Active Learning for Network Traffic Classification: A Technical Study

no code implementations • 13 Jun 2021 • Amin Shahraki, Mahmoud Abbasi, Amir Taherkordi, Anca Delia Jurcut

Machine Learning (ML) algorithms as a popular approach for NTC can promise reasonable accuracy in classification and deal with encrypted traffic.

Active Learning Classification +2

A Comprehensive Survey on 6G Networks:Applications, Core Services, Enabling Technologies, and Future Challenges

no code implementations • 29 Jan 2021 • Amin Shahraki, Mahmoud Abbasi, Md. Jalil Piran, Mingzhe Chen, Shuguang Cui

Cellular Internet of Things (IoT) is considered as de facto paradigm to improve the communication and computation systems.

Networking and Internet Architecture

Reliability and Battery Lifetime Improvement for IoT Networks: Challenges and AI-powered solutions

no code implementations • 4 Aug 2020 • Amin Azari, Mahmoud Abbasi

Further, we investigate analytical expressions presenting performance of a centralized control scheme for adapting communication parameters of IoT devices, and compare the results with the results from the proposed distributed learning approach.