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Through a series of articles, this I’MTech collection offers various insights to better understand the technical challenges, as well as the issues of optimization and energy efficiency, that accompany the transition from 5G to 6G. Between the explosion of the IoT, the emergence of the metaverse, and the imperative of energy efficiency, we take a look at the future of telecommunications.
Neural networks are AI models designed by machine learning. They are inspired by the workings of the human brain and allow machines to carry out different tasks autonomously. Using large quantities of data as examples, they can be trained in image recognition or text analysis. Beyond their predictive performance, a number of scientific challenges still need to be resolved, concerning the understanding of their limits, reliability of their use, and their acceptability, in addition to ethical issues such as energy consumption. Stephan Clémençon, a researcher in artificial intelligence at Télécom Paris, explains more.
Attacks, riots, natural disasters… all these crises spark wide-spread action among citizens on online social media. From surges of solidarity to improvised manhunts, the best and the worst can unfurl. Hence the need to know how to manage and coordinate these movements so that they can contribute positively to crisis management. Caroline Rizza, a researcher […]
The major rail workers’ strike in France on the spring of 2018 transformed French travel habits, especially in the Ile-de-France region. Vincent Gauthier, a researcher at Télécom SudParis, is working to understand the travel patterns in this region and around the world using mobile data. [divider style=”normal” top=”20″ bottom=”20″] The original version of this article […]
Mines Saint-Étienne | #modeling and simulation, performance evaluation, healthcare systems, health data
Antonio A. Casilli, Télécom ParisTech – Institut Mines-Télécom, University of Paris-Saclay and Paola Tubaro, Centre national de la recherche scientifique (CNRS) [dropcap]R[/dropcap]esearch into social media is booming, fueled by increasingly powerful computational and visualization tools. However, it also raises some ethical and deontological issues that tend to escape the existing regulatory framework. The economic implications of large scale data […]
The digital revolution, from which emerged social networks and big data, has led to far-reaching changes in a large number of economic sectors. Businesses need help to develop new strategies suited to these transformations, and it is with this in mind that Christine Balagué, researcher at Télécom École de Management and Vice-President of the National […]
In today’s society, IT security systems are seriously put to the test: cloud data storage, the omnipresence of micro chips, social networking… Not only does constant communication via networks expose cryptographic systems to multitudes of threatening connections, but security mechanisms must also now function on devices with weak computing capacity, such as mobile phones. The […]
