diff --git a/607/sitemap.xml b/607/sitemap.xml
index ba8f5831d0..239a28f85d 100644
--- a/607/sitemap.xml
+++ b/607/sitemap.xml
@@ -1 +1 @@
-<?xml version="1.0" encoding="utf-8" standalone="yes"?><urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" 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@@ -189,7 +189,7 @@
 to be discontinued with the end of June 2020.<br><br>This interactive webinar will introduce the major new features of the ARC6 release and cover
 the deployment steps of an ARC6 CE both as a new installation and as an upgrade from a previous
 ARC5-based deployment. Special attention will be given to the accounting system related changes
-and the new one-shop-stop sysadmin toolbox built around arcctl.</td></tr><tr><td><b>Target Audience</b>: Scientific communities, developers, integrators and end users.</td><td><i>"High performance software - Easy gains with simple CUDA" (April 2023)</i><br><br><iframe width=560 height=315 src=https://www.youtube.com/embed/tvhsyRy9CB4 title="YouTube video player" frameborder=0 allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe><br><br><b>About</b>: This tutorial provides an introduction to CUDA in high
+and the new one-shop-stop sysadmin toolbox built around arcctl.</td></tr><tr><td><b>Target Audience</b>: Scientific communities, developers, integrators and end users.</td><td><i>"High performance software - Easy gains with simple CUDA" (April 2023)</i><br><br><iframe width=560 height=315 src=https://www.youtube.com/embed/EyCCunB6u0c title="YouTube video player" frameborder=0 allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe><br><br><b>About</b>: This tutorial provides an introduction to CUDA in high
 performance software, covering roughly these topics:<ul><li>Best practices for high performance software engineering,
 such as avoiding premature optimization, ensuring cache alignment, etc.</li><li>A broad introduction to GPUs, including their hardware
 and which categories of problems they are/aren't best suited for.</li><li>Installing and working with GPU frameworks</li><li>An overview of profiler tools and how to use them</li><li>A live coding session to implement and diagnose a basic CUDA program,
@@ -200,7 +200,7 @@
 July 17, 2023
 by
 <a href=mailto:sebastian.luna.valero@gmail.com>Sebastian Luna-Valero</a>
-: <a href=https://github.com/EGI-Federation/documentation/commit/84fd65ea28cd98912f2dacef9fb7508a582cb290>add new tutorials</a></div></div></main></div></div><footer class="bg-dark py-3 row d-print-none"><div class="container-fluid mx-sm-5"><div class=row><div class="col-6 col-sm-4 text-xs-center order-sm-2"><ul class="list-inline mb-0"><li class="list-inline-item footer-usr-link mx-2 h3" data-toggle=tooltip data-placement=top title="Community discussions" aria-label="Community discussions"><a class=text-white target=_blank rel=noopener href=https://community.egi.eu aria-label="Community discussions"><i class="fa fa-comments"></i></a></li><li class="list-inline-item footer-usr-link mx-2 h3" data-toggle=tooltip data-placement=top title=Twitter aria-label=Twitter><a class=text-white target=_blank rel=noopener href=https://twitter.com/EGI_eInfra aria-label=Twitter><i class="fab fa-twitter"></i></a></li></ul></div><div class="col-6 col-sm-4 text-right text-xs-center order-sm-3"><ul class="list-inline mb-0"><li class="list-inline-item github mx-0"><a class=github-button href=https://github.com/EGI-Federation/documentation data-icon=octicon-star data-show-count=true aria-label="Star EGI documentation on GitHub">Stars</a></li><li class="list-inline-item github mx-0"><a class=github-button href=https://github.com/EGI-Federation/documentation/fork data-icon=octicon-repo-forked data-show-count=true aria-label="Fork EGI documentation on GitHub">Forks</a></li><li class="list-inline-item footer-dev-link mx-2 h3" style=vertical-align:top data-toggle=tooltip data-placement=top title=GitHub aria-label=GitHub><a class=text-white target=_blank rel=noopener href=https://github.com/EGI-Federation aria-label=GitHub><i class="fab fa-github"></i></a></li></ul></div><div class="col-12 col-sm-4 text-center py-2 order-sm-2"><small class=text-white>&copy; 2023 EGI Foundation. All rights reserved.</small><br><small class=ml-1><a href=https://www.egi.eu/privacy-policy/ target=_blank rel=noopener>Privacy Policy</a></small><br><small><a href=../../../about/>About EGI Documentation</a></small></div></div></div></footer></div><script src=https://cdn.jsdelivr.net/npm/popper.js@1.16.1/dist/umd/popper.min.js integrity=sha384-9/reFTGAW83EW2RDu2S0VKaIzap3H66lZH81PoYlFhbGU+6BZp6G7niu735Sk7lN crossorigin=anonymous></script>
+: <a href=https://github.com/EGI-Federation/documentation/commit/8990ff6674ce76b2a3be0c9d9f39e87f7c3c5757>fix video link</a></div></div></main></div></div><footer class="bg-dark py-3 row d-print-none"><div class="container-fluid mx-sm-5"><div class=row><div class="col-6 col-sm-4 text-xs-center order-sm-2"><ul class="list-inline mb-0"><li class="list-inline-item footer-usr-link mx-2 h3" data-toggle=tooltip data-placement=top title="Community discussions" aria-label="Community discussions"><a class=text-white target=_blank rel=noopener href=https://community.egi.eu aria-label="Community discussions"><i class="fa fa-comments"></i></a></li><li class="list-inline-item footer-usr-link mx-2 h3" data-toggle=tooltip data-placement=top title=Twitter aria-label=Twitter><a class=text-white target=_blank rel=noopener href=https://twitter.com/EGI_eInfra aria-label=Twitter><i class="fab fa-twitter"></i></a></li></ul></div><div class="col-6 col-sm-4 text-right text-xs-center order-sm-3"><ul class="list-inline mb-0"><li class="list-inline-item github mx-0"><a class=github-button href=https://github.com/EGI-Federation/documentation data-icon=octicon-star data-show-count=true aria-label="Star EGI documentation on GitHub">Stars</a></li><li class="list-inline-item github mx-0"><a class=github-button href=https://github.com/EGI-Federation/documentation/fork data-icon=octicon-repo-forked data-show-count=true aria-label="Fork EGI documentation on GitHub">Forks</a></li><li class="list-inline-item footer-dev-link mx-2 h3" style=vertical-align:top data-toggle=tooltip data-placement=top title=GitHub aria-label=GitHub><a class=text-white target=_blank rel=noopener href=https://github.com/EGI-Federation aria-label=GitHub><i class="fab fa-github"></i></a></li></ul></div><div class="col-12 col-sm-4 text-center py-2 order-sm-2"><small class=text-white>&copy; 2023 EGI Foundation. All rights reserved.</small><br><small class=ml-1><a href=https://www.egi.eu/privacy-policy/ target=_blank rel=noopener>Privacy Policy</a></small><br><small><a href=../../../about/>About EGI Documentation</a></small></div></div></div></footer></div><script src=https://cdn.jsdelivr.net/npm/popper.js@1.16.1/dist/umd/popper.min.js integrity=sha384-9/reFTGAW83EW2RDu2S0VKaIzap3H66lZH81PoYlFhbGU+6BZp6G7niu735Sk7lN crossorigin=anonymous></script>
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diff --git a/607/users/tutorials/index.xml b/607/users/tutorials/index.xml
index 88c43b4aee..2a730b8129 100644
--- a/607/users/tutorials/index.xml
+++ b/607/users/tutorials/index.xml
@@ -1010,7 +1010,7 @@ and the new one-shop-stop sysadmin toolbox built around arcctl.
 &lt;iframe
 width="560"
 height="315"
-src="https://www.youtube.com/embed/tvhsyRy9CB4"
+src="https://www.youtube.com/embed/EyCCunB6u0c"
 title="YouTube video player"
 frameborder="0"
 allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"