A deep learning approach for IoT traffic multi-classification in a smart-city scenario

A Hameed, J Violos, A Leivadeas - IEEe Access, 2022 - ieeexplore.ieee.org
As the number of Internet of Things (IoT) devices and applications increases, the capacity of
the IoT access networks is considerably stressed. This can create significant performance …

Comparison of M2M traffic models against real world data sets

M Sansoni, G Ravagnani, D Zucchetto… - 2018 IEEE 23rd …, 2018 - ieeexplore.ieee.org
Machine-To-Machine (M2M) traffic is expected to significantly increase in future wireless
networks. In order to study the effect of this type of traffic in current and future networks, there …

Employing a Deep Learning Technique to Categorize Internet of Things (IoT) Traffic in a Smart City Context

C Mahesh, M Sumithra, MR Ranga… - 2023 Second …, 2023 - ieeexplore.ieee.org
The exponential increase in quantity of cars on the roads of smart cities has led to traffic
jams, air contamination, and delays in the delivery of essential goods. Every day road …

Employing a deep learning technique to categorize Internet of Things (IoT) traffic in a smart city context

SA Priya, BR Kanna, RB Jeyavathana… - 2023 International …, 2023 - ieeexplore.ieee.org
The exponential increase in quantity of cars on the roads of smart cities has led to traffic
jams, air contamination, and delays in the delivery of essential goods. Every day road …

A queuing theory based delay-efficient packet scheduler for machine type communication

TN Sunita, AB Malakreddy - International Journal of Vehicle …, 2022 - inderscienceonline.com
Lately, there is a drastic change in the telecommunication industry due to emergence of
Internet of Things (IoT). Machine to Machine (M2M) plays a very important role in enabling …

A survey of MTC traffic models in cellular network

TN Sunita, A Bharathi Malakreddy - International Conference on Computer …, 2019 - Springer
Abstract Machine-Type Communicating (MTC) Devices (MTCD) are usually wireless
devices, for example, sensors, actuators and smart metres which can talk with each other …