-31 · Cited by 33 · see citing works
DaisyViz: A model-based user interface toolkit for interactive information visualization systems
Ren, L., Tian, F., Zhang, X., et al. (2010) · Journal of Visual Languages & Computing · doi:10.1016/j.jvlc.2010.05.003 · Cited by 22 · see citing works
Johnstone, R., Caputo, D., di Cella, U. M., et al. (2008) · Cited by 18 · see citing works
GBROOS - An Ocean Observing System for the Great Barrier Reef
Bainbridge, S. J. (2010) · Cited by 18 · see citing works
Bayesian compressive sensing of wavelet coefficients using multiscale Laplacian priors
Vera, E. M., Mancera, L., Babacan, S. D., et al. (2009) · IEEE/SP Workshop on Statistical Signal Processing (SSP) · doi:10.1109/ssp.2009.5278598 · Cited by 16 · see citing works
People with Disabilities: Assistive Homes and Environments
Nussbaum, G. (2006) · Lecture notes in computer science · doi:10.1007/11788713_68 · Cited by 11 · see citing works
Kobialka, T., Buyya, R., Deng, P., et al. (2010) · IGI Global eBooks · doi:10.4018/978-1-61520-701-5.ch020 · Cited by 11 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 5
- [18]18. T. Kobialka, R. Buyya, P. Deng, L. Kulik, M. Palaniswami, Sensor Web: Integration of Sensor Networks with Web and Cyber Infrastructure, in: H. Jin, W. Jiang (Eds.), Handbook of Research on Developments and Trends in Wireless Sensor Networks:From Principle to Practice, 1st ed, Information Science Reference, New York, 2010: pp. 447-473.
- [43]43. V. Mayer-Schönberger, Failing to Forget the -Drunken Pirate,‖ in: Delete: the Virtue of Forgetting in the Digital Age (New in Paper), 1st ed, Princeton University Press, 2011: pp. 3-15.
- [50]50. R.K. Rana, C.T. Chou, S.S. Kanhere, N. Bulusu, W. Hu, Ear-phone: an end-to-end participatory urban noise mapping system, in: ACM Request Permissions, 2010.
- [65]65. R. Honicky, E.A. Brewer, E. Paulos, R. White, N-smarts: networked suite of mobile atmospheric real-time sensors, in: ACM, 2008: pp. 25-29.
- [74]74. Gubbi, J., Buyya, R., Marusic, S. & Palaniswami, M. (2013). Internet of Things (IoT): A vision, architectural elements, and future directions. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 29 (7), pp.1645-1660. https://doi.org/10.1016/j.future.2013.01.010. Persistent Link: http://hdl.handle.net/11343/197439 File Description: Accepted
Cited by
Sorted by citations
Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications
Al-Fuqaha, A., Guizani, M., Mohammadi, M., Aledhari, M., & Ayyash, M. (2015) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2015.2444095 · Cited by 8,630 · see citing works
Edge computing: Vision and challenges
Shi, W., Cao, J., Zhang, Q., Li, Y., & Xu, L. (2016) · IEEE Internet of Things Journal · doi:10.1109/jiot.2016.2579198 · Cited by 8,733 · see citing works
Internet of Things in industries: A survey
Xu, L. D., He, W., & Li, S. (2014) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2014.2300753 · Cited by 5,172 · see citing works
Industrial Internet of Things: Challenges, Opportunities, and Directions
Sisinni, E., Saifullah, A., Han, S., Jennehag, U., & Gidlund, M. (2018) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2018.2852491 · Cited by 2,380 · see citing works
Koroniotis, N., Moustafa, N., Sitnikova, E., & Turnbull, B. (2019) · Future Generation Computer Systems · doi:10.1016/j.future.2019.05.041 · Cited by 1,983 · see citing works
Network Function Virtualization: State-of-the-Art and Research Challenges
Mijumbi, R., Serrat, J., Gorricho, J.-L., Bouten, N., De Turck, F., & Boutaba, R. (2016) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2015.2477041 · Cited by 1,933 · see citing works
Big data in healthcare: management, analysis and future prospects
Dash, S., Shakyawar, S. K., Sharma, M., & Kaushik, S. (2019) · Journal of Big Data · doi:10.1186/s40537-019-0217-0 · Cited by 1,747 · see citing works
Dynamic computation offloading for mobile-edge computing with energy harvesting devices
Mao, Y., Zhang, J., & Letaief, K. B. (2016) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2016.2611964 · Cited by 1,705 · see citing works
Gupta, H., Vahid Dastjerdi, A., Ghosh, S. K., & Buyya, R. (2017) · Software: Practice and Experience · doi:10.1002/spe.2509 · Cited by 1,649 · see citing works
Self-citationThe Internet of Things—A survey of topics and trends
Whitmore, A., Agarwal, A., & Da Xu, L. (2015) · Information Systems Frontiers · doi:10.1007/s10796-014-9489-2 · Cited by 1,568 · see citing works
A Survey on the Edge Computing for the Internet of Things
Yu, W., Liang, F., He, X., Hatcher, W. G., Lu, C., Lin, J., & Yang, X. (2018) · IEEE Access · doi:10.1109/access.2017.2778504 · Cited by 1,520 · see citing works
Internet of things and supply chain management: A literature review
Ben-Daya, M., Hassini, E., & Bahroun, Z. (2019) · International Journal of Production Research · doi:10.1080/00207543.2017.1402140 · Cited by 1,501 · see citing works
A review of internet of things for smart home: challenges and solutions
Risteska Stojkoska, B. L., & Trivodaliev, K. V. (2017) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2016.10.006 · Cited by 1,397 · see citing works
A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security
Al-Garadi, M. A., Mohamed, A., Al-Ali, A. K., Du, X., Ali, I., & Guizani, M. (2020) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2020.2988293 · Cited by 1,392 · see citing works
Wearable and flexible electronics for continuous molecular monitoring
Yang, Y., & Gao, W. (2019) · Chemical Society Reviews · doi:10.1039/c7cs00730b · Cited by 1,315 · see citing works
Analogue signal and image processing with large memristor crossbars
Li, C., Hu, M., Li, Y., Jiang, H., Ge, N., Montgomery, E., Zhang, J., Song, W., Dávila, N., Graves, C. E., et al. (2017) · Nature Electronics · doi:10.1038/s41928-017-0002-z · Cited by 1,292 · see citing works
A Survey on 5G Networks for the Internet of Things: Communication Technologies and Challenges
Akpakwu, G. A., Silva, B. J., Hancke, G. P., & Abu-Mahfouz, A. M. (2018) · IEEE Access · doi:10.1109/access.2017.2779844 · Cited by 1,293 · see citing works
High-dimensional and large-scale anomaly detection using a linear one-class SVM with deep learning
Erfani, S. M., Rajasegarar, S., Karunasekera, S., & Leckie, C. (2016) · Pattern Recognition · doi:10.1016/j.patcog.2016.03.028 · Cited by 1,162 · see citing works
The role of big data in smart city
Hashem, I. A. T., Chang, V., Anuar, N. B., Adewole, K., Yaqoob, I., Gani, A., Ahmed, E., & Chiroma, H. (2016) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2016.05.002 · Cited by 1,103 · see citing works
Big IoT data analytics: Architecture, opportunities, and open research challenges
(2017) · IEEE Access · doi:10.1109/access.2017.2689040 · Cited by 980 · see citing works
A Survey on the Internet of Things (IoT) Forensics: Challenges, Approaches, and Open Issues
Stoyanova, M., Nikoloudakis, Y., Panagiotakis, S., Pallis, E., & Markakis, E. K. (2020) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2019.2962586 · Cited by 852 · see citing works
Internet of Things (IoT): A review of enabling technologies, challenges, and open research issues
Čolaković, A., & Hadžialić, M. (2018) · Computer Networks · doi:10.1016/j.comnet.2018.07.017 · Cited by 825 · see citing works
Kristoffersen, E., Blomsma, F., Mikalef, P., & Li, J. (2020) · Journal of Business Research · doi:10.1016/j.jbusres.2020.07.044 · Cited by 841 · see citing works
Fadlullah, Z. M., Tang, F., Mao, B., Kato, N., Akashi, O., Inoue, T., & Mizutani, K. (2017) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2017.2707140 · Cited by 810 · see citing works
Bibri, S. E. (2018) · Sustainable Cities and Society · doi:10.1016/j.scs.2017.12.034 · Cited by 799 · see citing works
Zhang, J., & Tao, D. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.3039359 · Cited by 774 · see citing works
Xie, J., Yu, F. R., Huang, T., Xie, R., Liu, J., Wang, C., & Liu, Y. (2019) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2018.2866942 · Cited by 700 · see citing works
Internet of Things Architecture: Recent Advances, Taxonomy, Requirements, and Open Challenges
Yaqoob, I., Ahmed, E., Hashem, I. A. T., Ahmed, A. I. A., Gani, A., Imran, M., & Guizani, M. (2017) · IEEE Wireless Communications · doi:10.1109/mwc.2017.1600421 · Cited by 668 · see citing works
Internet-of-Things-Based Smart Cities: Recent Advances and Challenges
Mehmood, Y., Ahmad, F., Yaqoob, I., Adnane, A., Imran, M., & Guizani, S. (2017) · IEEE Communications Magazine · doi:10.1109/mcom.2017.1600514 · Cited by 673 · see citing works
Securing Fog Computing for Internet of Things Applications: Challenges and Solutions
Ni, J., Zhang, K., Lin, X., & Shen, X. (2018) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2017.2762345 · Cited by 659 · see citing works
A Survey on Industrial Internet of Things: A Cyber-Physical Systems Perspective
Xu, H., Yu, W., Griffith, D., & Golmie, N. (2018) · IEEE Access · doi:10.1109/access.2018.2884906 · Cited by 637 · see citing works
Security and privacy in smart city applications: Challenges and solutions
Zhang, K., Ni, J., Yang, K., Liang, X., Ren, J., & Shen, X. S. (2017) · IEEE Communications Magazine · doi:10.1109/mcom.2017.1600267cm · Cited by 638 · see citing works
Data Mining for Internet of Things: A Survey
Tsai, C.-W., Lai, C.-F., Chiang, M.-C., & Yang, L. T. (2014) · IEEE Communications Surveys & Tutorials · doi:10.1109/surv.2013.103013.00206 · Cited by 620 · see citing works
Security and privacy in smart farming: challenges and opportunities
Gupta, M., Abdelsalam, M., Khorsandroo, S., & Mittal, S. (2020) · IEEE Access · doi:10.1109/access.2020.2975142 · Cited by 609 · see citing works
Internet of Things applications: A systematic review
Asghari, P., Rahmani, A. M., & Javadi, H. H. S. (2019) · Computer Networks · doi:10.1016/j.comnet.2018.12.008 · Cited by 589 · see citing works
Leveraging the Internet of Things and Blockchain Technology in Supply Chain Management
Rejeb, A., Keogh, J. G., & Treiblmaier, H. (2019) · Future Internet · doi:10.3390/fi11070161 · Cited by 538 · see citing works
Digitalisation as an Enabler of Circular Economy
Antikainen, M., Uusitalo, T., & Kivikytö-Reponen, P. (2018) · Procedia CIRP · doi:10.1016/j.procir.2018.04.027 · Cited by 532 · see citing works
Data security and privacy-preserving in edge computing paradigm: survey and open issues
Zhang, J., Chen, B., Zhao, Y., Cheng, X., & Hu, F. (2018) · IEEE Access · doi:10.1109/access.2018.2820162 · Cited by 514 · see citing works
DeepThings: Distributed Adaptive Deep Learning Inference on Resource-Constrained IoT Edge Clusters
Zhao, Z., Barijough, K. M., & Gerstlauer, A. (2018) · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · doi:10.1109/tcad.2018.2858384 · Cited by 502 · see citing works
A survey towards an integration of big data analytics to big insights for value-creation
Saggi, M. K., & Jain, S. (2018) · Information Processing & Management · doi:10.1016/j.ipm.2018.01.010 · Cited by 494 · see citing works
Babiceanu, R. F., & Seker, R. (2016) · Computers in Industry · doi:10.1016/j.compind.2016.02.004 · Cited by 461 · see citing works
Verma, S., Kawamoto, Y., Fadlullah, Z. M., Nishiyama, H., & Kato, N. (2017) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2017.2694469 · Cited by 422 · see citing works
FogBus: A Blockchain-based Lightweight Framework for Edge and Fog Computing
Tuli, S., Mahmud, R., Tuli, S., & Buyya, R. (2019) · Journal of Systems and Software · doi:10.1016/j.jss.2019.04.050 · Cited by 392 · see citing works
Self-citationData Quality in Internet of Things: A state-of-the-art survey
Karkouch, A., Mousannif, H., Al Moatassime, H., & Noel, T. (2016) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2016.08.002 · Cited by 378 · see citing works
Green IoT for Eco-Friendly and Sustainable Smart Cities: Future Directions and Opportunities
Almalki, F. A., Alsamhi, S. H., Sahal, R., Hassan, J., Hawbani, A., Rajput, N. S., Saif, A., Morgan, J., & Breslin, J. (2023) · Mobile Networks and Applications · doi:10.1007/s11036-021-01790-w · Cited by 376 · see citing works
Sensor data quality: a systematic review
Teh, H. Y., Kempa-Liehr, A. W., & Wang, K. I.-K. (2020) · Journal of Big Data · doi:10.1186/s40537-020-0285-1 · Cited by 377 · see citing works
Ahmad, I., Shahabuddin, S., Kumar, T., Okwuibe, J., Gurtov, A., & Ylianttila, M. (2019) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2019.2916180 · Cited by 366 · see citing works
Fog Computing Micro Datacenter Based Dynamic Resource Estimation and Pricing Model for IoT
Aazam, M., & Huh, E.-N. (2015) · 2015 IEEE 29th International Conference on Advanced Information Networking and Applications · doi:10.1109/aina.2015.254 · Cited by 365 · see citing works
Atitallah, S. B., Driss, M., Boulila, W., & Ghézala, H. B. (2020) · Computer Science Review · doi:10.1016/j.cosrev.2020.100303 · Cited by 375 · see citing works
Incorporating Intelligence in Fog Computing for Big Data Analysis in Smart Cities
Tang, B., Chen, Z., Hefferman, G., Pei, S., Wei, T., He, H., & Yang, Q. (2017) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2017.2679740 · Cited by 353 · see citing works
“The wide use of heterogeneous senors leads to another challenge to extract useful information from a complex sensing environment at different spatial and temporal resolutions [34].”
BackgroundFull spectrum sharing in cognitive radio networks toward 5G: a survey
Hu, F., Chen, B., & Zhu, K. (2018) · IEEE Access · doi:10.1109/access.2018.2802450 · Cited by 321 · see citing works
IoT and AI for smart government: A research agenda
Kankanhalli, A., Charalabidis, Y., & Mellouli, S. (2019) · Government Information Quarterly · doi:10.1016/j.giq.2019.02.003 · Cited by 314 · see citing works
Reka, S. S., & Dragicevic, T. (2018) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2018.03.089 · Cited by 304 · see citing works
Bibri, S. E., & Krogstie, J. (2017) · Sustainable Cities and Society · doi:10.1016/j.scs.2016.11.004 · Cited by 296 · see citing works
Bibri, S. E., & Krogstie, J. (2020) · Energy Informatics · doi:10.1186/s42162-020-00108-6 · Cited by 298 · see citing works
A survey of edge computing-based designs for IoT security
Sha, K., Yang, T. A., Wei, W., & Davari, S. (2020) · Digital Communications and Networks · doi:10.1016/j.dcan.2019.08.006 · Cited by 295 · see citing works
Arfi, W. B., Nasr, I. B., Kondrateva, G., & Hikkerova, L. (2021) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2021.120688 · Cited by 290 · see citing works
An energy-efficient architecture for the Internet of Things (IoT)
Kaur, N., & Sood, S. K. (2017) · IEEE Systems Journal · doi:10.1109/jsyst.2015.2469676 · Cited by 282 · see citing works
Bibri, S. E. (2019) · Journal of Big Data · doi:10.1186/s40537-019-0182-7 · Cited by 278 · see citing works
Internet of Ships: A Survey on Architectures, Emerging Applications, and Challenges
Aslam, S., Michaelides, M. P., & Herodotou, H. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.2993411 · Cited by 261 · see citing works
Long-Range IoT Technologies: The Dawn of LoRa™
Vangelista, L., Zanella, A., & Zorzi, M. (2015) · Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · doi:10.1007/978-3-319-27072-2_7 · Cited by 262 · see citing works
A drone-based networked system and methods for combating coronavirus disease (covid-19) pandemic
Kumar, A., Sharma, K., Singh, H., Naugriya, S. G., Gill, S. S., & Buyya, R. (2021) · Future Generation Computer Systems · doi:10.1016/j.future.2020.08.046 · Cited by 252 · see citing works
Self-citationCloud-centric IoT based disease diagnosis healthcare framework
Verma, P., & Sood, S. K. (2018) · Journal of Parallel and Distributed Computing · doi:10.1016/j.jpdc.2017.11.018 · Cited by 246 · see citing works
Towards cloud based big data analytics for smart future cities
Khan, Z., Anjum, A., Soomro, K., & Tahir, M. A. (2015) · Journal of Cloud Computing · doi:10.1186/s13677-015-0026-8 · Cited by 229 · see citing works
Sustainable Wearables: Wearable Technology for Enhancing the Quality of Human Life
Lee, J., Kim, D., Ryoo, H.-Y., & Shin, B.-S. (2016) · Sustainability · doi:10.3390/su8050466 · Cited by 219 · see citing works
Notheisen, B., Cholewa, J. B., & Shanmugam, A. P. (2017) · Business & Information Systems Engineering · doi:10.1007/s12599-017-0499-8 · Cited by 215 · see citing works
The Evolution and Future of Retailing and Retailing Education
Grewal, D., Motyka, S., & Levy, M. (2018) · Journal of Marketing Education · doi:10.1177/0273475318755838 · Cited by 192 · see citing works
Fear and Logging in the Internet of Things
Wang, Q., Hassan, W. U., Bates, A., & Gunter, C. (2018) · Proceedings 2018 Network and Distributed System Security Symposium · doi:10.14722/ndss.2018.23282 · Cited by 196 · see citing works
A Comprehensive IoT Attacks Survey based on a Building-blocked Reference Model
Akram, H., Konstantas, D., & Mahyoub, M. (2018) · International Journal of Advanced Computer Science and Applications · doi:10.14569/ijacsa.2018.090349 · Cited by 193 · see citing works
IoT technologies for embedded computing: a survey
Samie, F., Bauer, L., & Henkel, J. (2016) · Proceedings of the Eleventh IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis · doi:10.1145/2968456.2974004 · Cited by 190 · see citing works
A Data Quality in Use model for Big Data
Merino, J., Caballero, I., Rivas, B., Serrano, M., & Piattini, M. (2016) · Future Generation Computer Systems · doi:10.1016/j.future.2015.11.024 · Cited by 185 · see citing works
eHealth in the future of medications management: personalisation, monitoring and adherence
Car, J., Tan, W. S., Huang, Z., Sloot, P., & Franklin, B. D. (2017) · BMC Medicine · doi:10.1186/s12916-017-0838-0 · Cited by 179 · see citing works
Access control in Internet-of-Things: A survey
Ravidas, S., Lekidis, A., Paci, F., & Zannone, N. (2019) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2019.06.017 · Cited by 175 · see citing works
The Internet-of-Things Meets Business Process Management. A Manifesto
Janiesch, C., Koschmider, A., Mecella, M., Weber, B., Burattin, A., Di Ciccio, C., Fortino, G., Gal, A., Kannengiesser, U., Leotta, F., et al. (2020) · IEEE Systems Man and Cybernetics Magazine · doi:10.1109/msmc.2020.3003135 · Cited by 177 · see citing works
Cloud Based Big Data Analytics for Smart Future Cities
Khan, Z., Anjum, A., & Kiani, S. L. (2013) · 2013 IEEE/ACM 6th International Conference on Utility and Cloud Computing · doi:10.1109/ucc.2013.77 · Cited by 176 · see citing works
van Deursen, A. J. A. M., van der Zeeuw, A., de Boer, P., Jansen, G., & van Rompay, T. (2021) · Information, Communication & Society · doi:10.1080/1369118x.2019.1646777 · Cited by 168 · see citing works
Threat-Based Security Analysis for the Internet of Things
Atamli, A. W., & Martin, A. (2014) · 2014 International Workshop on Secure Internet of Things · doi:10.1109/siot.2014.10 · Cited by 169 · see citing works
Future developments in cyber risk assessment for the internet of things
Radanliev, P., De Roure, D. C., Nicolescu, R., Huth, M., Montalvo, R. M., Cannady, S., & Burnap, P. (2018) · Computers in Industry · doi:10.1016/j.compind.2018.08.002 · Cited by 162 · see citing works
Artificial Intelligence-based Internet of Things for Industry 5.0
Chander, B., Pal, S., De, D., & Buyya, R. (2022) · Internet of Things · doi:10.1007/978-3-030-87059-1_1 · Cited by 160 · see citing works
Self-citationKandasamy, K., Srinivas, S., Achuthan, K., & Rangan, V. P. (2020) · EURASIP Journal on Information Security · doi:10.1186/s13635-020-00111-0 · Cited by 160 · see citing works
A smartwatch-based framework for real-time and online assessment and mobility monitoring
Kheirkhahan, M., Nair, S., Davoudi, A., Rashidi, P., Wanigatunga, A. A., Corbett, D. B., Mendoza, T., Manini, T. M., & Ranka, S. (2019) · Journal of Biomedical Informatics · doi:10.1016/j.jbi.2018.11.003 · Cited by 138 · see citing works
Smart manufacturing standardization: Architectures, reference models and standards framework
Li, Q., Tang, Q., Chan, I., Wei, H., Pu, Y., Jiang, H., Li, J., & Zhou, J. (2018) · Computers in Industry · doi:10.1016/j.compind.2018.06.005 · Cited by 139 · see citing works
A Blockchain-Based Secure Image Encryption Scheme for the Industrial Internet of Things
Khan, P. W., & Byun, Y. (2020) · Entropy · doi:10.3390/e22020175 · Cited by 137 · see citing works
IoT patent roadmap for smart logistic service provision in the context of Industry 4.0
Trappey, A. J. C., Trappey, C. V., Fan, C.-Y., Hsu, A. P. T., Li, X.-K., & Lee, I. J. Y. (2017) · Journal of the Chinese Institute of Engineers · doi:10.1080/02533839.2017.1362325 · Cited by 129 · see citing works
Greening internet of things for greener and smarter cities: a survey and future prospects
Alsamhi, S. H., Ma, O., Ansari, M. S., & Meng, Q. (2019) · Telecommunication Systems · doi:10.1007/s11235-019-00597-1 · Cited by 124 · see citing works
Privacy in Internet of Things: From Principles to Technologies
Li, C., & Palanisamy, B. (2019) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2864168 · Cited by 130 · see citing works
Alalwany, E., & Mahgoub, I. (2024) · Sensors · doi:10.3390/s24020368 · Cited by 130 · see citing works
Tuli, S., Tuli, S., Wander, G., Wander, P., Gill, S. S., Dustdar, S., Sakellariou, R., & Rana, O. (2020) · Internet Technology Letters · doi:10.1002/itl2.145 · Cited by 114 · see citing works
Jahani, N., Sepehri, A., Vandchali, H. R., & Tirkolaee, E. B. (2021) · Sustainability · doi:10.3390/su13147520 · Cited by 115 · see citing works
Rahman, H., & Hussain, M. I. (2020) · Transactions on Emerging Telecommunications Technologies · doi:10.1002/ett.3902 · Cited by 119 · see citing works
Decision Provenance: Harnessing Data Flow for Accountable Systems
Singh, J., Cobbe, J., & Norval, C. (2019) · IEEE Access · doi:10.1109/access.2018.2887201 · Cited by 110 · see citing works
Machine Learning on Mainstream Microcontrollers
Sakr, F., Bellotti, F., Berta, R., & De Gloria, A. (2020) · Sensors · doi:10.3390/s20092638 · Cited by 109 · see citing works
Althabatah, A., Yaqot, M., Menezes, B., & Kerbache, L. (2023) · Logistics · doi:10.3390/logistics7030063 · Cited by 108 · see citing works
“IoT refers to the interconnection of information with the help of sensing and actuating devices that facilitate a platform so that information may be exchanged across systems in an integrated manner, leading to a unified framework that can be used to power cutting-edge applications [103].”
BackgroundFang, C., Liu, X., Pardalos, P. M., & Pei, J. (2016) · The International Journal of Advanced Manufacturing Technology · doi:10.1007/s00170-015-7593-1 · Cited by 102 · see citing works
MeFoRE: QoE based resource estimation at Fog to enhance QoS in IoT
Aazam, M., St-Hilaire, M., Lung, C.-H., & Lambadaris, I. (2016) · 2016 23rd International Conference on Telecommunications (ICT) · doi:10.1109/ict.2016.7500362 · Cited by 96 · see citing works
Providing End-to-End Security Using Quantum Walks in IoT Networks
El-Latif, A. A. A., Abd-El-Atty, B., Venegas-Andraca, S. E., Elwahsh, H., Piran, M. J., Bashir, A. K., Song, O.-Y., & Mazurczyk, W. (2020) · IEEE Access · doi:10.1109/access.2020.2992820 · Cited by 89 · see citing works
An Intelligent System for Video Surveillance in IoT Environments
Rego, A., Canovas, A., Jimenez, J. M., & Lloret, J. (2018) · IEEE Access · doi:10.1109/access.2018.2842034 · Cited by 88 · see citing works
Wearable Devices for Environmental Monitoring in the Built Environment: A Systematic Review
Salamone, F., Masullo, M., & Sibilio, S. (2021) · Sensors · doi:10.3390/s21144727 · Cited by 89 · see citing works
A New Framework of Intelligent Public Transportation System Based on the Internet of Things
Luo, X.-G., Zhang, H.-B., Zhang, Z.-L., Yu, Y., & Li, K. (2019) · IEEE Access · doi:10.1109/access.2019.2913288 · Cited by 85 · see citing works
Langone, R., Cuzzocrea, A., & Skantzos, N. (2020) · Data & Knowledge Engineering · doi:10.1016/j.datak.2020.101850 · Cited by 81 · see citing works
- Authors
- Gubbi, J., Buyya, R., Marusic, S., & Palaniswami, M.
- Affiliations
- The University of Melbourne (AU)
- Corresponding author
- Buyya, Rajkumar
- Venue
- Future Generation Computer Systems
- Publisher
- Elsevier BV
- Published
- 2013-09
- Volume
- 29
- Issue
- 7
- Pages
- 1645-1660
- ISSN
- 0167-739X (ISSN-L)
- OpenAlex
- W2111619626
- Cited by
- 12,293
- References
- 68
- Citations by year
- 2026: 567 · 2025: 720 · 2024: 693 · 2023: 752 · 2022: 872 · 2021: 1244 · 2020: 1426 · 2019: 1616 · 2018: 1519 · 2017: 1214 · 2016: 909 · 2015: 488 · 2014: 230 · 2013: 36 · 2012: 4
- FWCI
- 729.26
- Type
- journal article
- Language
- en
- Open access
- green
- arxiv.org
- Locations
- Future Generation Computer Systems (publishedVersion)
- arXiv (Cornell University) (submittedVersion)
- Minerva Access (University of Melbourne) (submittedVersion)
- ELARTU (Ternopil National Technical University) (submittedVersion)
- arXiv (Cornell University)
- Funders
- Australian Research Council (LP120100529, LE120100129)
- Topics
- Physical Sciences › Computer Science › Computer Networks and Communications › IoT and Edge/Fog Computing
- Physical Sciences › Computer Science › Information Systems › Internet of Things and AI
- Physical Sciences › Computer Science › Information Systems › Cloud Computing and Resource Management
- Keywords
- Internet of Things, wireless sensor networks, ubiquitous sensing, cloud computing, RFID, sensor-actuator networks, common operational picture, Web3, distributed computing, IoT architecture
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
