Publication:
Review of the Complexity of Managing Big Data of the Internet of Things

Простая страница элемента
dc.contributor.authorGil, David
dc.contributor.authorMora, Higinio
dc.contributor.authorSzymanski, Julian
dc.contributor.authorJohnsson, Magnus
dc.date.accessioned2024-11-20T09:39:58Z
dc.date.available2024-11-20T09:39:58Z
dc.date.issued2019
dc.description.abstractThere is a growing awareness that the complexity of managing Big Data is one of the main challenges in the developing field of the Internet of Things (IoT). Complexity arises from several aspects of the Big Data life cycle, such as gathering data, storing them onto cloud servers, cleaning and integrating the data, a process involving the last advances in ontologies, such as Extensible Markup Language (XML) and Resource Description Framework (RDF), and the application of machine learning methods to carry out classifications, predictions, and visualizations. In this review, the state of the art of all the aforementioned aspects of Big Data in the context of the Internet of Things is exposed. The most novel technologies in machine learning, deep learning, and data mining on Big Data are discussed as well. Finally, we also point the reader to the state-of-the-art literature for further in-depth studies, and we present the major trends for the future.
dc.identifier.citationReview of the Complexity of Managing Big Data of the Internet of Things / Gil, David [et al.] // Complexity. - 2019. - 10.1155/2019/4592902. - 10.1155/2019/4592902
dc.identifier.doi10.1155/2019/4592902
dc.identifier.urihttps://www.doi.org/10.1155/2019/4592902
dc.identifier.urihttps://www.scopus.com/record/display.uri?eid=2-s2.0-85062350762&origin=resultslist
dc.identifier.urihttp://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=Alerting&SrcApp=Alerting&DestApp=WOS_CPL&DestLinkType=FullRecord&UT=WOS:000458992100001
dc.identifier.urihttps://openrepository.mephi.ru/handle/123456789/16592
dc.relation.ispartofComplexity
dc.titleReview of the Complexity of Managing Big Data of the Internet of Things
dc.typeReview
dspace.entity.typePublication
oaire.citation.volume10.1155/2019/4592902
relation.isOrgUnitOfPublication010157d0-1f75-46b2-ab5b-712e3424b4f5
relation.isOrgUnitOfPublication.latestForDiscovery010157d0-1f75-46b2-ab5b-712e3424b4f5
Файлы
Original bundle
Теперь показываю 1 - 1 из 1
Уменьшенное изображение
Name:
W2914810837.pdf
Size:
2.65 MB
Format:
Adobe Portable Document Format
Description:
Download
Коллекции
Публикации