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M. Mazalica , D. Ivetić
Fog Computing architecture for IoT Smart traffic applications
Abstract
Nowadays Internet of Things (IoT) represents a technological revolution
able to change the world by connecting physical and virtual objects to the
Internet. This technology can offer many advantages, but it still has some
limitations such as overused local networks, uncontrolled data loss, etc. All
these limitations can be overcome by using emerging IoT architecture
which are consisting of sensor nodes, edge layer (devices), fog layer
(gateways) and cloud layer. This paper has proposed a model for smart
traffic applications which is based on fog architecture. This fog-based
model architecture helps reduce the network load by processing data
before transmission and helps in reducing the energy consumption of
sensor nodes by reproof computation from sensor nodes to fog layer
(gateways). The most important advantage of this model is that only
processing data are transmitted to the cloud, so data loss is avoiding.
11th International Conference AIIT 2021, October 15th, Zrenjanin, Serbia, 2021
M. Mazalica , D. Ivetić
Fog Computing architecture for IoT Smart traffic applications INTRODUCTION
today the term “Internet of Things” is used to determine advanced
connections of devices, systems and services, that reach out from
machine to machine-to-machine and overs various protocols, domains
and applications.
Nowadays The Internet of Things developed very quickly and these IoT
technologies enable the connection of a large number of users,
devices, services and applications on the Internet.
The IoT platform is a software and hardware environment for the
efficient development of IoT systems.
During the development of IoT platform is necessary to consider the
necessary functionalities elements such as devices, communication
components, services, management of IoT platform functionalities,
security and application.
11th International Conference AIIT 2021, October 15th, Zrenjanin, Serbia, 2021
M. Mazalica , D. Ivetić
Fog Computing architecture for IoT Smart traffic applications INTRODUCTION
For development, IoT is used next technologies: network technologies
and protocols, sensory networks, mobile technologies, cloud
computing and big data.
IoT application is the layer of IoT architecture where users can use
processed data from the data warehouse on the cloud for one purpose.
they provide the user interface for interacting and using data from IoT
devices, but the same IoT devices can have their user interfaces.
For developing IoT applications popular languages such as Java, Swift
and Node Js are used.
IoT is applied in various areas such as agriculture, industry, medical and
healthcare, transportation, building and home automation, industrial,
energy management, environmental monitoring, living lab, military and
others
11th International Conference AIIT 2021, October 15th, Zrenjanin, Serbia, 2021
M. Mazalica , D. Ivetić
Fog Computing architecture for IoT Smart traffic applications INTRODUCTION
category of application IoT is the Intelligent transport systems (ITS).
ITS is an advanced application that aims is to prove innovative services
relating to different modes of transport and traffic management.
the vehicle has sensing power, storage capabilities, onboard computing
facilities and communication systems.
The idea behind ITS was to solve the issues raised by the legacy systems
efficiently.
This paper gives a short review of IoT architecture based on Fog
computing architecture for IoT smart traffic applications. In this
research, the focus is on analyses of applicability of this architecture in
IoT smart traffic.
11th International Conference AIIT 2021, October 15th, Zrenjanin, Serbia, 2021
M. Mazalica , D. Ivetić
Fog Computing architecture for IoT Smart traffic applications IoT architecture
IoT applications require Edge and Fog computing for reducing overall
delay.
fog and edge layers not only minimize latency data, but also bandwidth
consumption of IoT applications.
fully-implemented landscape for IoT applications would consist of four
layers: IoT Mist computing layer, Edge computing layer, Fog computing
layer and Cloud computing layer.
Mist computing layer or extreme edge is formed by IoT devices that are
computation-enabled and can be coopered with each other similar to a
mesh network.
The edge computing layer enables gateways such as dedicated routers,
switches or based stations located close to IoT devices to act as the
gateway to the fog or cloud layer.
The fog computing layer is an intermediary layer to alleviated edge and
cloud limitation.
11th International Conference AIIT 2021, October 15th, Zrenjanin, Serbia, 2021
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