The DOI matches its Crossref record; 80 of the 80 references it cites were found in a registry or an index.
IoT-Based Big Data Storage Systems in Cloud Computing: Perspectives and Challenges
Abstract
Internet of Things (IoT) related applications have emerged as an important field for both engineers and researchers, reflecting the magnitude and impact of data-related problems to be solved in contemporary business organizations especially in cloud computing. This paper first provides a functional framework that identifies the acquisition, management, processing and mining areas of IoT big data, and several associated technical modules are defined and described in terms of their key characteristics and capabilities. Then current research in IoT application is analyzed, moreover, the challenges and opportunities associated with IoT big data research are identified. We also report a study of critical IoT application publications and research topics based on related academic and industry publications. Finally, some open issues and some typical examples are given under the proposed IoT-related research framework.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
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?
In the citing paper
“Such a validation process is essential, since it provides a decentralized solution to the Byzantine Generals' Problem [13] that shows how to reach an agreement among different entities (generals) to do something (a battle plan) when such entities do not trust each other and when they only exchange messages that may be malicious (i.e., they may come from traitors).”
From A Review on the Application of Blockchain to the Next Generation of Cybersecure Industry 4.0 Smart Factories (2019) · cites this paper as [13]
Citations
Cites
Linked Data - The Story So Far
Bizer, C., Heath, T., & Berners‐Lee, T. (2009) · International Journal on Semantic Web and Information Systems · doi:10.4018/jswis.2009081901 · Cited by 4,646
Rdf vocabulary description language 1.0 : Rdf schema
Brickley, D. (2004) · Medical Entomology and Zoology · Cited by 1,428
Dynamic searchable symmetric encryption
Kamara, S., Papamanthou, C., & Roeder, T. (2012) · ACM SIGSAC Conference on Computer and Communications Security (CCS) · doi:10.1145/2382196.2382298 · Cited by 1,134
Cloud of Things: Integrating Internet of Things and cloud computing and the issues involved
Aazam, M., Khan, I., Alsaffar, A. A., & Huh, E. (2014) · International Bhurban Conference on Applied Sciences and Technology (IBCAST) · doi:10.1109/ibcast.2014.6778179 · Cited by 450
A comparison of join algorithms for log processing in MaPreduce
Blanas, S., Patel, J. M., Ercegovac, V., Rao, J., Shekita, E. J., & Tian, Y. (2010) · ACM SIGMOD International Conference on Management of Data (SIGMOD) · doi:10.1145/1807167.1807273 · Cited by 415
An IoT-Oriented Data Storage Framework in Cloud Computing Platform
Jiang, L., Xu, L. D., Cai, H., Jiang, Z., Bu, F., & Xu, B. (2014) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2014.2306384 · Cited by 352
Self-citationCloudThings: A common architecture for integrating the Internet of Things with Cloud Computing
Zhou, J., Leppänen, T., Harjula, E., Ylianttila, M., Ojala, T., Chen, Y., Jin, H., & Yang, L. T. (2013) · International Conference on Computer Supported Cooperative Work in Design (CSCWD) · doi:10.1109/cscwd.2013.6581037 · Cited by 257
A survey of large-scale analytical query processing in MapReduce
Doulkeridis, C., & Nørvåg, K. (2013) · The VLDB Journal · doi:10.1007/s00778-013-0319-9 · Cited by 224
Optimizing Multiway Joins in a Map-Reduce Environment
Afrati, F., & Ullman, J. D. (2011) · IEEE Transactions on Knowledge and Data Engineering · doi:10.1109/tkde.2011.47 · Cited by 190
IoT-Based Configurable Information Service Platform for Product Lifecycle Management
Cai, H., Xu, L. D., Xu, B., Xie, C., Qin, S., & Jiang, L. (2014) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2014.2306391 · Cited by 175
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
A Review on the Use of Blockchain for the Internet of Things
Fernandez-Carames, T. M., & Fraga-Lamas, P. (2018) · IEEE Access · doi:10.1109/access.2018.2842685 · Cited by 1,078
Challenges in deploying machine learning: A survey of case studies
Paleyes, A., Urma, R.-G., & Lawrence, N. D. (2023) · ACM Computing Surveys · doi:10.1145/3533378 · Cited by 638
Edge Computing with Artificial Intelligence: A Machine Learning Perspective
Hua, H., Li, Y., Wang, T., Dong, N., Li, W., & Cao, J. (2022) · ACM Computing Surveys · doi:10.1145/3555802 · Cited by 632
An overview of Internet of Things (IoT): Architectural aspects, challenges, and protocols
Gupta, B. B., & Quamara, M. (2018) · Concurrency and Computation Practice and Experience · doi:10.1002/cpe.4946 · Cited by 517
Future Trends and Current State of Smart City Concepts: A Survey
Kirimtat, A., Krejcar, O., Kertész, A., & Tasgetiren, M. F. (2020) · IEEE Access · doi:10.1109/access.2020.2992441 · Cited by 453
An Overview of IoT Sensor Data Processing, Fusion, and Analysis Techniques
Krishnamurthi, R., Kumar, A., Gopinathan, D., Nayyar, A., & Qureshi, B. (2020) · Sensors · doi:10.3390/s20216076 · Cited by 439
A computation offloading method over big data for IoT-enabled cloud-edge computing
Xu, X., Liu, Q., Luo, Y., Peng, K., Zhang, X., Meng, S., & Qi, L. (2019) · Future Generation Computer Systems · doi:10.1016/j.future.2018.12.055 · Cited by 336
IoT big data analytics for smart homes with fog and cloud computing
Yassine, A., Singh, S., Hossain, M. S., & Muhammad, G. (2018) · Future Generation Computer Systems · doi:10.1016/j.future.2018.08.040 · Cited by 340
A framework of digital technologies for the circular economy: digital functions and mechanisms
Liu, Q., Trevisan, A. H., Yang, M., & Mascarenhas, J. (2022) · Business Strategy and the Environment · doi:10.1002/bse.3015 · Cited by 324
Blockchain Meets Edge Computing: A Distributed and Trusted Authentication System
Guo, S., Hu, X., Guo, S., Qiu, X., & Qi, F. (2019) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2019.2938001 · Cited by 322
Fernandez-Carames, T. M., & Fraga-Lamas, P. (2019) · IEEE Access · doi:10.1109/access.2019.2908780 · Cited by 321
Fu, J.-S., Liu, Y., Chao, H., Bhargava, B., & Zhang, Z. (2018) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2018.2793350 · Cited by 289
Agent-Oriented Cooperative Smart Objects: From IoT System Design to Implementation
Fortino, G., Russo, W., Savaglio, C., Shen, W., & Zhou, M. (2017) · IEEE Transactions on Systems Man and Cybernetics Systems · doi:10.1109/tsmc.2017.2780618 · Cited by 271
Privacy and Security Concerns in Generative AI: A Comprehensive Survey
Golda, A., Mekonen, K. A., Pandey, A., Singh, A., Hassija, V., Chamola, V., & Sikdar, B. (2024) · IEEE Access · doi:10.1109/access.2024.3381611 · Cited by 318
An Empirical Study on System Level Aspects of Internet of Things (IoT)
Swamy, S. N., & Raju, K. S. (2020) · IEEE Access · doi:10.1109/access.2020.3029847 · Cited by 270
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 264
Live Data Analytics With Collaborative Edge and Cloud Processing in Wireless IoT Networks
Sharma, S. K., & Wang, X. (2017) · IEEE Access · doi:10.1109/access.2017.2682640 · Cited by 241
“creates several issues due to specific features of IoT data described in the following [17].”
BackgroundCascading Failures in Internet of Things: Review and Perspectives on Reliability and Resilience
Xing, L. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.3018687 · Cited by 243
Koot, M., Mes, M., & Iacob, M. (2020) · Computers & Industrial Engineering · doi:10.1016/j.cie.2020.107076 · Cited by 225
Singh, R., Singh, E. J., & Nalwa, H. S. (2017) · RSC Advances · doi:10.1039/c7ra07191d · Cited by 219
Secure Healthcare Data Aggregation and Transmission in IoT—A Survey
Ullah, A., Azeem, M., Ashraf, H., Alaboudi, A. A., Humayun, M., & Jhanjhi, N. (2021) · IEEE Access · doi:10.1109/access.2021.3052850 · Cited by 213
Darwish, T. S. J., & Abu Bakar, K. (2018) · IEEE Access · doi:10.1109/access.2018.2815989 · Cited by 232
Shah, S. A., Şeker, D. Z., Hameed, S., & Draheim, D. (2019) · IEEE Access · doi:10.1109/access.2019.2913340 · Cited by 206
Djenna, A., Harous, S., & Saidouni, D. E. (2021) · Applied Sciences · doi:10.3390/app11104580 · Cited by 199
Pouyanfar, S., Yang, Y., Chen, S., Shyu, M., & Iyengar, S. S. (2018) · ACM Computing Surveys · doi:10.1145/3150226 · Cited by 195
Saheb, T., & Izadi, L. (2019) · Telematics and Informatics · doi:10.1016/j.tele.2019.03.005 · Cited by 195
Authentication in cloud-driven IoT-based big data environment: Survey and outlook
Wazid, M., Das, A. K., Hussain, R., Succi, G., & Rodrigues, J. J. P. C. (2018) · Journal of Systems Architecture · doi:10.1016/j.sysarc.2018.12.005 · Cited by 170
Cost-Effective App Data Distribution in Edge Computing
Xia, X., Chen, F., He, Q., Grundy, J., Abdelrazek, M., & Jin, H. (2020) · IEEE Transactions on Parallel and Distributed Systems · doi:10.1109/tpds.2020.3010521 · Cited by 166
Security Considerations for Internet of Things: A Survey
Jurcut, A. D., Niculcea, T., Ranaweera, P. S., & Le‐Khac, N. (2020) · SN Computer Science · doi:10.1007/s42979-020-00201-3 · Cited by 149
A Comprehensive Review on Internet of Things (IoT) and its Implications in the Mining Industry
Molaei, F., Rahimi, E., Siavoshi, H., Afrouz, S. G., & Tenorio, V. O. (2020) · American Journal of Engineering and Applied Sciences · doi:10.3844/ajeassp.2020.499.515 · Cited by 143
Madjid Tavana, D., Hajipour, V., & Oveisi, S. (2020) · Internet of Things · doi:10.1016/j.iot.2020.100262 · Cited by 138
Security Requirements for the Internet of Things: A Systematic Approach
Pal, S., Hitchens, M., Rabehaja, T., & Mukhopadhyay, S. C. (2020) · Sensors · doi:10.3390/s20205897 · Cited by 150
A Review of IoT-Based Smart City Development and Management
Zaman, M., Puryear, N., Abdelwahed, S., & Zohrabi, N. (2024) · Smart Cities · doi:10.3390/smartcities7030061 · Cited by 167
Systematic survey of big data and data mining in internet of things
Shadroo, S., & Rahmani, A. M. (2018) · Computer Networks · doi:10.1016/j.comnet.2018.04.001 · Cited by 117
Edge Computing, IoT and Social Computing in Smart Energy Scenarios
Sittón-Candanedo, I., Alonso, R. S., García, Ó., Muñoz, L., & Rodríguez-González, S. (2019) · Sensors · doi:10.3390/s19153353 · Cited by 114
Hybrid encryption framework for securing big data storage in multi-cloud environment
Viswanath, G., & Krishna, P. V. (2020) · Evolutionary Intelligence · doi:10.1007/s12065-020-00404-w · Cited by 112
Ullah, I., Adhikari, D., Su, X., Palmieri, F., Wu, C., & Choi, C. (2024) · Digital Communications and Networks · doi:10.1016/j.dcan.2024.02.007 · Cited by 111
Bansal, M., Chana, I., & Clarke, S. (2020) · ACM Computing Surveys · doi:10.1145/3419634 · Cited by 110
Salehnia, T., Seyfollahi, A., Raziani, S., Noori, A., Ghaffari, A., Alsoud, A. R., & Abualigah, L. (2023) · Multimedia Tools and Applications · doi:10.1007/s11042-023-16971-w · Cited by 106
Liu, X., Liu, A., Wang, T., Ota, K., Dong, M., Liu, Y., & Cai, Z. (2019) · Journal of Parallel and Distributed Computing · doi:10.1016/j.jpdc.2019.08.012 · Cited by 105
Edge-Cloud Computing for IoT Data Analytics: Embedding Intelligence in the Edge with Deep Learning
Ghosh, A. M., & Grolinger, K. (2020) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2020.3008711 · Cited by 112
A Secure and Efficient Data Integrity Verification Scheme for Cloud-IoT Based on Short Signature
Zhu, H., Yuan, Y., Chen, Y., Zha, Y., Xi, W., Jia, B., & Xin, Y. (2019) · IEEE Access · doi:10.1109/access.2019.2924486 · Cited by 101
Tripathi, A. K., Sharma, K., Bala, M., Kumar, A., Menon, V. G., & Bashir, A. K. (2020) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2020.2995680 · Cited by 98
Data integrity verification of the outsourced big data in the cloud environment: A survey
Zhou, L., Fu, A., Yu, S., Su, M., & Kuang, B. (2018) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2018.08.003 · Cited by 97
Securing Cloud-Based Internet of Things: Challenges and Mitigations
Singh, N., Buyya, R., & Kim, H. (2024) · Sensors · doi:10.3390/s25010079 · Cited by 98
IoB: Internet-of-batteries for electric Vehicles–Architectures, opportunities, and challenges
Li, H., Bin Kaleem, M., Liu, Z., Wu, Y., Liu, W., & Huang, Z. (2023) · Green Energy and Intelligent Transportation · doi:10.1016/j.geits.2023.100128 · Cited by 95
Chen, Y. (2020) · Journal of Cloud Computing Advances Systems and Applications · doi:10.1186/s13677-020-00174-x · Cited by 93
CryptCloud+: Secure and Expressive Data Access Control for Cloud Storage
Ning, J., Cao, Z., Dong, X., Liang, K., Wei, L., & Choo, K. R. (2018) · IEEE Transactions on Services Computing · doi:10.1109/tsc.2018.2791538 · Cited by 93
Sustainable Smart Cities: Convergence of Artificial Intelligence and Blockchain
Sharma, A., Podoplelova, E., Shapovalov, G., Tselykh, A., & Tselykh, A. (2021) · Sustainability · doi:10.3390/su132313076 · Cited by 92
Deep learning for the internet of things: Potential benefits and use-cases
Saleem, T. J., & Chishti, M. A. (2020) · Digital Communications and Networks · doi:10.1016/j.dcan.2020.12.002 · Cited by 91
Kausik, A. K., Rashid, A. B., Baki, R. F., & Maktum, M. M. J. (2025) · Array · doi:10.1016/j.array.2025.100393 · Cited by 112
Resource Management in Cloud and Cloud-influenced Technologies for Internet of Things Applications
Jeyaraj, R., Balasubramaniam, A., Ajay Kumara, M. A., Guizani, N., & Paul, A. (2022) · ACM Computing Surveys · doi:10.1145/3571729 · Cited by 87
RETRACTED ARTICLE: Cluster and cloud computing framework for scientific metrology in flow control
Wang, Y., Li, J., & Wang, H. (2017) · Cluster Computing · doi:10.1007/s10586-017-1199-3 · Cited by 86
RetractedUsing data mining techniques to explore security issues in smart living environments in Twitter
Saura, J. R., Palacios‐Marqués, D., & Soriano, D. R. (2021) · Computer Communications · doi:10.1016/j.comcom.2021.08.021 · Cited by 88
A Reliable IoT Edge Computing Trust Management Mechanism for Smart Cities
Wang, B., Li, M., Jin, X., & Guo, C. (2020) · IEEE Access · doi:10.1109/access.2020.2979022 · Cited by 84
The role of structured and unstructured data managing mechanisms in the Internet of things
Azad, P., Navimipour, N. J., Rahmani, A. M., & Sharifi, A. (2019) · Cluster Computing · doi:10.1007/s10586-019-02986-2 · Cited by 82
A Survey on IoT Big Data Analytic Systems: Current and Future
Sasaki, Y. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2021.3131724 · Cited by 82
A short-term energy prediction system based on edge computing for smart city
Luo, H., Cai, H., Han, Y., Sun, Y. L., Bi, Z., & Jiang, L. (2019) · Future Generation Computer Systems · doi:10.1016/j.future.2019.06.030 · Cited by 84
Self-citationBlockchain-Based Hierarchical Trust Networking for JointCloud
Yang, H., Yuan, J., Yao, H., Yao, Q., Yu, A., & Zhang, J. (2019) · IEEE Internet of Things Journal · doi:10.1109/jiot.2019.2961187 · Cited by 81
Big Data Security through Privacy – Preserving Data Mining (PPDM): A Decentralization Approach
Josphineleela, R., Kaliappan, S., Natrayan, L., & Garg, A. (2023) · International Conference on Electronics and Renewable Systems (ICEARS) · doi:10.1109/icears56392.2023.10085646 · Cited by 79
Adversarial de-noising of electrocardiogram
Wang, J., Li, R., Li, R., Li, K., Zeng, H., Xie, G., & Liu, L. (2019) · Neurocomputing · doi:10.1016/j.neucom.2019.03.083 · Cited by 77
Liu, Y., Yu, W., Rahayu, W. J., & Dillon, T. S. (2023) · IEEE Internet of Things Journal · doi:10.1109/jiot.2023.3246100 · Cited by 80
Blockchain-Based Data Storage With Privacy and Authentication in Internet of Things
Goyat, R., Kumar, G., Alazab, M., Conti, M., Rai, M. K., Thomas, R., Saha, R., & Kim, T.-H. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.3019074 · Cited by 76
A survey study on Internet of Things resource management
Chowdhury, A., & Raut, S. (2018) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2018.07.007 · Cited by 73
Pal, S., Hitchens, M., Varadharajan, V., & Rabehaja, T. (2019) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2019.04.013 · Cited by 73
A Novel Information Processing in IoT Based Real Time Health Care Monitoring System
Raj, J. S. (2020) · Journal of Electronics and Informatics · doi:10.36548/jei.2020.3.006 · Cited by 73
Federated Zero-Shot Industrial Fault Diagnosis With Cloud-Shared Semantic Knowledge Base
Li, B., & Zhao, C. (2023) · IEEE Internet of Things Journal · doi:10.1109/jiot.2023.3243401 · Cited by 73
SmartEdge: An end-to-end encryption framework for an edge-enabled smart city application
Jan, M. A., Zhang, W., Usman, M., Tan, Z., Khan, F., & Luo, E. (2019) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2019.02.023 · Cited by 73
Burhan, M., Alam, H., Arsalan, A., Rehman, R. A., Anwar, M., Faheem, M., & Ashraf, M. W. (2023) · IEEE Access · doi:10.1109/access.2023.3294479 · Cited by 77
Role of IoT technologies in big data management systems: A review and Smart Grid case study
Al-Ali, A. R., Gupta, R., Zualkernan, I. A., & Das, S. K. (2024) · Pervasive and Mobile Computing · doi:10.1016/j.pmcj.2024.101905 · Cited by 72
Nartey, C., Tchao, E. T., Gadze, J. D., Keelson, E., Klogo, G. S., Kommey, B., & Diawuo, K. (2021) · Wireless Communications and Mobile Computing · doi:10.1155/2021/6672482 · Cited by 77
Liu, Y., Dillon, T. S., Yu, W., Rahayu, W. J., & Mostafa, F. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.2981476 · Cited by 71
Tan, H., Wang, Y., Wu, M., Huang, Z., & Miao, Z. (2021) · IEEE Transactions on Neural Networks and Learning Systems · doi:10.1109/tnnls.2021.3053016 · Cited by 68
Blockchain for consortium: A practical paradigm in agricultural supply chain system
kyzy, I. E., Song, H., Vajdi, A., Wang, Y., & Zhou, J. (2021) · Expert Systems with Applications · doi:10.1016/j.eswa.2021.115425 · Cited by 68
Cheng, Y. L., Lim, M. H., & Hui, K. H. (2021) · Sustainable Cities and Society · doi:10.1016/j.scs.2021.103624 · Cited by 70
Yu, T., Wang, X., & Shami, A. A. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2876695 · Cited by 67
Hybrid Keyword-Field Search With Efficient Key Management for Industrial Internet of Things
Miao, Y., Liu, X., Deng, R. H., Wu, H., Li, H., Li, J., & Wu, D. (2018) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2018.2877146 · Cited by 67
Evaluating security and privacy issues of social networks based information systems in Industry 4.0
Saura, J. R., Soriano, D. R., & Palacios‐Marqués, D. (2021) · Enterprise Information Systems · doi:10.1080/17517575.2021.1913765 · Cited by 64
Role of Emerging IoT Big Data and Cloud Computing for Real Time Application
Humayun, M. (2020) · International Journal of Advanced Computer Science and Applications · doi:10.14569/ijacsa.2020.0110466 · Cited by 63
Reliability Modeling of Mesh Storage Area Networks for Internet of Things
Xing, L., Tannous, M., Vokkarane, V. M., Wang, H., & Guo, J. (2017) · IEEE Internet of Things Journal · doi:10.1109/jiot.2017.2749375 · Cited by 63
Bloom filter based optimization scheme for massive data handling in IoT environment
Singh, A., Garg, S., Batra, S., Kumar, N., & Rodrigues, J. J. P. C. (2017) · Future Generation Computer Systems · doi:10.1016/j.future.2017.12.016 · Cited by 63
Han, Y., Park, B., & Jeong, J. (2019) · Procedia Computer Science · doi:10.1016/j.procs.2019.08.105 · Cited by 62
Saura, J. R., Soriano, D. R., & Palacios‐Marqués, D. (2021) · Big Data Research · doi:10.1016/j.bdr.2021.100245 · Cited by 61
Optimizing Lifespan and Energy Consumption by Smart Meters in Green-Cloud-Based Smart Grids
Siddiqui, I. F., Lee, S. U.-J., Abbas, A., & Bashir, A. K. (2017) · IEEE Access · doi:10.1109/access.2017.2752242 · Cited by 58
Future mining based on internet of things (IoT) and sustainability challenges
Pouresmaieli, M., Ataei, M., & Taran, A. (2022) · International Journal of Sustainable Development & World Ecology · doi:10.1080/13504509.2022.2137261 · Cited by 60
Forecasting Appliances Failures: A Machine-Learning Approach to Predictive Maintenance
Fernandes, S., Antunes, M., Santiago, A. R., Barraca, J. P., Gomes, D., & Aguiar, R. L. (2020) · Information · doi:10.3390/info11040208 · Cited by 57
AL-Jumaili, A. H. A., Mashhadany, Y. I. M. A., Sulaiman, R., & Alyasseri, Z. A. A. (2021) · Applied Sciences · doi:10.3390/app11219820 · Cited by 55
Transforming Business Decision Making with Internet of Things (IoT) and Machine Learning (ML)
Ali, M. A. M., Basahr, A., Rabbani, M. R., & Abdulla, Y. (2020) · International Conference on Decision Aid Sciences and Applications (DASA) · doi:10.1109/dasa51403.2020.9317174 · Cited by 55
High-Performance Isolation Computing Technology for Smart IoT Healthcare in Cloud Environments
Zhang⋆, Y., Sun, Y., Jin, R., Lin, K., & Liu, W. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2021.3051742 · Cited by 54
Exploring Scalable, Distributed Real-Time Anomaly Detection for Bridge Health Monitoring
Moallemi, A., Burrello, A., Brunelli, D., & Luca Benini, C. (2022) · IEEE Internet of Things Journal · doi:10.1109/jiot.2022.3157532 · Cited by 54
Kim, Y., Lim, J., Lim, J. H., Hwang, E., Lee, H., Kim, M., Ha, I., Cho, H., Kwon, J., Oh, J., et al. (2023) · Advanced Materials · doi:10.1002/adma.202212294 · Cited by 54
Progress in Bioinspired Photodetectors Design for Visual Information Processing
Wu, Y., Deng, W., Wang, X., Yu, W., Chen, Z., Chen, X., Li, J., Chai, Y., & Zhang, Y. (2023) · Advanced Functional Materials · doi:10.1002/adfm.202302899 · Cited by 54
Awad, F. H., & Hamad, M. M. (2022) · Electronics · doi:10.3390/electronics11060883 · Cited by 53
Large-Scale High-Utility Sequential Pattern Analytics in Internet of Things
Srivastava, G., Lin, J. C., Zhang, X., & Li, Y. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.3026826 · Cited by 52
Business Demand for a Cloud Enterprise Data Warehouse in Electronic Healthcare Computing
Onyebuchi, A., Matthew, U. O., Kazaure, J. S., Okafor, N. U., Okey, O. D., Okochi, P. I., Taiwo, J. F., & Matthew, A. O. (2022) · International Journal of Cloud Applications and Computing · doi:10.4018/ijcac.297098 · Cited by 52
IoT Data Compression and Optimization Techniques in Cloud Storage
Hossain, K., Rahman, M. M., & Roy, S. (2019) · International Journal of Cloud Applications and Computing · doi:10.4018/ijcac.2019040103 · Cited by 51
Cloud-Manufacturing-Based Condition Monitoring Platform With 5G and Standard Information Model
Yang, H., Sun, Z., Jiang, G., Zhao, F., Lu, X., & Mei, X. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.3036870 · Cited by 53
Bagherzadeh, L., Shahinzadeh, H., Shayeghi, H., Dejamkhooy, A., Bayındır, R., & Iranpour, M. (2020) · International Conference on Computational Intelligence for Smart Power System and Sustainable Energy (CISPSSE) · doi:10.1109/cispsse49931.2020.9212195 · Cited by 50
An integrity verification scheme of cloud storage for internet-of-things mobile terminal devices
Lu, X., Pan, Z., & Xian, H. (2019) · Computers & Security · doi:10.1016/j.cose.2019.101686 · Cited by 49
Blockchain technology and IoT-edge framework for sharing healthcare services
Rahman, S. A. E., & Alluhaidan, A. S. (2021) · Soft Computing · doi:10.1007/s00500-021-06041-4 · Cited by 52
Metadata
- Authors
- Cai, H., Xu, B., Jiang, L., & Vasilakos, A. V.
- Affiliations
- Shanghai Jiao Tong University (CN)
- Luleå University of Technology (SE)
- Venue
- IEEE Internet of Things Journal
- Published
- 2017-02
- Volume
- 4
- Issue
- 1
- Pages
- 75-87
- ISSN
- 2327-4662 (ISSN-L)
- 2372-2541
- OpenAlex
- W2532521045
- Cited by
- 588
- References
- 80
- Citations by year
- 2026: 7 · 2025: 32 · 2024: 56 · 2023: 55 · 2022: 80 · 2021: 93 · 2020: 104 · 2019: 76 · 2018: 64 · 2017: 21
- FWCI
- 119.79
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- IEEE Internet of Things Journal (publishedVersion)
- ELARTU (Ternopil National Technical University) (submittedVersion)
- Funders
- National Natural Science Foundation of China (61373030, 71171132)
- Topics
- Physical Sciences › Computer Science › Information Systems › Internet of Things and AI
- Physical Sciences › Computer Science › Computer Networks and Communications › IoT and Edge/Fog Computing
- Physical Sciences › Computer Science › Information Systems › Cloud Computing and Resource Management
- Keywords
- Internet of Things, big data storage, cloud computing, IoT data acquisition, data management, data processing, data mining, functional framework, research challenges
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