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UID:650@lincs.fr
DTSTART;TZID=Europe/Paris:20210630T140000
DTEND;TZID=Europe/Paris:20210630T150000
DTSTAMP:20210701T142928Z
URL:https://www.lincs.fr/events/talk-by-diego-perino/
SUMMARY:Experience in research and deployment of AI-based techniques for
 “networks”
DESCRIPTION:In the talk we will first present Telefonica Research\, a
 team&nbsp\;of researchers in Machine Learning/Deep Learning\, Human
 Computer Interaction\, Security/Privacy and Networks/Systems and highlight
 potential collaboration opportunities. The aim of the team is to carry
 research studies on mid to long-term related to several technological areas
 of interest to the Telefónica Group following an open research model and
 generating impact through technology transfers.&nbsp\;We will then focus on
 one of the key area we are working on that is Artificial Intelligence
 applied to “networks”. Indeed\, Artificial Intelligence (AI) is
 recognized as a main driver for future telco industry business and digital
 transformation. It will lead towards increasingly autonomous and
 intelligent networks\, will improve customer experience\, and generate
 significant economic impact.\nHowever\, despite this relevance and two
 decades of research in applying AI techniques to networks\, there is still
 a limited applicability of AI technologies to actual production
 environments.\nIn this talk we will present our experience in research and
 deployment of AI-based techniques in a large technology company. We will
 overview several use cases including fixed and mobile networks\,
 platforms\, network access\, end user devices where we have developed novel
 machine learning and deep learning algorithms. We then zoom into two use
 cases where AI can bring significant benefits\, namely advanced network
 operations in rural areas mobile network deployments and in an
 international roaming platform. Finally\, we will discuss lessons learned
 during this process and the relevant research and innovation
 directions.&nbsp\;\n\nBio\nDiego Perino&nbsp\;is &nbsp\;the Director
 of&nbsp\;Telefonica Research&nbsp\;and lead a team of researchers in
 Machine Learning/Deep Learning\, HCI\, Privacy/Security\, Networks and
 Systems. He also recently led ARIANA\, a Telefonica Innovation startup
 project leveraging Artificial Intelligence for Automatic Network
 Actions.&nbsp\;&nbsp\;Previously he worked at Bell Labs (Paris\, France)
 from September 2009 to June 2016 and six months at NICTA (Sydney\,
 Australia) in 2016 as visiting researcher. He received his Ph.D. in
 Computer Science from the Paris Diderot-Paris 7 university in 2009: the
 thesis was a collaboration between Orange Labs and INRIA through a CIFRE
 contract.
CATEGORIES:Seminars,Youtube
LOCATION:Zoom + LINCS\, 23 avenue d'Italie\, Paris\, 75013\, France
X-APPLE-STRUCTURED-LOCATION;VALUE=URI;X-ADDRESS=23 avenue d'Italie\,
 Paris\, 75013\, France;X-APPLE-RADIUS=100;X-TITLE=Zoom + LINCS:geo:0,0
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TZID:Europe/Paris
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DTSTART:20210328T030000
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