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<h1 id="angers">Angers</h1>
<footer>09/05/2023</footer>
</section>
</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-marpit-scope-lI2Oyska="" data-paginate="true" data-background-color="#6d2258" data-footer="09/05/2023" data-class="lead" data-theme="default" class="lead" data-marpit-pagination="1" data-marpit-pagination-total="19" style="" data-marpit-advanced-background="pseudo"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-paginate="true" data-background-color="#FFFFFF" data-footer="09/05/2023" data-header="~# Whoami" data-theme="default" data-marpit-pagination="2" data-marpit-pagination-total="19" style="--paginate:true;--background-color:#FFFFFF;--footer:09/05/2023;--header:~# Whoami;--theme:default;background-color:#FFFFFF;background-image:none;--marpit-advanced-background-split:33%;" data-marpit-advanced-background="background" data-marpit-advanced-background-split="left"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="horizontal"><figure style="background-image:url(&quot;https://i.imgur.com/K3U8tSX.png&quot;);background-size:300px auto;"></figure></div></section></foreignObject><foreignObject width="67%" height="720" x="33%"><section id="2" data-paginate="true" data-background-color="#FFFFFF" data-footer="09/05/2023" data-header="~# Whoami" data-theme="default" data-marpit-pagination="2" data-marpit-pagination-total="19" style="--paginate:true;--background-color:#FFFFFF;--footer:09/05/2023;--header:~# Whoami;--theme:default;background-color:#FFFFFF;background-image:none;--marpit-advanced-background-split:33%;" data-marpit-advanced-background="content" data-marpit-advanced-background-split="left">
<header>~# Whoami</header>
<h1 id="valentin-baraise">Valentin Baraise</h1>
<p>On me dit &quot;Devops Engineer&quot; chez Empreinte Digitale</p>
<footer>09/05/2023</footer>
</section>
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<header>~# Whoami</header>
<h1 id="quest-ce-que-le-data-mesh">Qu'est ce que le Data mesh ?</h1>
<footer>Valentin Baraise</footer>
</section>
</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-marpit-scope-CW8uYm3l="" data-paginate="true" data-background-color="#FFFFFF" data-footer="Valentin Baraise" data-header="~# Whoami" data-theme="default" data-marpit-pagination="3" data-marpit-pagination-total="19" style="" data-marpit-advanced-background="pseudo"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="4" data-paginate="true" data-background-color="#FFFFFF" data-footer="Le 09/05/2023" data-theme="default" data-marpit-pagination="4" data-marpit-pagination-total="19" style="--paginate:true;--background-color:#FFFFFF;--footer:Le 09/05/2023;--theme:default;background-color:#FFFFFF;background-image:none;">
<h1 id="d%C3%A9finition">Définition</h1>
<blockquote>
<p>&quot;Data mesh is a sociotechnical approach to building a decentralized data architecture by leveraging a domain-oriented, self-serve design&quot;</p>
</blockquote>
<h6 id="wikip%C3%A9dia-en">Wikipédia (en)</h6>
<footer>Le 09/05/2023</footer>
</section>
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<h1 id="d%C3%A9finition-1">Définition</h1>
<blockquote>
<p>&quot;Le maillage de données est une approche sociotechnique pour construire une architecture de données décentralisée en tirant parti d'une conception libre-service orientée domaine (&quot;</p>
</blockquote>
<h6 id="wikip%C3%A9dia-translated">Wikipédia (Translated)</h6>
<footer>Le 09/05/2023</footer>
</section>
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<h1 id="rappel-rapide-%C3%A0-quoi-%C3%A7a-peut-servir-les-donn%C3%A9es">Rappel rapide à quoi ça peut servir les données?</h1>
<ul>
<li data-marpit-fragment="1">DDD ( Domain Driven Design)</li>
<li data-marpit-fragment="2">ETL (Extract transform Load)</li>
</ul>
<p>Pour aller plus loin (<a href="https://blog.wescale.fr/comprendre-le-datamesh-gr%C3%A2ce-au-ddd">link</a>)</p>
<footer>Le 09/05/2023</footer>
</section>
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<h1 id="un-peu-dhistoire">Un peu d'histoire</h1>
<ul>
<li data-marpit-fragment="1">1ère fois utilisé en 2019 par &quot;Zhamak Dehghani&quot;</li>
<li data-marpit-fragment="2">Concepts et principes établis tout au long de l'année 2020</li>
<li data-marpit-fragment="3">Mis en place par des entreprises tel que Zalando, Netflix, Vistaprint, Paypal..</li>
</ul>
<footer>Le 09/05/2023</footer>
</section>
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<h1 id="mais-avant-alors">Mais avant alors ?</h1>
<footer>Le 09/05/2023</footer>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-paginate="true" data-background-color="#FFFFFF" data-footer="Le 09/05/2023" data-theme="default" data-marpit-pagination="9" data-marpit-pagination-total="19" style="--paginate:true;--background-color:#FFFFFF;--footer:Le 09/05/2023;--theme:default;background-color:#FFFFFF;background-image:none;--marpit-advanced-background-split:66%;" data-marpit-advanced-background="background" data-marpit-advanced-background-split="right"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="horizontal"><figure style="background-image:url(&quot;src/data_chaos.png&quot;);background-size:contain;"></figure></div></section></foreignObject><foreignObject width="34%" height="720"><section id="9" data-paginate="true" data-background-color="#FFFFFF" data-footer="Le 09/05/2023" data-theme="default" data-marpit-pagination="9" data-marpit-pagination-total="19" style="--paginate:true;--background-color:#FFFFFF;--footer:Le 09/05/2023;--theme:default;background-color:#FFFFFF;background-image:none;--marpit-advanced-background-split:66%;" data-marpit-advanced-background="content" data-marpit-advanced-background-split="right">
<h1 id="data-chaos">Data Chaos</h1>
<footer>Le 09/05/2023</footer>
</section>
</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-paginate="true" data-background-color="#FFFFFF" data-footer="Le 09/05/2023" data-theme="default" data-marpit-pagination="9" data-marpit-pagination-total="19" style="" data-marpit-advanced-background="pseudo" data-marpit-advanced-background-split="right"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-paginate="true" data-background-color="#FFFFFF" data-footer="Le 09/05/2023" data-theme="default" data-marpit-pagination="10" data-marpit-pagination-total="19" style="--paginate:true;--background-color:#FFFFFF;--footer:Le 09/05/2023;--theme:default;background-color:#FFFFFF;background-image:none;--marpit-advanced-background-split:66%;" data-marpit-advanced-background="background" data-marpit-advanced-background-split="right"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="horizontal"><figure style="background-image:url(&quot;src/data_centric.png&quot;);background-size:contain;"></figure></div></section></foreignObject><foreignObject width="34%" height="720"><section id="10" data-paginate="true" data-background-color="#FFFFFF" data-footer="Le 09/05/2023" data-theme="default" data-marpit-pagination="10" data-marpit-pagination-total="19" style="--paginate:true;--background-color:#FFFFFF;--footer:Le 09/05/2023;--theme:default;background-color:#FFFFFF;background-image:none;--marpit-advanced-background-split:66%;" data-marpit-advanced-background="content" data-marpit-advanced-background-split="right">
<h1 id="data-centric">Data Centric</h1>
<footer>Le 09/05/2023</footer>
</section>
</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-paginate="true" data-background-color="#FFFFFF" data-footer="Le 09/05/2023" data-theme="default" data-marpit-pagination="10" data-marpit-pagination-total="19" style="" data-marpit-advanced-background="pseudo" data-marpit-advanced-background-split="right"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="11" data-marpit-fragments="2" data-paginate="true" data-background-color="#FFFFFF" data-footer="Le 09/05/2023" data-theme="default" data-marpit-pagination="11" data-marpit-pagination-total="19" style="--paginate:true;--background-color:#FFFFFF;--footer:Le 09/05/2023;--theme:default;background-color:#FFFFFF;background-image:none;">
<h2 id="en-mode-data-centric-on-peut-parler">En mode &quot;data centric&quot; on peut parler :</h2>
<ul>
<li data-marpit-fragment="1">Data lake</li>
<li data-marpit-fragment="2">Data Warehouse</li>
</ul>
<footer>Le 09/05/2023</footer>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-paginate="true" data-background-color="#FFFFFF" data-footer="Le 09/05/2023" data-theme="default" data-marpit-pagination="12" data-marpit-pagination-total="19" style="--paginate:true;--background-color:#FFFFFF;--footer:Le 09/05/2023;--theme:default;background-color:#FFFFFF;background-image:none;" data-marpit-advanced-background="background"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="horizontal"><figure style="background-image:url(&quot;src/Datalake-avec-icones.webp&quot;);background-size:48% auto;"></figure></div></section></foreignObject><foreignObject width="1280" height="720"><section id="12" data-paginate="true" data-background-color="#FFFFFF" data-footer="Le 09/05/2023" data-theme="default" data-marpit-pagination="12" data-marpit-pagination-total="19" style="--paginate:true;--background-color:#FFFFFF;--footer:Le 09/05/2023;--theme:default;background-color:#FFFFFF;background-image:none;" data-marpit-advanced-background="content">
<p><br />
<br /><br />
<br /><br />
<br /><br />
<br /><br />
<br /><br />
<br /></p>
<h6 id="srchttpwwwillustradatacomdata-lake-faire-simple">(src:<a href="http://www.illustradata.com/data-lake-faire-simple/">http://www.illustradata.com/data-lake-faire-simple/</a>)</h6>
<footer>Le 09/05/2023</footer>
</section>
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</section>
</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-paginate="true" data-background-color="#FFFFFF" data-footer="Le 09/05/2023" data-theme="default" data-marpit-pagination="13" data-marpit-pagination-total="19" style="" data-marpit-advanced-background="pseudo"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-paginate="true" data-background-color="#FFFFFF" data-footer="Le 09/05/2023" data-theme="default" data-marpit-pagination="14" data-marpit-pagination-total="19" style="--paginate:true;--background-color:#FFFFFF;--footer:Le 09/05/2023;--theme:default;background-color:#FFFFFF;background-image:none;" data-marpit-advanced-background="background"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="horizontal"><figure style="background-image:url(&quot;src/data-mesh-principles-725x410.png&quot;);background-size:55% auto;"></figure></div></section></foreignObject><foreignObject width="1280" height="720"><section id="14" data-paginate="true" data-background-color="#FFFFFF" data-footer="Le 09/05/2023" data-theme="default" data-marpit-pagination="14" data-marpit-pagination-total="19" style="--paginate:true;--background-color:#FFFFFF;--footer:Le 09/05/2023;--theme:default;background-color:#FFFFFF;background-image:none;" data-marpit-advanced-background="content">
<h1 id="les-concepts-cl%C3%A9s">Les concepts clés</h1>
<p><br />
<br /><br />
<br /><br /><br />
<br /><br />
<br /></p>
<br />
<br />
<h6 id="image-zhamak-dehghani">(Image Zhamak Dehghani)</h6>
<footer>Le 09/05/2023</footer>
</section>
</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-paginate="true" data-background-color="#FFFFFF" data-footer="Le 09/05/2023" data-theme="default" data-marpit-pagination="14" data-marpit-pagination-total="19" style="" data-marpit-advanced-background="pseudo"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="15" data-marpit-fragments="3" data-paginate="true" data-background-color="#FFFFFF" data-footer="Le 09/05/2023" data-theme="default" data-marpit-pagination="15" data-marpit-pagination-total="19" style="--paginate:true;--background-color:#FFFFFF;--footer:Le 09/05/2023;--theme:default;background-color:#FFFFFF;background-image:none;">
<p>Et en technique ?</p>
<ul>
<li data-marpit-fragment="1">Formalisation du transfert des données (Standard)</li>
<li data-marpit-fragment="2">API pour le partage des données</li>
<li data-marpit-fragment="3">Data market place</li>
</ul>
<footer>Le 09/05/2023</footer>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="16" data-marpit-fragments="5" data-paginate="true" data-background-color="#FFFFFF" data-footer="Le 09/05/2023" data-theme="default" data-marpit-pagination="16" data-marpit-pagination-total="19" style="--paginate:true;--background-color:#FFFFFF;--footer:Le 09/05/2023;--theme:default;background-color:#FFFFFF;background-image:none;">
<p>On conserve également les briques techniques</p>
<ul>
<li data-marpit-fragment="1">Data warehouse</li>
<li data-marpit-fragment="2">Querrier</li>
<li data-marpit-fragment="3">Event Bus</li>
<li data-marpit-fragment="4">Dataset</li>
<li data-marpit-fragment="5">...</li>
</ul>
<p>(Prestodb,databricks, s3,...)</p>
<footer>Le 09/05/2023</footer>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="17" data-paginate="true" data-background-color="#FFFFFF" data-footer="Le 09/05/2023" data-theme="default" data-marpit-pagination="17" data-marpit-pagination-total="19" style="--paginate:true;--background-color:#FFFFFF;--footer:Le 09/05/2023;--theme:default;background-color:#FFFFFF;background-image:none;">
<h1 id="o%C3%B9-en-est-le-datamesh">Où en est le datamesh ?</h1>
<p><img src="src/trends.png" alt="" /></p>
<footer>Le 09/05/2023</footer>
</section>
</foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section data-marpit-fragments="3" data-paginate="true" data-background-color="#FFFFFF" data-footer="Le 09/05/2023" data-theme="default" data-marpit-pagination="18" data-marpit-pagination-total="19" style="--paginate:true;--background-color:#FFFFFF;--footer:Le 09/05/2023;--theme:default;background-color:#FFFFFF;background-image:none;--marpit-advanced-background-split:33%;" data-marpit-advanced-background="background" data-marpit-advanced-background-split="left"><div data-marpit-advanced-background-container="true" data-marpit-advanced-background-direction="horizontal"><figure style="background-image:url(&quot;src/data_mesh_book.jpg&quot;);background-size:contain;"></figure></div></section></foreignObject><foreignObject width="67%" height="720" x="33%"><section id="18" data-marpit-fragments="3" data-paginate="true" data-background-color="#FFFFFF" data-footer="Le 09/05/2023" data-theme="default" data-marpit-pagination="18" data-marpit-pagination-total="19" style="--paginate:true;--background-color:#FFFFFF;--footer:Le 09/05/2023;--theme:default;background-color:#FFFFFF;background-image:none;--marpit-advanced-background-split:33%;" data-marpit-advanced-background="content" data-marpit-advanced-background-split="left">
<h3 id="sources">Sources</h3>
<ul>
<li data-marpit-fragment="1">Livre de Zhamak (<a href="https://www.oreilly.com/library/view/data-mesh/9781492092384/">link</a>)</li>
<li data-marpit-fragment="2">Data Mesh : Comment Spiderman établit les concepts-clés du Data Management (<a href="https://www.youtube.com/watch?v=mSnSUS0B42w">Youtube</a>)</li>
<li data-marpit-fragment="3">Blog (<a href="https://martinfowler.com/articles/data-monolith-to-mesh.html">link</a>)</li>
</ul>
<footer>Le 09/05/2023</footer>
</section>
</foreignObject><foreignObject width="1280" height="720" data-marpit-advanced-background="pseudo"><section data-marpit-fragments="3" data-paginate="true" data-background-color="#FFFFFF" data-footer="Le 09/05/2023" data-theme="default" data-marpit-pagination="18" data-marpit-pagination-total="19" style="" data-marpit-advanced-background="pseudo" data-marpit-advanced-background-split="left"></section></foreignObject></svg><svg data-marpit-svg="" viewBox="0 0 1280 720"><foreignObject width="1280" height="720"><section id="19" data-paginate="true" data-background-color="#FFFFFF" data-footer="Le 09/05/2023" data-theme="default" data-marpit-pagination="19" data-marpit-pagination-total="19" style="--paginate:true;--background-color:#FFFFFF;--footer:Le 09/05/2023;--theme:default;background-color:#FFFFFF;background-image:none;">
<h1 id="merci-de-votre-attention">Merci de votre attention !</h1>
<h1 id="%E2%9D%93-question-time"><img class="emoji" draggable="false" alt="❓" src="https://cdn.jsdelivr.net/gh/jdecked/twemoji@14.1.2/assets/svg/2753.svg" data-marp-twemoji=""/> Question Time !</h1>
<footer>Le 09/05/2023</footer>
</section>
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</script></foreignObject></svg></div><div class="bespoke-marp-note" data-index="1" tabindex="0"><p>Ops mais avec un soucis pour les développeurs</p></div><div class="bespoke-marp-note" data-index="6" tabindex="0"><p>On peut pas dire qu'on parle d'une histoire très ancienne !</p></div><div class="bespoke-marp-note" data-index="11" tabindex="0"><p>Les données issues des CRM et des différents ERP de la société
Les données de tracking des sites web, c’est à dire toutes les données décrivant le comportement des visiteurs on-site qui sont souvent très volumineuses et riches en informations
Les données d’utilisation des objets connectés (IoT )
Les logs des différents serveurs opérationnels utiles pour la cyber sécurité et le monitoring notamment
Les contenus des appels de call center, souvent au format mp3
Les Open Data afin d’enrichir les études ou créer de nouveaux services
Les données issues du data sharing (même usage que pour les Open Data) (Data Sharing)</p></div><div class="bespoke-marp-note" data-index="12" tabindex="0"><p>Fleche noir &gt; Création des produits
Fleche rouge: Utilisation des produits</p></div><script>/*!! License: https://unpkg.com/@marp-team/marp-cli@2.5.0/lib/bespoke.js.LICENSE.txt */
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