Meeting 5G high bandwidth rates, ultra-low latencies, and high reliabilities requires of network infrastructures that automatically increase/decrease the resources based on their customers’ demand. An autonomous and dynamic management of a 5G network infrastructure represents a challenge, as any solution must account for the radio access network, data plane traffic, wavelength allocation, network slicing, and network functions’ orchestration. Furthermore, federation among administrative domains (ADs) must be considered in the network management. Given the increased dynamicity of 5G networks, artificial intelligence/machine learning (...) (AI/ML) solutions are strong candidates able to learn, and take quick provisioning decisions upon fast changes in network conditions. Therefore, this chapter presents an analysis of the state-of-the-art solutions for 5G networks’ management, where AI/ML solutions are discussed and compared with traditional methods. Additionally, the chapter provides a technology overview of both standards, and existing solutions regarding the 5G network management, and directions toward the integration of AI/ML in 5G networks. (shrink)

Autour de La recherche de la veiite' de Descartes par H. J. De v1eeschwer.

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t. 1. La déduction transcendentale avant la Critique de la raison pure.--t. 2. La déduction transcendentale de 1781 jusqu'à la deuxième édition de la Critique de la raison pure (1887).--t. 3. La déduction transcendentale de 1787 jusqu'à l'Opus postumum.

Les pages suivantes essaient de résumer brièvement une étude entreprise par l’auteur sur les rapports qui unissent Descartes et Comenius, étude qui sera publiée sous peu in extenso. On y joindra évidemment les textes, les extraits des documents contemporains, bref tout l’appareil scientifique assez considérable que comporte une étude de nature historique. Mais ici, à mon grand regret, j’ai été obligé de supprimer toute la documentation qui doit étayer l’exposé que l’on trouvera ci-après. Il lui manque en outre l’esquisse des (...) perspectives historiques dans lesquels se placent les événements dont j’aurai à parler. Faute de place, il a fallu se résigner, bien à regret, à quelques généralités. (shrink)

Every epoch possesses its proper Plato, its proper Thomas and its proper Kant. To interpret or to assimilate a doctrine does not merely consist in the knowledge of that which the author has literally taught but rather in representing to oneself one's own impression while reading. The new literature which has appeared since 1950 will in the future behave just like the preceding: the attempt will be made to re-think the authentic Criticism as well as to complete Kant's intellectual portrait (...) by carving out certain aspects of his thought which are little or not yet known. (shrink)