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Innovative Concepts and Techniques of Data Analytics in Edge Computing Paradigms

Innovative Concepts and Techniques of Data Analytics in Edge Computing Paradigms

Soumya K., Margaret Mary T., Clinton G.
Copyright: © 2022 |Pages: 15
ISBN13: 9781668457009|ISBN10: 1668457008|EISBN13: 9781668457016
DOI: 10.4018/978-1-6684-5700-9.ch010
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MLA

K., Soumya, et al. "Innovative Concepts and Techniques of Data Analytics in Edge Computing Paradigms." Research Anthology on Edge Computing Protocols, Applications, and Integration, edited by Information Resources Management Association, IGI Global, 2022, pp. 182-196. https://doi.org/10.4018/978-1-6684-5700-9.ch010

APA

K., S., T., M. M., & G., C. (2022). Innovative Concepts and Techniques of Data Analytics in Edge Computing Paradigms. In I. Management Association (Ed.), Research Anthology on Edge Computing Protocols, Applications, and Integration (pp. 182-196). IGI Global. https://doi.org/10.4018/978-1-6684-5700-9.ch010

Chicago

K., Soumya, Margaret Mary T., and Clinton G. "Innovative Concepts and Techniques of Data Analytics in Edge Computing Paradigms." In Research Anthology on Edge Computing Protocols, Applications, and Integration, edited by Information Resources Management Association, 182-196. Hershey, PA: IGI Global, 2022. https://doi.org/10.4018/978-1-6684-5700-9.ch010

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Abstract

Edge analytics is an approach to data collection and analysis in which an automated analytical computation is performed on data at a sensor, network switch, or other device instead of waiting for the data to be sent back to a centralized data store. Cloud computing has revolutionized how people store and use their data; however, there are some areas where cloud is limited; latency, bandwidth, security, and a lack of offline access can be problematic. To solve this problem, users need robust, secure, and intelligent on-premise infrastructure for edge computing. When data is physically located closer to the users who connected to it, information can be shared quickly, securely, and without latency. In financial services, gaming, healthcare, and retail, low levels of latency are vital for a great digital customer experience. To improve reliability and faster response times, combing cloud with edge infrastructure from APC by Schneider electrical is proposed.

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