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<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no" />
<meta name="description" content="" />
<meta name="author" content="" />
<title>Correct Exam</title>
<!-- Favicon-->
<link rel="icon" type="image/x-icon" href="assets/favicon.ico" />
<!-- Font Awesome icons (free version)-->
<script src="https://use.fontawesome.com/releases/v6.1.0/js/all.js" crossorigin="anonymous"></script>
<!-- Google fonts-->
<link href="https://fonts.googleapis.com/css?family=Montserrat:400,700" rel="stylesheet" type="text/css" />
<link href="https://fonts.googleapis.com/css?family=Roboto+Slab:400,100,300,700" rel="stylesheet" type="text/css" />
<!-- Core theme CSS (includes Bootstrap)-->
<link href="css/styles.css" rel="stylesheet" />
</head>
<body id="page-top">
<!-- Navigation-->
<nav class="navbar navbar-expand-lg navbar-dark fixed-top" id="mainNav">
<div class="container">
<a class="navbar-brand" href="#page-top"><img src="assets/img/navbar-logo.svg" alt="..." /></a>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbarResponsive" aria-controls="navbarResponsive" aria-expanded="false" aria-label="Toggle navigation">
Menu
<i class="fas fa-bars ms-1"></i>
</button>
<div class="collapse navbar-collapse" id="navbarResponsive">
<ul class="navbar-nav text-uppercase ms-auto py-4 py-lg-0">
<li class="nav-item"><a class="nav-link" href="#features">Features</a></li>
<li class="nav-item"><a class="nav-link" href="#tuto">Demo</a></li>
<li class="nav-item"><a class="nav-link" href="#about">Project history</a></li>
<li class="nav-item"><a class="nav-link" href="#architecture">Architecture</a></li>
<li class="nav-item"><a class="nav-link" href="#team">Team</a></li>
<li class="nav-item"><a class="nav-link" target="_blank" href="/slides/">Slides</a></li>
<li class="nav-item"><a class="nav-link" target="_blank" href="https://correctexam.readthedocs.io">Documentation</a></li>
<li class="nav-item"><a class="nav-link" target="_blank" href="/corrigeExamFront/">The App</a></li>
<li class="nav-item"><a class="nav-link" target="_blank" href="https://groupes.renater.fr/sympa/info/correctexam">Mailing list</a></li>
<li class="nav-item"><a class="nav-link" target="_blank" href="https://github.com/correctexam/"><i class="fa-brands fa-github"></i></a></li>
</ul>
</div>
</div>
</nav>
<!-- Masthead-->
<header class="masthead">
<div class="container">
<div class="masthead-subheading">A feedback to your students in less than a day</div>
<div class="masthead-heading text-uppercase"> Grade your assessments more efficiently ✔️</div>
<a class="btn btn-primary btn-xl text-uppercase" href="#features">Read more</a>
</div>
</header>
<!-- Services-->
<section class="page-section" id="features">
<div class="container">
<!--<div class="text-center">
<h2 class="section-heading text-uppercase">ScanExam</h2>
<h3 class="section-subheading text-muted">Scanner, corriger par lots, soyez assisté par de l'IA, faites un retour précis à vos étudiants, depuis un PC ou une tablette
</h3>
</div>-->
<div class="row text-center">
<div class="col-md-4">
<span class="fa-stack fa-4x">
<i class="fas fa-circle fa-stack-2x text-primary"></i>
<i class="fas fa-graduation-cap fa-stack-1x fa-inverse"></i>
</span>
<h4 class="my-3">Name recognition on assessments</h4>
<p class="text-muted">Provide an export of the documents expected by the university administration.</p>
</div>
<div class="col-md-4">
<span class="fa-stack fa-4x">
<i class="fas fa-circle fa-stack-2x text-primary"></i>
<i class="fas fa-chalkboard-user fa-stack-1x fa-inverse"></i>
</span>
<h4 class="my-3">Easy access to corrected exams for students</h4>
<p class="text-muted">Because an exam is about understanding your mistakes and not just giving a grade</p>
</div>
<div class="col-md-4">
<span class="fa-stack fa-4x">
<i class="fas fa-circle fa-stack-2x text-primary"></i>
<i class="fas fa-star fa-stack-1x fa-inverse"></i>
</span>
<h4 class="my-3">Identification of excellent and notable bad answers
</h4>
<p class="text-muted">In order to generate a sample answer sheet for the students and discuss the wrong answers with the class</p>
</div>
<div class="col-md-4">
<span class="fa-stack fa-4x">
<i class="fas fa-circle fa-stack-2x text-primary"></i>
<i class="fas fa-map-location fa-stack-1x fa-inverse"></i>
</span>
<h4 class="my-3">Identification of areas of interest in an exam sheet</h4>
<p class="text-muted">In order to be able to correct in a horizontal way (all the questions n°1, then all the questions 2)</p>
</div>
<div class="col-md-4">
<span class="fa-stack fa-4x">
<i class="fas fa-circle fa-stack-2x text-primary"></i>
<i class="fas fa-pump-medical fa-stack-1x fa-inverse"></i>
</span>
<h4 class="my-3">Different types of scoring and statistics per question</h4>
<p class="text-muted">Direct, negative, positive to fit the question you are asking</p>
</div>
<div class="col-md-4">
<span class="fa-stack fa-4x">
<i class="fas fa-circle fa-stack-2x text-primary"></i>
<i class="fas fa-quote-left fa-stack-1x fa-inverse"></i>
</span>
<h4 class="my-3">Comments library per question</h4>
<p class="text-muted">Re-apply your comments in 1 click on another student sheet</p>
</div>
</div>
</div>
<section class="page-section" id="tuto">
<div class="container">
<div class="text-center">
<h2 class="section-heading text-uppercase">Project demonstation</h2>
<h3 class="section-subheading text-muted">(French edition ;)
</h3>
<div class="row">
<div class="col-md-12 d-flex justify-content-center">
<div id="player" class="style_prevu_kit player">
<!-- <iframe id="demovideo" class="" width="640" height="480" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen
src="https://www.youtube.com/embed/bYTBlTg37RM?autoplay=1&mute=1&playbackrate=1.5">
</iframe>-->
</div>
</div>
</div>
</div>
</div>
</section>
<!-- About-->
<section class="page-section" id="about">
<div class="container">
<div class="text-center">
<h2 class="section-heading text-uppercase">About the project</h2>
<h3 class="section-subheading text-muted">Scan, batch grade, be assisted by AI, give accurate feedback to your students, from a PC or a tablet
</h3>
</div>
<ul class="timeline">
<li>
<div class="timeline-image"><img class="style_prevu_kit2 rounded-circle img-fluid" src="assets/img/about/1.webp" alt="..." /></div>
<div class="timeline-panel">
<div class="timeline-heading">
<h4>2018-2021</h4>
<h4 class="subheading">Our first thoughts </h4>
</div>
<div class="timeline-body"><p class="text-muted">Several Master 1 projects are working on a student exam assessment tool. Architecture on top of eclipse RCP (Java + SWT)</p></div>
</div>
</li>
<li class="timeline-inverted">
<div class="timeline-image"><img class="style_prevu_kit2 rounded-circle img-fluid" src="assets/img/about/2.webp" alt="..." /></div>
<div class="timeline-panel">
<div class="timeline-heading">
<h4>March 2022</h4>
<h4 class="subheading">Redesign of the project to illustrate the problems of modern Web architecture and to illustrate the coherence and the approach by skills of the Master in Computer Science (Software Engineering) of the University of Rennes</h4>
</div>
<div class="timeline-body"><p class="text-muted">Didactic support project for several courses of the Computer Science Master of the University of Rennes 1.
The code is not written by the students but we take excerpt of code to introduce the devops challenges, WebAssembly, the notion of Web Worker, ...</p></div>
</div>
</li>
<li>
<div class="timeline-image"><img class="style_prevu_kit2 rounded-circle img-fluid" src="assets/img/about/3.webp" alt="..." /></div>
<div class="timeline-panel">
<div class="timeline-heading">
<h4>April 2022</h4>
<h4 class="subheading">First tests on two teaching modules</h4>
</div>
<div class="timeline-body"><p class="text-muted">A teaching module in electronics, a teaching module in computer science (Master Miage), first feedbacks</p></div>
</div>
</li>
<li class="timeline-inverted">
<div class="timeline-image"><img class="style_prevu_kit2 rounded-circle img-fluid" src="assets/img/about/4.webp" alt="..." /></div>
<div class="timeline-panel">
<div class="timeline-heading">
<h4>July 2022</h4>
<h4 class="subheading">Phase 2: extension</h4>
</div>
<div class="timeline-body"><p class="text-muted">Some new features are added, latex, word and openoffice template for the creation of exam statements, translation update, recruitment of new testers, ...</p></div>
</div>
</li>
<li class="">
<div class="timeline-image"><img class="style_prevu_kit2 rounded-circle img-fluid" src="assets/img/about/5.webp" alt="..." /></div>
<div class="timeline-panel">
<div class="timeline-heading">
<h4>Automn 2022</h4>
<h4 class="subheading">Phase 3: consolidation</h4>
</div>
<div class="timeline-body"><p class="text-muted">New tests at Rennes 1, at Univ Toulouse, add support for MCQ, bug fixes, ...</p></div>
</div>
</li>
<li class="timeline-inverted">
<div style="background-color: white;" class="timeline-image"><img class="style_prevu_kit2 rounded-circle img-fluid" src="assets/img/about/6.webp" alt="..." /></div>
<div class="timeline-panel">
<div class="timeline-heading">
<h4>Spring 2023</h4>
<h4 class="subheading">Phase 4: Feedbacks from users</h4>
</div>
<div class="timeline-body"><p class="text-muted">Improve ergonomics, performances, architecture, University IS integration, over 85 pull request since the beginning of January ...</p></div>
</div>
</li>
<li class="">
<div style="background-color: white;" class="timeline-image"><img style="background-color: white;" class="style_prevu_kit2 rounded-circle img-fluid" src="assets/img/about/7.png" alt="..." /></div>
<div class="timeline-panel">
<div class="timeline-heading">
<h4>Summer 2023</h4>
<h4 class="subheading">Phase 5: Answer Groups, ...</h4>
</div>
<div class="timeline-body"><p class="text-muted">Grade groups of similar answers at once (CorrectExam automatically forms groups for you to review.), improve performances, module import/export, <a href="https://github.com/correctexam/corrigeExamBack/releases">standalone version</a> (to host everything on your own laptop), ...</p></div>
</div>
</li>
<li class="timeline-inverted">
<div style="background-color: white;" class="timeline-image"><img style="background-color: white;" class="style_prevu_kit2 rounded-circle img-fluid" src="assets/img/about/8.webp" alt="..." /></div>
<div class="timeline-panel">
<div class="timeline-heading">
<h4>Automn 2023</h4>
<h4 class="subheading">Phase 6: Annoted pdf export for students, ...</h4>
</div>
<div class="timeline-body"><p class="text-muted">Scalability improvements, pdf manipulation (rotating page, moving page), ...</p></div>
</div>
</li>
<li class="">
<div style="background-color: white;" class="timeline-image"><img style="background-color: white;" class="style_prevu_kit2 rounded-circle img-fluid" src="assets/img/about/9.webp" alt="..." /></div>
<div class="timeline-panel">
<div class="timeline-heading">
<h4>Christmas 2023</h4>
<h4 class="subheading">Phase 7: New scoring mechanism (hybrid), hackmd and asciidoc templates, ...</h4>
</div>
<div class="timeline-body"><p class="text-muted"><a href="https://github.com/correctexam/corrigeExamFront/issues/427" target="_blank">New scoring mechanism</a>, <a href="https://correctexam.github.io/hackmd.io2pdf/" target="_blank">Markdown template creator</a>, <a href="https://correctexam.github.io/asciidoclive2pdf/" target="_blank">Asciidoc template creator</a>, <a target="_blank" href="https://github.com/correctexam/corrigeExamFront/issues?q=is%3Aissue+is%3Aclosed">...</a></p></div>
</div>
</li>
<li class="timeline-inverted">
<div style="background-color: white;" class="timeline-image"><img style="background-color: white;" class="style_prevu_kit2 rounded-circle img-fluid" src="assets/img/latex.png" alt="..." /></div>
<div class="timeline-panel">
<div class="timeline-heading">
<h4>April 2024</h4>
<h4 class="subheading">Phase 8: Up to 250 exam already corrected 👏👏👏👏</h4>
</div>
<div class="timeline-body"><p class="text-muted">New zen mode for correction, random correction, latex template evolution, improvements based on feedback from users...</p></div>
</div>
</li>
<li class="">
<div class="timeline-image">
<h4>
<a target="_blank" style="color: white; text-decoration: none;" href="https://groupes.renater.fr/sympa/info/correctexam"> Come and
<br />
play
<br />
with us!</a>
</h4>
</div>
</li>
</ul>
</div>
</section>
</section>
<!-- Portfolio Grid-->
<section class="page-section bg-light" id="architecture">
<div class="container">
<div class="text-center">
<h2 class="section-heading text-uppercase">Technical architecture</h2>
<h3 class="section-subheading text-muted">“If we want users to like our software, we should design it to behave like a likeable person: respectful, generous and helpful.”
— Alan Cooper, Software Designer and Programmer</h3>
</div>
<div class="row">
<div class="col-lg-4 col-sm-6 mb-4">
<!-- Portfolio item 1-->
<div class="portfolio-item">
<a class="portfolio-link" data-bs-toggle="modal" href="#portfolioModal1">
<div class="portfolio-hover">
<div class="portfolio-hover-content"><i class="fas fa-plus fa-3x"></i></div>
</div>
<img class="img-fluid" src="assets/img/architecture/quarkus_icon_rgb_1024px_default1.png" alt="..." />
</a>
<div class="portfolio-caption">
<div class="portfolio-caption-heading"><a target="_blank" href="https://quarkus.io/">Quarkus.io</a>: SUPERSONIC/SUBATOMIC/JAVA</div>
<div class="portfolio-caption-subheading text-muted">To develop for the backend (Java + native compilation through GraalVM)</div>
</div>
</div>
</div>
<div class="col-lg-4 col-sm-6 mb-4">
<!-- Portfolio item 2-->
<div class="portfolio-item">
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<div class="portfolio-caption-heading"><a href="https://angular.io/" target="_blank" >Angular</a></div>
<div class="portfolio-caption-subheading text-muted">To provide a clean frontend architecture based on Web Components</div>
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<div class="portfolio-caption-heading"><a href="https://www.primefaces.org/primeng/" target="_blank">PrimeNG</a>: Over 80 Angular UI Components with top-notch quality to help you implement all your UI requirements in style. </div>
<div class="portfolio-caption-subheading text-muted">To fastly design your Web app interface.</div>
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<div class="portfolio-caption-heading"><a href="https://mozilla.github.io/pdf.js/" target="_blank" >pdf.js</a></div>
<div class="portfolio-caption-subheading text-muted">To support pdf documents</div>
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<div class="portfolio-caption-heading"><a href="http://fabricjs.com/" target="_blank" >fabric.js</a></div>
<div class="portfolio-caption-subheading text-muted">To draw on top of pdf documents</div>
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<div class="portfolio-caption-heading"><a href="https://opencv.org/" target="_blank" >Opencv </a>in wasm within a web worker </div>
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<p> Quarkus est conçu pour fonctionner avec les normes, frameworks et bibliothèques Java les plus utilisés, tels qu'Eclipse MicroProfile et Spring (présentés ensemble dans le cadre d'une session du Red Hat Summit 2020), Apache Kafka, RESTEasy (JAX-RS), Hibernate ORM (JPA), Spring, Infinispan, Camel et bien d'autres.
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Java
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Backend
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<strong>Associated course:</strong>
<a href="https://hackmd.diverse-team.fr/s/rJKt4lSND" target="_blank">TAA</a>, M2 IL
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TypeScript
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FrontEnd
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<a href="https://hackmd.diverse-team.fr/s/r1cWBGgeu" target="_blank">WEB Engineering</a>, M1 IL
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<h2 class="text-uppercase"><a target="_blank" href="https://www.primefaces.org/primeng/" >PrimeNG</a></h2>
<p class="item-intro text-muted">Plus de 80 composants Angular UI de grande qualité pour nous aider à mettre en œuvre toutes les exigences en matière d'interface utilisateur avec style.</p>
<img class="img-fluid d-block mx-auto" src="assets/img/architecture/primeng.png" alt="..." />
<p>
Nous avons choisi primeNG pour la conception de l'interface de l'application. Son approche modulaire nous permet de n'embarquer que certains composants.
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<li>
<strong>Language:</strong>
TypeScript
</li>
<li>
<strong>Category:</strong>
FrontEnd, off-the-shelf component
</li>
<li>
<strong>Associated course:</strong>
<a href="https://hackmd.diverse-team.fr/s/r1cWBGgeu" target="_blank">WEB Engineering</a>, M1 IL
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<h2 class="text-uppercase">PDF.js</h2>
<p class="item-intro text-muted">A general-purpose, web standards-based platform for parsing and rendering PDFs.
</p>
<img class="img-fluid d-block mx-auto" src="assets/img/architecture/Pdf-js_logo.svg1.png" alt="..." />
<p>PDF.js est un moteur de rendu PDF en HTML 5 et JavaScript. Il existe maintenant de très bon composant pour embarquer ce module Web dans une application Angular. Dans ce projet nous utilisons le composant <a target="_blank" href="https://pdfviewer.net/extended-pdf-viewer/simple">https://pdfviewer.net/extended-pdf-viewer/simple</a></p>
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<li>
<strong>Language:</strong>
TypeScript
</li>
<li>
<strong>Category:</strong>
FrontEnd, off-the-shelf component
</li>
<li>
<strong>Associated course:</strong>
<a href="https://hackmd.diverse-team.fr/s/r1cWBGgeu" target="_blank">WEB Engineering</a>, M1 IL
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<h2 class="text-uppercase">Fabric.js</h2>
<p class="item-intro text-muted">a powerful and simple
Javascript HTML5 canvas library.
</p>
<img class="img-fluid d-block mx-auto" src="assets/img/architecture/fabricjs.png" alt="..." />
<p>Nous utilisons la librairie fabric.js pour ajouter un canvas au dessus du <li>
<strong>Associated course:</strong>
<a href="https://hackmd.diverse-team.fr/s/rJKt4lSND" target="_blank">TAA</a>, M2 IL
</li>canvas de rendu pdf afin de pouvoir éditer des zones d'intéret sur un énoncé ou annoter une copie d'examen.</p>
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<li>
<strong>Language:</strong>
JavaScript
</li>
<li>
<strong>Category:</strong>
FrontEnd, off-the-shelf component
</li>
<li>
<strong>Associated course:</strong>
<a href="https://hackmd.diverse-team.fr/s/r1cWBGgeu" target="_blank">WEB Engineering</a>, M1 IL
</li>
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<h2 class="text-uppercase">OpenCV</h2>
<p class="item-intro text-muted"> Open Source Computer Vision Library.</p>
<img class="img-fluid d-block mx-auto" src="assets/img/architecture/opencv1.png" alt="..." />
<p>OpenCV est une bibliothèque libre d'analyse d'images et de vision par ordinateur sous licence BSD en langage C/C++. Elle a été développée à l'origine par Intel. So OpenCV est développé en C++, il est possible de la compiler maintenant en Web Assembly à l'aide du projet emscripten. Emscripten est un compilateur source à source open source permettant de compiler du bitcode LLVM en asm.js, qui peut être exécuté par les navigateurs web. C'est exacement le travail que nous avont fait ici en appelant les fonctions d'openCV depuis le code JavaScript grâce au support des FFI (Foreign Function Interface) entre JS et WASM. Comme le traitement sur les images peut être couteux. Ce traitement est embarqué dans un web worker afin de ne pas bloquer le thread principal.</p>
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<li>
<strong>Language:</strong>
JavaScript, C++, WASM
</li>
<li>
<strong>Category:</strong>
FrontEnd, off-the-shelf component
</li>
<li>
<strong>Associated course:</strong>
<a href="https://hackmd.diverse-team.fr/s/r1cWBGgeu" target="_blank">WEB Engineering</a>, M1 IL
</li>
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<strong>Associated course:</strong>
<a href="https://hackmd.diverse-team.fr/s/rJKt4lSND" target="_blank">TAA</a>, M2 IL
</li>e">
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<h2 class="text-uppercase">TensorFlowJS</h2>
<p class="item-intro text-muted"> Parce que'un logiciel moderne utilise forcément un module d'IA 🤪.</p>
<img class="img-fluid d-block mx-auto" src="assets/img/architecture/TensorFlow_logo.svg1.png" alt="..." />
<p>TensorFlow est un outil open source d'apprentissage automatique développé par Google. Le code source a été ouvert le 9 novembre 2015 par Google et publié sous licence Apache. TensorFlow est l'un des outils les plus utilisés en IA dans le domaine de l'apprentissage machine. TensorFlow simplifie le processus d’acquisition de données, d’entraînement des modèles de Machine Learning, de génération de prédictions et de raffinement des résultats futurs. TensorFlow.js est une bibliothèque JavaScript qui vous permet d'entraîner et de déployer des modèles de machine learning dans le navigateur. Dans ce projet, nous entrainons les modèles en offline à l'aide de code python puis nous utilisons Tensorflow.js pour la partie prédiction uniquement. Nous avons pour le moment uniquement créer des prédicteurs de reconnaissances de chiffres et de lettres manuscrites. L'intégration de reconnaissance d'écriture cursive est en cours d'étude. Nous comptons aussi à terme créer des prédicteurs pour la reconnaissance de réponses à un QCM sur copie.
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<li>
<strong>Language:</strong>
JavaScript, python
</li>
<li>
<strong>Category:</strong>
FrontEnd, offline training
</li>
<li>
<strong>Associated course:</strong>
<a href="http://people.irisa.fr/Elisa.Fromont/ML/TPscikitlearn.html" target="_blank">Machine Learning</a>, M1 IL
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<h2 class="text-uppercase">Docker et K8S</h2>
<p class="item-intro text-muted">Un logiciel de ce type se doit de passer à l'échelle.</p>
<img class="img-fluid d-block mx-auto" src="assets/img/architecture/k8S1.png" alt="..." />
<p>
Docker est une plateforme permettant de lancer certaines applications dans des conteneurs logiciels. Docker est un outil qui peut empaqueter une application et ses dépendances dans un conteneur isolé, qui pourra être exécuté sur n'importe quel serveur partageant un noyau linux. Il ne s'agit pas de virtualisation, mais de conteneurisation, une forme plus légère qui s'appuie sur certaines parties de la machine hôte pour son fonctionnement. Cette approche permet d'accroître la flexibilité et la portabilité d’exécution d'une application, laquelle va pouvoir tourner de façon fiable et prévisible sur une grande variété de machines hôtes, que ce soit sur la machine locale, un cloud privé ou public, une machine nue, etc.</p>
<p> Kubernetes, souvent abrégé K8s, est la solution d'orchestration de conteneurs applicatifs de référence qui s’est imposée ces dernières années.
Kubernetes permet de déployer des applications conteneurisées sur tout type d’infrastructure IT et de gérer de façon centralisée les différentes ressources dont elles ont besoin. Cela peut être des ressources de computing, de stockage, de base de donnée, de networking, etc. Ces ressources sont regroupées dans un cluster Kubernetes composé d’un ensemble de serveurs.
</p>
<p>Au sein de ce projet, nous utilisons des descripteurs d'images docker pour décrire une partie de la partie IaC (Infrastructure as Code). Nous utilisons des descripters de déploiement sous forme de manifest K8S pour le déploiement de la partie back (principalement, backend, serveur de base de données, Identity provider outils de monitoring et Ingress)</p>
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<li>
<strong>Language:</strong>
DockerFile, yaml
</li>
<li>
<strong>Category:</strong>
Déploiement, Ops
</li>
<li>
<strong>Associated course:</strong>
<a href="https://hackmd.diverse-team.fr/s/SJqu5DjSD" target="_blank">Technique logicielle pour le cloud computing</a>, M2 IL
</li>
</ul>
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