Improving Awareness in Ambient-Assisted Living Systems: Consolidated Data Stream Processing
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Tarih
2016
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Springer International Publishing Ag
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
Ambient 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.
Açıklama
3rd EAI International Conference on Internet of Things (IoT) Technologies for HealthCare (HealthyIoT) -- OCT 18-19, 2016 -- Vasteras, SWEDEN
Anahtar Kelimeler
Ambient-Assisted Living, Internet of Things, Big data, Kafka, Complex-event processing, Stream processing
Kaynak
Internet of Things Technologies For Healthcare, Healthyiot 2016
WoS Q Değeri
N/A
Scopus Q Değeri
Q4
Cilt
187
