Edge computing for Internet of Things: a survey, e-healthcare case study and future direction
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OPC-UA has been applied widely for edge-IoT scenarios.
“For example, OPC-UA has been applied widely for edgeIoT scenarios [210].”
From Federated Learning for Internet of Things: A Comprehensive Survey (2021) · cites this paper as [210]
Edge computing can be vital in times like the flu pandemic, where clinicians can monitor patients' vitals from remote areas and devise an action plan.
“Edge computing can be vital in times like the flu pandemic, where clinicians can monitor patients' vitals from remote areas and devise an action plan.”
From Medical 4.0 technologies for healthcare: Features, capabilities, and applications (2022) · cites this paper as [220]
Providing adequate healthcare to distant rural regions has always been difficult.
“Providing adequate healthcare to distant rural regions has always been difficult [219,220].”
From Medical 4.0 technologies for healthcare: Features, capabilities, and applications (2022) · cites this paper as [220]
Edge computing is particularly useful in healthcare applications requiring real-time monitoring and decision making, such as wearable devices for patient monitoring and remote diagnosis and treatment.
“In healthcare, edge computing is particularly useful in applications that require real-time monitoring and decision making, such as wearable devices for patient monitoring and remote diagnosis and treatment [7,8].”
From Edge AI for Early Detection of Chronic Diseases and the Spread of Infectious Diseases: Opportunities, Challenges, and Future Directions (2023) · cites this paper as [7]
Cites
McKeown (2008) · doi:10.1145/1355734.1355746 · Cited by 8,513 · see citing works
A Survey on Mobile Edge Computing: The Communication Perspective
Mao, Y., You, C., Zhang, J., Huang, K., & Letaief, K. B. (2017) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2017.2745201 · Cited by 5,607 · see citing works
An Overview of Blockchain Technology: Architecture, Consensus, and Future Trends
Zheng, Z., Xie, S., Dai, H., Chen, X., & Wang, H. (2017) · 2017 IEEE International Congress on Big Data (BigData Congress) · doi:10.1109/bigdatacongress.2017.85 · Cited by 4,515 · see citing works
The case for vm-based cloudlets in mobile computing
Satyanarayanan, M., Bahl, P., Caceres, R., & Davies, N. (2009) · IEEE Pervasive Computing · doi:10.1109/mprv.2009.82 · Cited by 3,660 · see citing works
A survey of mobile cloud computing: architecture, applications, and approaches
Dinh, H. T., Lee, C., Niyato, D., & Wang, P. (2013) · Wireless Communications and Mobile Computing · doi:10.1002/wcm.1203 · Cited by 2,391 · see citing works
Fog and IoT: An Overview of Research Opportunities
Chiang, M., & Zhang, T. (2016) · IEEE Internet of Things Journal · doi:10.1109/jiot.2016.2584538 · Cited by 2,362 · see citing works
MAUI: making smartphones last longer with code offload
Cuervo, E., Balasubramanian, A., Cho, D.-K., Wolman, A., Saroiu, S., Chandra, R., & Bahl, P. (2010) · Proceedings of the 8th international conference on Mobile systems, applications, and services · doi:10.1145/1814433.1814441 · Cited by 2,281 · see citing works
(2011) · doi:10.1145/1966445.1966473 · Cited by 1,870 · see citing works
A survey of information-centric networking
Ahlgren, B., Dannewitz, C., Imbrenda, C., Kutscher, D., & Ohlman, B. (2012) · IEEE Communications Magazine · doi:10.1109/mcom.2012.6231276 · Cited by 1,630 · see citing works
Fog Computing: A Platform for Internet of Things and Analytics
Bonomi, F., Milito, R., Natarajan, P., & Zhu, J. (2014) · Studies in Computational Intelligence · doi:10.1007/978-3-319-05029-4_7 · Cited by 1,222 · see citing works
A survey on Internet of Things architectures
Ray, P. P. (2016) · Journal of King Saud University - Computer and Information Sciences · doi:10.1016/j.jksuci.2016.10.003 · Cited by 1,175 · see citing works
Future Edge Cloud and Edge Computing for Internet of Things Applications
Pan, J., & McElhannon, J. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2017.2767608 · Cited by 868 · see citing works
A Survey of Computation Offloading for Mobile Systems
Kumar, K., Liu, J., Lu, Y.-H., & Bhargava, B. (2012) · Mobile Networks and Applications · doi:10.1007/s11036-012-0368-0 · Cited by 847 · see citing works
Edge Computing for the Internet of Things: A Case Study
Premsankar, G., Francesco, M. D., & Taleb, T. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2805263 · Cited by 720 · see citing works
Zhang, K., Mao, Y., Leng, S., He, Y., & Zhang, K. (2017) · IEEE Vehicular Technology Magazine · doi:10.1109/mvt.2017.2668838 · Cited by 703 · see citing works
A survey of IoT cloud platforms
Ray, P. P. (2016) · Future Computing and Informatics Journal · doi:10.1016/j.fcij.2017.02.001 · Cited by 540 · see citing works
Internet of things for smart agriculture: Technologies, practices and future direction
Ray, P. P. (2017) · Journal of Ambient Intelligence and Smart Environments · doi:10.3233/ais-170440 · Cited by 532 · see citing works
El‐Sayed, H., Sankar, S., Prasad, M., Puthal, D., Gupta, A., Mohanty, M., & Lin, C. (2017) · IEEE Access · doi:10.1109/access.2017.2780087 · Cited by 436 · see citing works
Green Industrial Internet of Things Architecture: An Energy-Efficient Perspective
Wang, K., Wang, Y., Sun, Y., Guo, S., & Wu, J. (2016) · IEEE Communications Magazine · doi:10.1109/mcom.2016.1600399cm · Cited by 435 · see citing works
Edge analytics in the internet of things
Satyanarayanan, M., Simoens, P., Xiao, Y., Pillai, P., Chen, Z., Ha, K., Hu, W., & Amos, B. (2015) · IEEE Pervasive Computing · doi:10.1109/mprv.2015.32 · Cited by 430 · see citing works
Big data meet green challenges: big data toward green applications
Wu, J., Guo, S., Li, J., & Zeng, D. (2016) · IEEE Systems Journal · doi:10.1109/jsyst.2016.2550530 · Cited by 389 · see citing works
COMET: code offload by migrating execution transparently
Gordon, M. S., Jamshidi, D. A., Mahlke, S. A., Mao, Z. M., & Xu, C. (2012) · doi:10.5555/2387880.2387890 · Cited by 370 · see citing works
Ra, M.-R., Sheth, A. N., Mummert, L., Pillai, P. S., Wetherall, D. J., & Govindan, R. (2011) · International Conference on Mobile Systems, Applications, and Services · doi:10.1145/1999995.2000000 · Cited by 360 · see citing works
AVE: Autonomous Vehicular Edge Computing Framework with ACO-Based Scheduling
Feng, J., Liu, Z., Wu, C., & Ji, Y. (2017) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2017.2714704 · Cited by 328 · see citing works
Big Data and Internet of Things: A Roadmap for Smart Environments
Bessis, N., & Dobre, C. (2014) · Studies in computational intelligence · doi:10.1007/978-3-319-05029-4 · Cited by 326 · see citing works
Femto clouds: leveraging mobile devices to provide cloud service at the edge
Habak, K., Ammar, M., Harras, K. A., & Zegura, E. (2015) · 2015 IEEE 8th International Conference on Cloud Computing · doi:10.1109/cloud.2015.12 · Cited by 291 · see citing works
Internet of Things for Disaster Management: State-of-the-Art and Prospects
Ray, P. P., Mukherjee, M., & Shu, L. (2017) · IEEE Access · doi:10.1109/access.2017.2752174 · Cited by 287 · see citing works
A Survey on Internet of Things Architectures
Ray, P. P. (2016) · EAI Endorsed Transactions on Internet of Things · doi:10.4108/eai.1-12-2016.151714 · Cited by 284 · see citing works
A Survey on Data Center Networking (DCN): Infrastructure and Operations
Xia, W., Zhao, P. F., Wen, Y., & Xie, H. (2016) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2016.2626784 · Cited by 270 · see citing works
Internet of Robotic Things: Concept, Technologies, and Challenges
Ray, P. P. (2016) · IEEE Access · doi:10.1109/access.2017.2647747 · Cited by 260 · see citing works
Central office re-architected as a data center
Peterson, L., Al‐Shabibi, A., Tom, A., Baker, S., Bavier, A. C., Das, S., Hart, J., Guru, P., & Snow, W. (2016) · IEEE Communications Magazine · doi:10.1109/mcom.2016.7588276 · Cited by 224 · see citing works
An Evaluation of QoE in Cloud Gaming Based on Subjective Tests
Jarschel, M., Schlosser, D., Scheuring, S., & Hoßfeld, T. (2011) · International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS) · doi:10.1109/imis.2011.92 · Cited by 220 · see citing works
2015 IEEE 8th International Conference on Cloud Computing
(2015) · doi:10.1109/cloud35848.2015 · Cited by 212 · see citing works
An Introduction to Dew Computing: Definition, Concept and Implications
Ray, P. P. (2017) · IEEE Access · doi:10.1109/access.2017.2775042 · Cited by 190 · see citing works
Atat, R., Liu, L., Chen, H., Wu, J., Li, H., & Yi, Y. (2017) · IET Cyber-Physical Systems Theory & Applications · doi:10.1049/iet-cps.2017.0010 · Cited by 162 · see citing works
Proceedings of the 10th international conference on Mobile systems, applications, and services
Davies, N., Seshan, S., & Zhong, L. (2012) · doi:10.1145/2307636 · Cited by 156 · see citing works
Proceedings of the 7th international conference on Mobile systems, applications, and services
Zieliński, K., Wolisz, A., Flinn, J., & LaMarca, A. (2009) · doi:10.1145/1555816 · Cited by 143 · see citing works
Huang, C., Chen, K.-T., Chen, D., Hsu, H.-J., & Hsu, C.-H. (2014) · ACM Transactions on Multimedia Computing Communications and Applications · doi:10.1145/2537855 · Cited by 141 · see citing works
Placing Virtual Machines to Optimize Cloud Gaming Experience
Hong, H.-J., Chen, D., Huang, C., Chen, K.-T., & Hsu, C.-H. (2014) · IEEE Transactions on Cloud Computing · doi:10.1109/tcc.2014.2338295 · Cited by 125 · see citing works
Ray, P. P. (2014) · International Conference on Science Engineering and Management Research · doi:10.1109/icsemr.2014.7043542 · Cited by 118 · see citing works
"Anything as a Service" for 5G Mobile Systems
Taleb, T., Ksentini, A., & Jäntti, R. (2016) · IEEE Network · doi:10.1109/mnet.2016.1500244rp · Cited by 106 · see citing works
Cloud Resource Orchestration Programming: Overview, Issues, and Directions
Ranjan, R. K., Benatallah, B., Dustdar, S., & Papazoglou, M. (2015) · IEEE Internet Computing · doi:10.1109/mic.2015.20 · Cited by 100 · see citing works
Nebula: Distributed Edge Cloud for Data Intensive Computing
Ryden, M., Oh, K., Chandra, A., & Weissman, J. (2014) · IEEE International Conference on Cloud Engineering · doi:10.1109/ic2e.2014.34 · Cited by 94 · see citing works
On Using Micro-Clouds to Deliver the Fog
Elkhatib, Y., Porter, B., Ribeiro, H. B., Zhani, M. F., Qadir, J., & Rivière, É. (2017) · IEEE Internet Computing · doi:10.1109/mic.2017.35 · Cited by 93 · see citing works
Wang, Y. (2015) · International Journal of Cloud Computing · doi:10.1504/ijcc.2015.071717 · Cited by 86 · see citing works
Edge Computing for the Internet of Things
Ren, J., Pan, Y. F., Goscinski, A. M., & Beyah, R. (2018) · IEEE Network · doi:10.1109/mnet.2018.8270624 · Cited by 83 · see citing works
Elias, A. R., Golubovic, N., Krintz, C., & Wolski, R. (2017) · IEEE/ACM International Conference on Internet-of-Things Design and Implementation (IoTDI) · doi:10.1145/3054977.3054986 · Cited by 80 · see citing works
Definition and Categorization of Dew Computing
Wang, Y. (2016) · RonPub -- Research Online Publishing (RonPub UG) · Cited by 77 · see citing works
A Survey on Visual Programming Languages in Internet of Things
Ray, P. P. (2017) · Scientific Programming · doi:10.1155/2017/1231430 · Cited by 70 · see citing works
Vallati, C., Virdis, A., Mingozzi, E., & Stea, G. (2016) · IEEE Consumer Electronics Magazine · doi:10.1109/mce.2016.2590100 · Cited by 69 · see citing works
Elastic urban video surveillance system using edge computing
Wang, J., Pan, J., & Esposito, F. (2017) · doi:10.1145/3132479.3132490 · Cited by 64 · see citing works
Proceedings of the sixth conference on Computer systems
Kirsch, C. M., & Heiser, G. (2011) · Cited by 63 · see citing works
QoE-aware elasticity support in cloud-native 5G systems
Dutta, S., Taleb, T., & Ksentini, A. (2016) · International Conference on Communications · doi:10.1109/icc.2016.7511377 · Cited by 58 · see citing works
Solving Critical Events through Mobile Edge Computing: An Approach for Smart Cities
Sapienza, M., Guardo, E., Cavallo, M., Torre, G. L., Leombruno, G., & Tomarchio, O. (2016) · IEEE International Conference on Smart Computing · doi:10.1109/smartcomp.2016.7501719 · Cited by 56 · see citing works
Ray, P. P., Dash, D., & De, D. (2018) · Computer Networks · doi:10.1016/j.comnet.2018.12.006 · Cited by 55 · see citing works
Internet of Things cloud enabled MISSENARD index measurement for indoor occupants
Ray, P. P. (2016) · Measurement · doi:10.1016/j.measurement.2016.06.014 · Cited by 54 · see citing works
Intelligent Communication and Computational Technologies
(2017) · Lecture notes in networks and systems · doi:10.1007/978-981-10-5523-2 · Cited by 50 · see citing works
Ray, P. P. (2015) · International Conference on Electrical, Electronics, Signals, Communication and Optimization · doi:10.1109/eesco.2015.7253963 · Cited by 45 · see citing works
Nebula: Distributed edge cloud for data-intensive computing
Ryden, M., Oh, K., Chandra, A., & Weissman, J. (2014) · International Conference on Collaboration Technologies and Systems (CTS) · doi:10.1109/cts.2014.6867613 · Cited by 42 · see citing works
Bluetooth 5 and Internet of Things: Potential and architecture
Ray, P. P., & Agarwal, S. (2016) · International Conference on Signal Processing, Communication, Power and Embedded System (SCOPES) · doi:10.1109/scopes.2016.7955682 · Cited by 42 · see citing works
Towards an Internet of Things based architectural framework for defence
Ray, P. P. (2015) · International Conference on Control, Instrumentation, Communication and Computational Technologies · doi:10.1109/iccicct.2015.7475314 · Cited by 40 · see citing works
HomeCloud: An edge cloud framework and testbed for new application delivery
Pan, J., Ma, L., Ravindran, R., & TalebiFard, P. (2016) · doi:10.1109/ict.2016.7500391 · Cited by 37 · see citing works
Federated edge-assisted mobile clouds for service provisioning in heterogeneous IoT environments
Farris, I., Militano, L., Nitti, M., Atzori, L., & Iera, A. (2015) · IEEE World Forum on Internet of Things (WF-IoT) · doi:10.1109/wf-iot.2015.7389120 · Cited by 35 · see citing works
Minimizing dependency on internetwork: Is dew computing a solution?
Ray, P. P. (2018) · Transactions on Emerging Telecommunications Technologies · doi:10.1002/ett.3496 · Cited by 35 · see citing works
Generic Internet of Things architecture for smart sports
Ray, P. P. (2015) · International Conference on Control, Instrumentation, Communication and Computational Technologies · doi:10.1109/iccicct.2015.7475313 · Cited by 31 · see citing works
Development and user evaluation of a virtual rehabilitation system for wobble board balance training
Fitzgerald, D., Trakarnratanakul, N., Dunne, L. E., Smyth, B., & Caulfield, B. M. (2008) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/iembs.2008.4650134 · Cited by 29 · see citing works
An IR Sensor Based Smart System to Approximate Core Body Temperature
Ray, P. P. (2017) · Journal of Medical Systems · doi:10.1007/s10916-017-0770-z · Cited by 25 · see citing works
Creating Values out of Internet of Things: An Industrial Perspective
Ray, P. P. (2016) · Journal of Computer Networks and Communications · doi:10.1155/2016/1579460 · Cited by 24 · see citing works
Real-time stream mining: online knowledge extraction using classifier networks
Canzian, L., & van der Schaar, M. (2015) · IEEE Network · doi:10.1109/mnet.2015.7293299 · Cited by 23 · see citing works
Internet of Things cloud based smart monitoring of air borne PM2.5 density level
Ray, P. P. (2016) · International Conference on Signal Processing, Communication, Power and Embedded System (SCOPES) · doi:10.1109/scopes.2016.7955590 · Cited by 20 · see citing works
Performance evaluation of remote display access for mobile cloud computing
Lin, Y., Kämäräinen, T., Francesco, M. D., & Ylä-Jääski, A. (2015) · Computer Communications · doi:10.1016/j.comcom.2015.05.006 · Cited by 17 · see citing works
Griffin, D. P., Miguel Rio, C., Simoens, P., Smet, P., Vandeputte, F., Vermoesen, L., Bursztynowski, D., & Schamel, F. (2014) · European Conference on Networks and Communications · doi:10.1109/eucnc.2014.6882684 · Cited by 17 · see citing works
Towards pervasive and mobile gaming with distributed cloud infrastructure
Kämäräinen, T., Siekkinen, M., Xiao, Y., & Ylä-Jääski, A. (2014) · Network and System Support for Games · doi:10.5555/2755535.2755555 · Cited by 16 · see citing works
An Internet of Things based approach to thermal comfort measurement and monitoring
Ray, P. P. (2016) · International Conference on Advanced Computing and Communication Systems (ICACCS) · doi:10.1109/icaccs.2016.7586398 · Cited by 16 · see citing works
Approximation of fruit ripening quality index for IoT based assistive e-healthcare
Ray, P. P., Dash, D., & De, D. (2018) · Microsystem Technologies · doi:10.1007/s00542-018-4238-y · Cited by 13 · see citing works
Communicating through Visible Light:Internet of Things Perspective
Ray, P. P. (2016) · doi:10.18520/cs/v111/i12/1903-1905 · Cited by 9 · see citing works
Leveraging edge analysis for Internet of Things based healthcare solutions
Madukwe, K. J., Ezika, I. J. F., & Iloanusi, O. N. (2017) · IEEE International Conference on Electro-Technology for National Development (NIGERCON) · doi:10.1109/nigercon.2017.8281940 · Cited by 9 · see citing works
Research on the Predicting Model of Convenience Store Model Based on Digital Twins
Xiuyu, C., & Guan, T. (2018) · International Conference on Smart Grid and Electrical Automation (ICSGEA) · doi:10.1109/icsgea.2018.00062 · Cited by 9 · see citing works
Internet of Things based smart measurement and monitoring of wood Equilibrium Moisture Content
Ray, P. P. (2015) · doi:10.1109/smartsens.2015.7873612 · Cited by 8 · see citing works
Towards internet of things based society
Ray, P. P. (2016) · International Conference on Signal Processing, Communication, Power and Embedded System (SCOPES) · doi:10.1109/scopes.2016.7955849 · Cited by 6 · see citing works
Obligations behind Quantum Internet Dream
Ray, P. P. (2017) · doi:10.18520/cs/v112/i11/2175-2176 · Cited by 2 · see citing works
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7 of the 90 references couldn’t be matched to a known paper.
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Nguyen, D. C., Ding, M., Pathirana, P. N., Seneviratne, A., Li, J., & Vincent Poor, H. (2021) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2021.3075439 · Cited by 1,503 · see citing works
“For example, OPC-UA has been applied widely for edgeIoT scenarios [210].”
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Nguyen, D., Ding, M., Pathirana, P. N., Seneviratne, A., Li, J., & Poor, H. (2021) · Deakin Research Online (Deakin University) · Cited by 889 · see citing works
Pham, Q., Fang, F., Ha, V. N., Piran, M. J., Le, M., Le, L. B., Hwang, W., & Ding, Z. (2020) · IEEE Access · doi:10.1109/access.2020.3001277 · Cited by 887 · see citing works
Himeur, Y., Elnour, M., Fadli, F., Meskin, N., Petri, I., Rezgui, Y., Bensaali, F., & Amira, A. (2022) · Artificial Intelligence Review · doi:10.1007/s10462-022-10286-2 · Cited by 607 · see citing works
A systematic review of IoT in healthcare: Applications, techniques, and trends
Haghi Kashani, M., Madanipour, M., Nikravan, M., Asghari, P., & Mahdipour, E. (2021) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2021.103164 · Cited by 491 · see citing works
Medical 4.0 technologies for healthcare: Features, capabilities, and applications
Haleem, A., Javaid, M., Pratap Singh, R., & Suman, R. (2022) · Internet of Things and Cyber-Physical Systems · doi:10.1016/j.iotcps.2022.04.001 · Cited by 468 · see citing works
Machine learning and deep learning approach for medical image analysis: diagnosis to detection
Rana, M., & Bhushan, M. (2022) · Multimedia Tools and Applications · doi:10.1007/s11042-022-14305-w · Cited by 367 · see citing works
Recent Advancements in Emerging Technologies for Healthcare Management Systems: A Survey
Junaid, S. B., Imam, A. A., Balogun, A. O., Silva, L. C. D., Surakat, Y. A., Kumar, G., Abdulkarim, M., Shuaibu, A. N., Garba, A., Sahalu, Y., et al. (2022) · Healthcare · doi:10.3390/healthcare10101940 · Cited by 398 · see citing works
Rauniyar, A., Hagos, D. H., Jha, D., Håkegård, J. E., Bagci, U., Rawat, D. B., & Vlassov, V. (2024) · IEEE Internet of Things Journal · doi:10.1109/jiot.2023.3329061 · Cited by 315 · see citing works
Reliability in Internet of Things: Current Status and Future Perspectives
Xing, L. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.2993216 · Cited by 260 · see citing works
Energy-Efficient Industrial Internet of Things: Overview and Open Issues
Mao, W., Zhao, Z., Chang, Z., Min, G., & Gao, W. (2021) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2021.3067026 · Cited by 226 · see citing works
Edge computing: current trends, research challenges and future directions
Carvalho, G., Cabral, B., Pereira, V., & Bernardino, J. (2021) · Computing · doi:10.1007/s00607-020-00896-5 · Cited by 223 · see citing works
TinyML for Ultra-Low Power AI and Large Scale IoT Deployments: A Systematic Review
Schizas, N., Karras, A., Karras, C., & Sioutas, S. (2022) · Future Internet · doi:10.3390/fi14120363 · Cited by 236 · see citing works
Blockchain for Edge of Things: Applications, Opportunities, and Challenges
Gadekallu, T. R., Pham, Q.-V., Nguyen, D. C., Maddikunta, P. K. R., Deepa, N., Prabadevi, B., Pathirana, P. N., Zhao, J., & Hwang, W.-J. (2022) · IEEE Internet of Things Journal · doi:10.1109/jiot.2021.3119639 · Cited by 217 · see citing works
Internet of Things for Healthcare Using Effects of Mobile Computing: A Systematic Literature Review
Nazir, S., Ali, Y., Ullah, N., & García‐Magariño, I. (2019) · Wireless Communications and Mobile Computing · doi:10.1155/2019/5931315 · Cited by 175 · see citing works
Industry 4.0 Disruption and Its Neologisms in Major Industrial Sectors: A State of the Art
Bongomin, O., Yemane, A., Kembabazi, B., Malanda, C., Mwape, M. C., Mpofu, N. S., & Tigalana, D. (2020) · Journal of Engineering · doi:10.1155/2020/8090521 · Cited by 177 · see citing works
The Role of the Internet of Things in Healthcare: Future Trends and Challenges
Aghdam, Z. N., Rahmani, A. M., & Hosseinzadeh, M. (2020) · Computer Methods and Programs in Biomedicine · doi:10.1016/j.cmpb.2020.105903 · Cited by 153 · see citing works
A comprehensive survey on digital twin for future networks and emerging Internet of Things industry
Hakiri, A., Gokhale, A. S., Yahia, S. B., & Mellouli, N. (2024) · Computer Networks · doi:10.1016/j.comnet.2024.110350 · Cited by 170 · see citing works
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Basir, R., Qaisar, S., Ali, M., Aldwairi, M., Ashraf, M. I., Mahmood, A., & Gidlund, M. (2019) · Sensors · doi:10.3390/s19214807 · Cited by 145 · see citing works
Data Security in Healthcare Industrial Internet of Things With Blockchain
Khan, A. A., Bourouis, S., Kamruzzaman, M. M., Hadjouni, M., Shaikh, Z. A., Laghari, A. A., Elmannai, H., & Dhahbi, S. (2023) · IEEE Sensors Journal · doi:10.1109/jsen.2023.3273851 · Cited by 141 · see citing works
Khan, W., Kumar, T., Zhang, C., Raj, K., Roy, A. M., & Luo, B. (2023) · Big Data and Cognitive Computing · doi:10.3390/bdcc7020097 · Cited by 143 · see citing works
Natesha, B. V., & Guddeti, R. M. R. (2021) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2020.102972 · Cited by 126 · see citing works
Edge Intelligence for Data Handling and Predictive Maintenance in IIOT
Hafeez, T., Xu, L., & McArdle, G. (2021) · IEEE Access · doi:10.1109/access.2021.3069137 · Cited by 124 · see citing works
Virtual reality: A survey of enabling technologies and its applications in IoT
Hu, M., Luo, X., Chen, J., Lee, Y. C., Zhou, Y., & Wu, D. (2021) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2020.102970 · Cited by 117 · see citing works
Ray, P. P., Dash, D., & Kumar, N. (2020) · Computer Communications · doi:10.1016/j.comcom.2020.05.029 · Cited by 117 · see citing works
Nguyen, T., Nguyen, H. M., & Gia, T. N. (2024) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2024.103884 · Cited by 127 · see citing works
Healthcare Internet of Things: Security Threats, Challenges, and Future Research Directions
Adil, M., Khan, M. K., Kumar, N., Attique, M., Farouk, A., Guizani, M., & Jin, Z. (2024) · IEEE Internet of Things Journal · doi:10.1109/jiot.2024.3360289 · Cited by 113 · see citing works
Badidi, E. (2023) · Future Internet · doi:10.3390/fi15110370 · Cited by 113 · see citing works
A review of IoT systems to enable independence for the elderly and disabled individuals
Pérez, A. J., Siddiqui, F. A., Zeadally, S., & Lane, D. R. (2022) · Internet of Things · doi:10.1016/j.iot.2022.100653 · Cited by 107 · see citing works
Edge Intelligence: Concepts, Architectures, Applications, and Future Directions
Mendez, J., Bierzynski, K., Cuéllar, M. P., & Morales, D. P. (2022) · ACM Transactions on Embedded Computing Systems · doi:10.1145/3486674 · Cited by 108 · see citing works
Gavrilović, N., & Mishra, A. (2020) · Journal of Ambient Intelligence and Humanized Computing · doi:10.1007/s12652-020-02197-3 · Cited by 96 · see citing works
Towards development of IoT-ML driven healthcare systems: A survey
Sworna, N. S., Islam, A. K. M. M., Shatabda, S., & Islam, S. (2021) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2021.103244 · Cited by 95 · see citing works
Haseeb, K., Din, I. U., Almogren, A., Ahmed, I., & Guizani, M. (2021) · Sustainable Cities and Society · doi:10.1016/j.scs.2021.102779 · Cited by 93 · see citing works
Andronie, M., Lăzăroiu, G., Karabolevski, O. L., Ștefănescu, R., Hurloiu, I., Dijmarescu, A. D., & Dijmărescu, I. (2022) · Electronics · doi:10.3390/electronics12010022 · Cited by 88 · see citing works
An edge-cloud collaborative computing platform for building AIoT applications efficiently
Rong, G., Xu, Y., Tong, X., & Fan, H. (2021) · Journal of Cloud Computing Advances Systems and Applications · doi:10.1186/s13677-021-00250-w · Cited by 89 · see citing works
Manogaran, G., Mumtaz, S., Mavromoustakis, C. X., Pallis, E., & Mastorakis, G. N. (2021) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2021.3058689 · Cited by 79 · see citing works
Adil, M., & Khan, M. K. (2021) · Sustainable Cities and Society · doi:10.1016/j.scs.2021.103311 · Cited by 78 · see citing works
Multipurpose medical image watermarking for effective security solutions
Sinhal, R., Sharma, S., Ansari, I. A., & Bajaj, V. (2022) · Multimedia Tools and Applications · doi:10.1007/s11042-022-12082-0 · Cited by 66 · see citing works
Integration of federated learning with IoT for smart cities applications, challenges, and solutions
Ghadi, Y. Y., Mazhar, T., Shah, S. F. A., Haq, I., Ahmad, W., Ouahada, K., & Hamam, H. (2023) · PeerJ Computer Science · doi:10.7717/peerj-cs.1657 · Cited by 66 · see citing works
Alsabah, M. Q., Naser, M. A., Albahri, A. S., Albahri, A. S., Alamoodi, A. H., Abdulhussain, S. H., & Alzubaidi, L. (2025) · Artificial Intelligence Review · doi:10.1007/s10462-025-11342-3 · Cited by 84 · see citing works
A survey of privacy-preserving offloading methods in mobile-edge computing
Li, T., He, X., Jiang, S., & Liu, J. (2022) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2022.103395 · Cited by 60 · see citing works
Enabling All In-Edge Deep Learning: A Literature Review
Joshi, P., Hasanuzzaman, M., Thapa, C., Afli, H., & Scully, T. (2023) · IEEE Access · doi:10.1109/access.2023.3234761 · Cited by 60 · see citing works
Avan, A., Azim, A., & Mahmoud, Q. H. (2023) · Electronics · doi:10.3390/electronics12122599 · Cited by 61 · see citing works
Ray, P., Dash, D., & De, D. (2019) · Journal of medical systems · doi:10.1007/s10916-019-1417-z · Cited by 44 · see citing works
Sensing and Artificial Intelligent Maternal-Infant Health Care Systems: A Review
Ahmad, S. G., Iqbal, T., Javaid, A., Munir, E. U., Kirn, N., Jan, S. U., & Ramzan, N. (2022) · Sensors · doi:10.3390/s22124362 · Cited by 57 · see citing works
Emphasizing privacy and security of edge intelligence with machine learning for healthcare
Rajendran, S., Mathivanan, S. K., Jayagopal, P., Janaki, K. P., B, B. A. M. M., Suganya, P., & Somanathan, M. S. (2021) · International Journal of Intelligent Computing and Cybernetics · doi:10.1108/ijicc-05-2021-0099 · Cited by 49 · see citing works
Rural Healthcare IoT Architecture Based on Low-Energy LoRa
Dimitrievski, A., Filiposka, S., Muñoz, F. J. M., Zdravevski, E., Lameski, P., Pires, I. M., García, N. M., Lousado, J. P., & Trajkovik, V. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18147660 · Cited by 49 · see citing works
Caiazza, C., Giordano, S., Luconi, V., & Vecchio, A. (2022) · Computer Communications · doi:10.1016/j.comcom.2022.07.026 · Cited by 47 · see citing works
Machine learning based multipurpose medical image watermarking
Sinhal, R., & Ansari, I. A. (2023) · Neural Computing and Applications · doi:10.1007/s00521-023-08457-5 · Cited by 48 · see citing works
Sathiya, V., Nagalakshmi, K., JEEVAMALAR, J., Babu, R. A., Karthi, R., Acevedo-Duque, Á., Lavanya, R., & Ramabalan, S. (2023) · Socio-Economic Planning Sciences · doi:10.1016/j.seps.2023.101510 · Cited by 46 · see citing works
Federated learning at the edge in Industrial Internet of Things: A review
Kumar, S., Vahabi, M., & Fotouhi, H. (2025) · Sustainable Computing Informatics and Systems · doi:10.1016/j.suscom.2025.101087 · Cited by 59 · see citing works
Vamshi Krishna, B., Reddy, P. C. S., Kumar, K. A., Jagadish, R. M., Sharma, S., Prasad, M. L., Sucharitha, Y., Tayubi, I. A., & Thakur, G. K. (2025) · Artificial Intelligence Review · doi:10.1007/s10462-025-11381-w · Cited by 49 · see citing works
Data Aggregation Mechanisms on the Internet of Things: A Systematic Literature Review
Yousefi, S., Karimipour, H., & Derakhshan, F. (2021) · Internet of Things · doi:10.1016/j.iot.2021.100427 · Cited by 44 · see citing works
Looking at Fog Computing for E-Health through the Lens of Deployment Challenges and Applications
Vilela, P. H., Rodrigues, J. J. P. C., Righi, R. D. R., Kozlov, S. A., & Rodrigues, V. F. (2020) · Sensors · doi:10.3390/s20092553 · Cited by 43 · see citing works
Alnahdi, A., & Toka, L. (2024) · IEEE Access · doi:10.1109/access.2024.3367118 · Cited by 49 · see citing works
Nissar, G., Khan, R. A., Mushtaq, S., Lone, S. A., & Moon, A. H. (2024) · Multimedia Tools and Applications · doi:10.1007/s11042-024-18580-7 · Cited by 40 · see citing works
RetractedNovel MEC Based Approaches for Smart Hospitals to Combat COVID-19 Pandemic
Ranaweera, P. S., Liyanage, M., & Jurcut, A. D. (2020) · IEEE Consumer Electronics Magazine · doi:10.1109/mce.2020.3031261 · Cited by 38 · see citing works
Moreira, R., Moreira, L. F. R., Munhoz, P. L. A., Lopes, E. A., & Ruas, R. A. A. (2022) · Internet of Things · doi:10.1016/j.iot.2022.100570 · Cited by 37 · see citing works
Mahbub, M., & Shubair, R. M. (2023) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2023.103726 · Cited by 42 · see citing works
Jayasimhan, A., & Pabitha, P. (2024) · Pattern Recognition · doi:10.1016/j.patcog.2024.110671 · Cited by 37 · see citing works
Towards Mobile Edge Computing: Taxonomy, Challenges, Applications and Future Realms
Qadir, J., de Abajo, B. S., Khan, A., García-Zapirain, B., Díez, I. D. L. T., & Mahmood, H. (2020) · IEEE Access · doi:10.1109/access.2020.3026938 · Cited by 38 · see citing works
Kim, C., Jeong, H.-G., Park, W., & Kim, D. (2022) · JMIR Medical Informatics · doi:10.2196/38640 · Cited by 35 · see citing works
Humayun, M., Alsirhani, A., Alserhani, F., Shaheen, M., & Alwakid, G. N. (2024) · Journal of Cloud Computing Advances Systems and Applications · doi:10.1186/s13677-024-00602-2 · Cited by 39 · see citing works
When machine learning meets Network Management and Orchestration in Edge-based networking paradigms
Shahraki, A., Ohlenforst, T., & Kreyß, F. (2022) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2022.103558 · Cited by 34 · see citing works
Remaining useful life prediction based on state assessment using edge computing on deep learning
Hsu, H.-Y., Srivastava, G., Wu, H., & Chen, M. (2020) · Computer Communications · doi:10.1016/j.comcom.2020.05.035 · Cited by 35 · see citing works
Connectivity Standards Alliance Matter: State of the art and opportunities
Belli, D., Barsocchi, P., & Palumbo, F. (2023) · Internet of Things · doi:10.1016/j.iot.2023.101005 · Cited by 31 · see citing works
Das, J., Ghosh, S., Mukherjee, A., Ghosh, S. K., & Buyya, R. (2022) · Software Practice and Experience · doi:10.1002/spe.3078 · Cited by 30 · see citing works
Security paradigm for remote health monitoring edge devices in internet of things
Gupta, D., Rani, S., Raza, S., Qureshi, N. M. F., Mansour, R. F., & Ragab, M. (2023) · Journal of King Saud University - Computer and Information Sciences · doi:10.1016/j.jksuci.2022.12.020 · Cited by 29 · see citing works
Optimized Energy Efficient Strategy for Data Reduction Between Edge Devices in Cloud-IoT
Mukherjee, D., Ghosh, S., Pal, S., Akila, D., Jhanjhi, N. Z., Masud, M., & AlZain, M. A. (2022) · Computers, materials & continua/Computers, materials & continua (Print) · doi:10.32604/cmc.2022.023611 · Cited by 29 · see citing works
Analyzing Threats and Attacks in Edge Data Analytics within IoT Environments
Mahadevappa, P., Al-amri, R., Alkawsi, G. A., Alkahtani, A. A., Alghenaim, M. F., & Alsamman, M. (2024) · IoT · doi:10.3390/iot5010007 · Cited by 32 · see citing works
Security and Interoperability Issues with Internet of Things (IoT) in Healthcare Industry: A Survey
Abou-Nassar, E. M., Elkafrawy, P., & El‐Latif, A. A. A. (2021) · Studies in big data · doi:10.1007/978-3-030-85428-7_7 · Cited by 28 · see citing works
Dew-based offline computing architecture for healthcare IoT
Medhi, K., Ahmed, N., & Hussain, M. I. (2021) · ICT Express · doi:10.1016/j.icte.2021.09.005 · Cited by 25 · see citing works
Kiangala, K. S., & Wang, Z. (2021) · Processes · doi:10.3390/pr9112084 · Cited by 25 · see citing works
GFRX: A New Lightweight Block Cipher for Resource-Constrained IoT Nodes
Zhang, X., Tang, S., Li, T., Li, X., & Wang, C. (2023) · Electronics · doi:10.3390/electronics12020405 · Cited by 25 · see citing works
Mutiny! How Does Kubernetes Fail, and What Can We Do About It?
Barletta, M., Cinque, M., Martino, C. D., Kalbarczyk, Z., & Iyer, R. K. (2024) · International Conference on Dependable Systems & Networks/Proceedings · doi:10.1109/dsn58291.2024.00016 · Cited by 24 · see citing works
Non-functional requirements elicitation for edge computing
Gupta, S. (2022) · Internet of Things · doi:10.1016/j.iot.2022.100503 · Cited by 24 · see citing works
Rong, C., Wang, H., Gao, H., Cai, W., Han, W., Zhang, X., Jie, H., Lay-Ekuakille, A., Xu, Y., & Zhao, Z. (2025) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2025.116013 · Cited by 23 · see citing works
Gesture Recognition With Ultrasounds and Edge Computing
Saez, B., Mendez, J., Molina, M., Castillo, E., Cuéllar, M. P., & Morales, D. P. (2021) · IEEE Access · doi:10.1109/access.2021.3064390 · Cited by 22 · see citing works
Real- Time Healthcare Monitoring and Treatment System Based Microcontroller with IoT
Awsaj, M. K., Mashhadany, Y. I. M. A., & Fourati, L. C. (2023) · International Conference on Developments in eSystems Engineering (DeSE) · doi:10.1109/dese58274.2023.10099758 · Cited by 22 · see citing works
Srivastava, A., & Paulus, R. (2022) · Concurrency and Computation Practice and Experience · doi:10.1002/cpe.7535 · Cited by 20 · see citing works
Integration of Edge–AI Into IoT–Cloud Architecture for Landslide Monitoring and Prediction
Joshi, A., Agarwal, S., Kanungo, D. P., & Panigrahi, R. K. (2023) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2023.3319671 · Cited by 20 · see citing works
Toward the Internet of Medical Things: Architecture, trends and challenges
Niu, Q., Li, H., Liu, Y., Qin, Z., Zhang, L., Chen, J., & Lv, Z. (2023) · Mathematical Biosciences & Engineering · doi:10.3934/mbe.2024028 · Cited by 23 · see citing works
Standalone edge AI-based solution for Tomato diseases detection
Majeed, Y., Ojo, M. O., & Zahid, A. (2024) · Smart Agricultural Technology · doi:10.1016/j.atech.2024.100547 · Cited by 19 · see citing works
Secure Smart Healthcare Framework Using Lightweight DNA Sequence and Chaos for Mobile-Edge Computing
Singh, A. P., Chatterjee, K., Singh, A. K., & Kumar, N. (2022) · IEEE Internet of Things Journal · doi:10.1109/jiot.2022.3219113 · Cited by 19 · see citing works
Robust and Secure Medical Image Watermarking for Edge-Enabled e-Healthcare
Singh, P., Devi, K. J., Thakkar, H. K., Bilal, M., Nayyar, A., & Kwak, D. (2023) · IEEE Access · doi:10.1109/access.2023.3335172 · Cited by 18 · see citing works
Review on Approaches of Federated Modeling in Anomaly-Based Intrusion Detection for IoT Devices
Audi, U. I., Danyaro, K. U., Muazu, A. A., & Maiwada, U. D. (2024) · IEEE Access · doi:10.1109/access.2024.3369915 · Cited by 21 · see citing works
Gougeh, R. A., & Žilić, Ž. (2024) · Sensors · doi:10.3390/s24185939 · Cited by 18 · see citing works
Ray, P. P., Dash, D., & De, D. (2019) · The Journal of Supercomputing · doi:10.1007/s11227-019-03089-w · Cited by 16 · see citing works
An Edge Computing Paradigm for Time-Sensitive Applications
Jain, A., & Jat, D. S. (2020) · World Conference on Smart Trends in Systems, Security and Sustainability (WorldS4) · doi:10.1109/worlds450073.2020.9210325 · Cited by 16 · see citing works
A Patient Management System Using an Edge Computing-Based IoT Pulse Oximeter
Joo, M.-I., Kang, D.-Y., Kang, M. S., & Kim, H. (2024) · Applied Sciences · doi:10.3390/app14010414 · Cited by 16 · see citing works
Healthcare Domain in IoT with Blockchain Based Security- A Researcher's Perspectives
Yogeshwar, A., & Kamalakkannan, S. (2021) · International Conference on Intelligent Computing and Control Systems (ICICCS) · doi:10.1109/iciccs51141.2021.9432198 · Cited by 18 · see citing works
Streaming service provisioning in IoT‐based healthcare: An integrated edge‐cloud perspective
Ray, P. P., Dash, D., & Moustafa, N. (2020) · Transactions on Emerging Telecommunications Technologies · doi:10.1002/ett.4109 · Cited by 14 · see citing works
Enhancing Medical Services Through Machine Learning and UAV Technology
Saeed, R. A., Saeed, M. M. A., Ahmed, Z. E., & Hashim, A. H. A. (2024) · Advances in computational intelligence and robotics book series · doi:10.4018/979-8-3693-0578-2.ch012 · Cited by 13 · see citing works
Wang, B., Zhang, Z., Song, Y., Chen, M., & Liu, D. (2025) · IEEE Internet of Things Journal · doi:10.1109/jiot.2025.3541273 · Cited by 13 · see citing works
Edge computing in IoT for smart healthcare
Yaraziz, M. S., Safa, N. S., & Azad, M. A. (2024) · Journal of Ambient Intelligence and Smart Environments · doi:10.3233/ais-230009 · Cited by 12 · see citing works
TRBFT: An Efficient Blockchain Consensus for Edge-Computing-Enabled IoT Systems
Zheng, J., & Zhang, Y. (2025) · IEEE Internet of Things Journal · doi:10.1109/jiot.2025.3529723 · Cited by 12 · see citing works
MedGini: Gini index based sustainable health monitoring system using dew computing
Karmakar, A., Banerjee, P. S., De, D., Bandyopadhyay, S., & Ghosh, P. (2022) · Medicine in Novel Technology and Devices · doi:10.1016/j.medntd.2022.100145 · Cited by 12 · see citing works
Dwivedi, A., & Pant, R. (2019) · Journal of King Saud University - Computer and Information Sciences · doi:10.1016/j.jksuci.2019.10.001 · Cited by 12 · see citing works
Dynamic cooperative caching strategy for delay-sensitive applications in edge computing environment
Li, C., & Zhang, J. (2020) · The Journal of Supercomputing · doi:10.1007/s11227-020-03191-4 · Cited by 12 · see citing works
Role of artificial intelligence in health monitoring using IoT based wearable sensors: A survey
Shaw, L., & Gohel, H. (2025) · Internet of Things · doi:10.1016/j.iot.2025.101761 · Cited by 11 · see citing works
- Authors
- Ray, P. P., Dash, D., & De, D.
- Affiliations
- Sikkim University (IN)
- National Institute of Technology Patna (IN)
- Maulana Abul Kalam Azad University of Technology, West Bengal (IN)
- Corresponding author
- Ray, Partha Pratim
- Venue
- Journal of Network and Computer Applications
- Publisher
- Elsevier BV
- Published
- 2019-08
- Volume
- 140
- Pages
- 1-22
- ISSN
- 1084-8045 (ISSN-L)
- OpenAlex
- W2944604407
- Cited by
- 241
- References
- 90
- Citations by year
- 2026: 13 · 2025: 35 · 2024: 40 · 2023: 36 · 2022: 45 · 2021: 39 · 2020: 26 · 2019: 7
- FWCI
- 16.02
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Network and Computer Applications (publishedVersion)
- 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 › Hardware and Architecture › Energy Efficiency in Computing
- Keywords
- edge computing, Internet of Things, e-health, smart healthcare, latency reduction, bandwidth reduction, smart sensors, smart cities, testbed
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