Analyzing IoT, fog and cloud environments using real sensor data
There is a growing number of communicating devices joining the InternetInternet, and we will soon face a world of a distributed computing environment with interconnected smart devices. Cloud-based systems have also started to dominate the Internet space, with the emergence of the Internet of ThingsI...
Elmentve itt :
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| Dokumentumtípus: | Könyv része |
| Megjelent: |
Springer International Publishing
Cham
2018
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| Sorozat: | Fog Computing: Concepts, Frameworks and Technologies
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| doi: | 10.1007/978-3-319-94890-4_5 |
| mtmt: | 3419691 |
| Online Access: | http://publicatio.bibl.u-szeged.hu/13922 |
| Tartalmi kivonat: | There is a growing number of communicating devices joining the InternetInternet, and we will soon face a world of a distributed computing environment with interconnected smart devices. Cloud-based systems have also started to dominate the Internet space, with the emergence of the Internet of ThingsInternet of Things(IoTIoT) paradigm. In spite of the huge developments in the connectivity of devices, there is still much to do in areas such as device connectivity, communication protocols, latency, Internet bandwidth, inter-operability. In this context, FogFogComputing, the latest paradigm, can come to rescue to improve the service quality by keeping and processing the data close to the user. This suggests that IoT applications can be supported by Cloud and Fog technologies to aid in the data management tasks. Besides, in many real-world solutions, we need to use simulations to investigate the inner workings of complex ICT systems. In the current presentation, our goal is to provide means to develop efficient dataDatamanagement algorithms in a simulation environment. In this chapter, we first analyze sensorSensordataDataformats in the context of smart cities and develop a data retrieval tool for gathering and filtering the considered open datasets. We analyze three smart citySmart cityinitiatives that met our criteria and publish open dataDataproduced by the IoT sensors and devices. Then, we discuss how IoT data could be made available via the use of this tool for simulationSimulationenvironments. We also exemplify its utilization in an open-source IoT deviceDevicesimulatorSimulator. |
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| Terjedelem/Fizikai jellemzők: | 83-105 |
| ISBN: | 978-3-319-94890-4 |