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Faculté des Sciences appliquées
Faculté des Sciences appliquées
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Multi-cloud observability with AI

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Gómez Herrera, Maria Andrea Liliana ULiège
Promotor(s) : Debruyne, Christophe ULiège
Date of defense : 4-Sep-2023/5-Sep-2023 • Permalink : http://hdl.handle.net/2268.2/18181
Details
Title : Multi-cloud observability with AI
Author : Gómez Herrera, Maria Andrea Liliana ULiège
Date of defense  : 4-Sep-2023/5-Sep-2023
Advisor(s) : Debruyne, Christophe ULiège
Committee's member(s) : Marée, Raphaël ULiège
Leduc, Guy ULiège
Mokni, Marwa 
Language : English
Number of pages : 84
Keywords : [en] cloud
[en] observability
Discipline(s) : Engineering, computing & technology > Computer science
Research unit : Devoteam
Name of the research project : ObservIT
Institution(s) : Université de Liège, Liège, Belgique
Degree: Master en science des données, à finalité spécialisée
Faculty: Master thesis of the Faculté des Sciences appliquées

Abstract

[en] In the face of the rapidly evolving landscape of IT solutions, observability has become more and more important in order to ensure the reliability and availability of cloud systems. With the recent changes in the way applications and infrastructures are developed, multi-cloud systems have been developed and therefore the need of a good observability for these systems has arose. With this the use of Artificial Intelligence techniques in order to automate IT processes has become popular. We introduce an approach based on distributed machine learning to predict incidents in a multi-cloud system segmented in different levels for a more in-depth analysis of the system.


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Author

  • Gómez Herrera, Maria Andrea Liliana ULiège Université de Liège > Mast. sc. don. à fin.

Promotor(s)

Committee's member(s)

  • Marée, Raphaël ULiège Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Méthodes stochastiques
    ORBi View his publications on ORBi
  • Leduc, Guy ULiège Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Réseaux informatiques
    ORBi View his publications on ORBi
  • Mokni, Marwa
  • Total number of views 12
  • Total number of downloads 1










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