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Title:Obdelava masivnih podatkov pametnih domov na oblačni infrastrukturi : magistrsko delo
Authors:ID Brenčič, Aleks (Author)
ID Rojc, Matej (Mentor) More about this mentor... New window
Files:.pdf MAG_Brencic_Aleks_2025.pdf (2,02 MB)
MD5: 88E593FC9B51FC47943BDA3690E07B10
 
Language:Slovenian
Work type:Master's thesis/paper
Typology:2.09 - Master's Thesis
Organization:FERI - Faculty of Electrical Engineering and Computer Science
Abstract:V magistrski nalogi predstavljamo načrtovanje in razvoj sistema za shranjevanje masovnih podatkov pametnih domov na oblačni infrastrukturi. V nalogi predstavljamo ključne tehnologije, naprave in orodja za zajemanje podatkov v pametnih domovih in shranjevanje in obdelovanje le-teh v oblačnem okolju. Za zajemanje in nadzor pametnega okolja smo uporabili platformo Home Assistant, za oblačno okolje pa Amazon Web Services. Podatki pametnih naprav se iz pametnega okolja pošiljajo na oblačno okolje preko MQTT-protokola, hranijo pa v podatkovni bazi DynamoDB. Oblačna infrastruktura je inicializirana z orodjem Terraform, in omogoča visoko skalabilnost. Cilj razvoja sistema je omogočanje shranjevanja masovnih podatkov pametnih domov z uporabo oblačno infrastrukture, s čimer želimo zagotoviti dolgoročno hrambo in varno obdelavo podatkov, obenem pa omogočiti lažjo integracijo z ostalimi storitvami v oblaku.
Keywords:pametni dom, Amazon Web Services, MQTT, oblačna platforma
Place of publishing:Maribor
Place of performance:Maribor
Publisher:[A. Brenčič]
Year of publishing:2025
Number of pages:1 spletni vir (1 datoteka PDF (XIII, 67 str.))
PID:20.500.12556/DKUM-93414 New window
UDC:004.76:004.6-022.59(043.2)
COBISS.SI-ID:245799683 New window
Publication date in DKUM:13.08.2025
Views:181
Downloads:37
Metadata:XML DC-XML DC-RDF
Categories:KTFMB - FERI
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Licences

License:CC BY-NC-ND 4.0, Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
Link:http://creativecommons.org/licenses/by-nc-nd/4.0/
Description:The most restrictive Creative Commons license. This only allows people to download and share the work for no commercial gain and for no other purposes.
Licensing start date:24.06.2025

Secondary language

Language:English
Title:Processing massive data in smart homes on cloud infrastructure
Abstract:In this master thesis, we present the design and development of a smart home mass storage system on a cloud infrastructure. In this thesis, we present the key technologies, devices and tools for capturing smart home data and storing and processing it in a cloud environment. We used the Home Assistant platform for the smart home environment capture and control, and Amazon Web Services for the cloud environment. Smart device data is sent from the smart home environment to the cloud environment via the MQTT protocol and stored in the DynamoDB database. The cloud infrastructure is initialized with Terraform and allows for high scalability. The aim of the system development is to enable the storage of smart home mass data using cloud infrastructure, to provide long-term storage and secure data processing, while facilitating integration with other cloud services.
Keywords:Smart home, Amazon Web Services, MQTT, cloud platform


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