A Deep Learning Approach for IoT Traffic Multi-Classification in a Smart-City Scenario
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3153331
Abstract: 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 bottlenecks in various layers of an end-to-end communication… read more here.
Keywords: classification; iot devices; learning; traffic ... See more keywords
MQTT-MFA: A Message Filter Aggregator to Support Massive IoT Traffic Over Satellite
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2021.3129058
Abstract: One of the main application scenario that the upcoming 5G systems are expected to support is Internet of Things (IoT) traffic backhauling. With the exponential increase of devices, it follows the critical challenge of handling… read more here.
Keywords: message; satellite; mqtt; mqtt mfa ... See more keywords
A Few-Shot Learning Based Approach to IoT Traffic Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Communications Letters"
DOI: 10.1109/lcomm.2021.3137634
Abstract: IoT traffic classification is an important step in network management. Efficient and accurate IoT traffic classification helps Internet Service Providers provide high-quality services to network users. At present, popular IoT traffic classification methods are using… read more here.
Keywords: classification; traffic; labeled traffic; traffic classification ... See more keywords