A review of data analytics techniques for effective management of big data using IoT

作者: Suntharalingam Senthilananthan , Owais Khalid

DOI: 10.1109/CITISIA50690.2020.9371818

关键词: The InternetAnalyticsData typeInformation privacySet (abstract data type)Data scienceComputer scienceData managementData analysisBig data

摘要: IoT and big data are energetic technology of the world for quite a time, both these have become necessity. On one side where is used to connect different objectives via internet, means having large number set structured, unstructured, semi-structured data. The device processing based on tools used. These help provide meaningful information effective management in domains. Some commonly faced issues with inadequate about technologies related privacy, insufficient analytical capabilities, this issue by domains Data analytics discover pattern consumer preferences which resulting better decision making organizations. major part work review types techniques using IoT. For ABD solution collection, analysis control as components. Each ingredients described find an way manage components considered validation criteria. stage towards devices will user understand elements management.

参考文章(49)
Rahat Iqbal, Faiyaz Doctor, Brian More, Shahid Mahmud, Usman Yousuf, Big Data analytics and Computational Intelligence for Cyber–Physical Systems: Recent trends and state of the art applications Future Generation Computer Systems. ,vol. 105, pp. 766- 778 ,(2017) , 10.1016/J.FUTURE.2017.10.021
Jiaping Lin, Jianwei Niu, Hui Li, Mohammed Atiquzzaman, A Secure and Efficient Location-based Service Scheme for Smart Transportation Future Generation Computer Systems. ,vol. 92, pp. 694- 704 ,(2017) , 10.1016/J.FUTURE.2017.11.030
Venketesh Palanisamy, Ramkumar Thirunavukarasu, Implications of big data analytics in developing healthcare frameworks – A review Journal of King Saud University - Computer and Information Sciences. ,vol. 31, pp. 415- 425 ,(2019) , 10.1016/J.JKSUCI.2017.12.007
Li Zhu, Fei Richard Yu, Yige Wang, Bin Ning, Tao Tang, Big Data Analytics in Intelligent Transportation Systems: A Survey IEEE Transactions on Intelligent Transportation Systems. ,vol. 20, pp. 383- 398 ,(2019) , 10.1109/TITS.2018.2815678
Mamata Rath, Big Data and IoT-Allied Challenges Associated With Healthcare Applications in Smart and Automated Systems International Journal of Strategic Information Technology and Applications. ,vol. 9, pp. 18- 34 ,(2018) , 10.4018/IJSITA.2018040102
Xinqian Zhang, Tingming Wu, Mingsong Chen, Tongquan Wei, Junlong Zhou, Shiyan Hu, Rajkumar Buyya, None, Energy-aware virtual machine allocation for cloud with resource reservation Journal of Systems and Software. ,vol. 147, pp. 147- 161 ,(2019) , 10.1016/J.JSS.2018.09.084
Zhitao Guan, Yue Zhang, Longfei Wu, Jun Wu, Jing Li, Yinglong Ma, Jingjing Hu, APPA: An anonymous and privacy preserving data aggregation scheme for fog-enhanced IoT Journal of Network and Computer Applications. ,vol. 125, pp. 82- 92 ,(2019) , 10.1016/J.JNCA.2018.09.019
M. P. Gopinath, G. S. Tamizharasi, L. Kavisankar, R. Sathyaraj, S. Karthi, S. L. Aarthy, B. Balamurugan, A secure cloud-based solution for real-time monitoring and management of Internet of underwater things (IOUT) Neural Computing and Applications. ,vol. 31, pp. 293- 308 ,(2019) , 10.1007/S00521-018-3774-9
Shan Ren, Yingfeng Zhang, Yang Liu, Tomohiko Sakao, Donald Huisingh, Cecilia M.V.B. Almeida, A comprehensive review of big data analytics throughout product lifecycle to support sustainable smart manufacturing: A framework, challenges and future research directions Journal of Cleaner Production. ,vol. 210, pp. 1343- 1365 ,(2019) , 10.1016/J.JCLEPRO.2018.11.025
Sleiman Farah, David Whaley, Wasim Saman, John Boland, Integrating climate change into meteorological weather data for building energy simulation Energy and Buildings. ,vol. 183, pp. 749- 760 ,(2019) , 10.1016/J.ENBUILD.2018.11.045