Improving Awareness in Ambient-Assisted Living Systems: Consolidated Data Stream Processing

Basit Öğe Kaydı
dc.authoridAktas, Mehmet/0000-0001-7908-5067
dc.contributor.authorIncki, Koray
dc.contributor.authorAktas, Mehmet S.
dc.date.accessioned2025-01-06T17:36:20Z
dc.date.available2025-01-06T17:36:20Z
dc.date.issued2016
dc.description3rd EAI International Conference on Internet of Things (IoT) Technologies for HealthCare (HealthyIoT) -- OCT 18-19, 2016 -- Vasteras, SWEDEN
dc.description.abstractAmbient Assisted Living (AAL) aims providing a quality of life to elderly for sustaining their lives without constant supervision. The technology developments enabled devices with more processing power, longer battery life and more advanced sensor capabilities. Internet of Things (IoT) is a phenomenon that allows seamless interconnection of very small devices over Internet; bringing new opportunities for AAL solutions. AAL systems equipped with IoT devices will generate vast amount of data in short time, thus a big data problem to mangle. This study proposes a simulation infrastructure that allows researchers to create their own AAL scenarios without real devices, and a system architecture to tackle the big data problem that is inferred by utilization of IoT in AAL systems. In order to understand feasibility of the architecture we conduct a performance experiment, in which we increase the number of messages that the system can handle per second. The resulst of the experiment are promising.
dc.description.sponsorshipEuropean Alliance Innovat,ICST,CREATE NET,Springer,Malardalen Univ,Microsoft
dc.identifier.doi10.1007/978-3-319-51234-1_14
dc.identifier.endpage94
dc.identifier.isbn978-3-319-51234-1
dc.identifier.isbn978-3-319-51233-4
dc.identifier.issn1867-8211
dc.identifier.scopus2-s2.0-85011263979
dc.identifier.scopusqualityQ4
dc.identifier.startpage89
dc.identifier.urihttps://doi.org/10.1007/978-3-319-51234-1_14
dc.identifier.urihttps://hdl.handle.net/20.500.14669/1819
dc.identifier.volume187
dc.identifier.wosWOS:000428954100014
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherSpringer International Publishing Ag
dc.relation.ispartofInternet of Things Technologies For Healthcare, Healthyiot 2016
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20241211
dc.subjectAmbient-Assisted Living
dc.subjectInternet of Things
dc.subjectBig data
dc.subjectKafka
dc.subjectComplex-event processing
dc.subjectStream processing
dc.titleImproving Awareness in Ambient-Assisted Living Systems: Consolidated Data Stream Processing
dc.typeConference Object

Dosyalar

Koleksiyon

WoS İndeksli Yayınlar Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu