M2M has never looked so stylish, nor been so accessible. Limmex, the Swiss emergency watch, has won first place in the M2M Challenge, a new global competition highlighting the best innovations in machine-to-machine communication.
Ericsson President and CEO Hans Vestberg looks back at the trends from Mobile World Congress 2013, which was held in Barcelona, February 25-28.
This year’s keynote was all about Bringing the Networked Society to Life and Ericsson President and CEO, Hans Vestberg showed examples of innovation, and business models that are already coming to life in the Networked Society.
IPv6 is a reality. Network technologies, services and support systems are ready for it, with IPv6 device support widely available and operators already deploying IPv6 in their networks.
Wilson Otero, the CEO of Brazilian operator Datora Telecom, discusses how OSS BSSS solutions are helping his company to target niche markets.
In this paper we introduce a novel framework for traffic identification that employs machine learning techniques focusing on the estimation of multiple traffic influencing factors. The effect of these factors is handled with the training of several machine learning models. We utilize the outcome of the multiple models via a recombination algorithm to achieve high overall true positive and true negative and low overall false positive and false negative classification ratio. The proposed method can improve the performance of every kind of machine learning based traffic identification engine making them capable of efficient operation in changing network environment i.e., when the probing node is trained and tested in different sites.