Wyszukiwarka
Distributed Architectures for Intensive Urban Computing: A Case Study on Smart Lighting for Sustainable Cities
Abstrakt
New information and communication technologies have contributed to the development of the smart city concept. On a physical level, this paradigm is characterised by deploying a substantial number of different devices that can sense their surroundings and generate a large amount of data. The most typical case is image and video acquisition sensors. Recently, these types of sensors are found in abundance in urban spaces and are responsible for producing a large volume of multimedia data. The advanced computer vision methods for this type of multimedia information means that many aspects can be dynamically monitored, which can help implement value-added applications in the city. However, obtaining more elaborate semantic information from these data poses significant challenges related to a large amount of data generated and the processing capabilities required. This work aims to address these issues by using a combination of cloud computing technologies and mobile computing techniques to design a three-layer distributed architecture for intensive urban computing. The approach consists of distributing the processing tasks among a city’s multimedia acquisition devices, a middle computing layer, known as a cloudlet, and a cloud-computing infrastructure. As a result, each part of the architecture can now focus on a small number of tasks for which they are especially designed, and data transmission communication needs are significantly reduced. To this end, the cloud server can hold and centralise the multimedia analysis of processed results from the lower layers. Finally, a case study on smart lighting is described to illustrate the benefits of using the proposed model in smart city environments.
Cytowania
-
2 9
CrossRef
-
0
Web of Science
-
2 5
Scopus
Autorzy (5)
-
Higinio Mora
-
Jesus Peral
-
Antonio Ferrandez
-
David Gil prof.
Cytuj jako
Pełna treść
- Wersja publikacji
- Accepted albo Published Version
- DOI:
- Cyfrowy identyfikator dokumentu elektronicznego (otwiera się w nowej karcie) 10.1109/ACCESS.2019.2914613
- Licencja
- Copyright (2019 IEEE)
Słowa kluczowe
Informacje szczegółowe
- Kategoria:
- Publikacja w czasopiśmie
- Typ:
- artykuły w czasopismach
- Opublikowano w:
-
IEEE Access
nr 7,
strony 58449 - 58465,
ISSN: 2169-3536 - Język:
- angielski
- Rok wydania:
- 2019
- Opis bibliograficzny:
- Mora H., Peral J., Ferrandez A., Gil D., Szymański J.: Distributed Architectures for Intensive Urban Computing: A Case Study on Smart Lighting for Sustainable Cities// IEEE Access -Vol. 7, (2019), s.58449-58465
- DOI:
- Cyfrowy identyfikator dokumentu elektronicznego (otwiera się w nowej karcie) 10.1109/access.2019.2914613
- Weryfikacja:
- Politechnika Gdańska
wyświetlono 124 razy
Publikacje, które mogą cię zainteresować
Big Data and the Internet of Things in Edge Computing for Smart City
- J. Balicki,
- H. Balicka,
- P. Dryja
- + 1 autorów
Multi-criteria Differential Evolution for Optimization of Virtual Machine Resources in Smart City Cloud
- J. Balicki,
- H. Balicka,
- P. Dryja
- + 1 autorów
Big Data from Sensor Network via Internet of Things to Edge Deep Learning for Smart City
- J. Balicki,
- H. Balicka,
- P. Dryja