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.pfms-metric-head:before{content:\"\";width:10px;height:10px;border-radius:999px;background:var(--green);}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-metric-body{padding:22px 26px;color:#c1ccdc;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-metric-body ul{margin:0;padding:0;list-style:none;display:grid;gap:8px;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-metric-body li{font-size:15px;line-height:22px;color:#c1ccdc;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-metric-body li:before{content:'\u2014';color:var(--green);font-family:'Pandora-Bold';margin-right:8px;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-note{margin-top:18px;background:#ffffff;border:1px solid #eaeaea;box-shadow: 0 10px 30px rgba(0, 0, 0, .05);border-radius:12px;padding:18px 20px;color:#181818;font-size:15px;line-height:24px;}<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-alert-grid{display:grid;grid-template-columns:repeat(5,minmax(0,1fr));gap:12px;margin-top:36px;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-alert-item{display:flex;gap:10px;align-items:flex-start;background:#fff;border:1px solid #eaeaea;border-radius:14px;padding:20px 18px;box-shadow:0 10px 30px rgba(0,0,0,.05);color:#454545;font-size:16px;line-height:22px;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-alert-dot{width:10px;height:10px;min-width:10px;border-radius:999px;margin-top:6px;background:var(--crit);}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-alert-dot--warn{background:var(--warn);}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-alert-note{text-align:center;font-size:15px;color:#666;margin-top:20px;}<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-compat{display:grid;grid-template-columns:1fr 1fr;gap:18px;align-items:stretch;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-compat-list{display:flex;flex-direction:column;gap:0.4em;margin:0;padding:0;list-style:none;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-compat-item{display:flex;gap:0.4em;align-items:flex-start;background:#fff;border:1px solid #eaeaea;border-radius:12px;padding:17px 18px;color:#454545;font-size:15px;line-height:24px;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-compat-item:before{content:\"\";width:13px;height:13px;min-width:13px;margin-top:5px;background:url('https:\/\/pandorafms.com\/wp-content\/uploads\/2026\/01\/green_check_icon_tiny.png') center\/contain no-repeat;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-compat-note{background:#fff9ec;border-color:rgba(255,178,31,.35);}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-compat-note:before{content:'!';background:none;color:#FFB21F;font-family:'Pandora-Bold';width:13px;text-align:center;margin-top:2px;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-compat-info{background:#F2FAF5;border-color:rgba(102,184,132,.24);color:#181818;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-compat-info:before{content:'i';background:none;color:#66B884;font-family:'Pandora-Bold';width:13px;text-align:center;margin-top:2px;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-compat a{color:#52477E;text-decoration:underline;text-decoration-thickness:1px;text-underline-offset:3px;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-limit-list{display:flex;flex-direction:column;gap:12px;margin:22px 0 0;padding:0;list-style:none;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-limit-list li{background:#f7f8fb;border-left:4px solid #e5e7eb;border-radius:10px;padding:14px 16px;color:#555;font-size:15px;line-height:23px;}<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-cta-strip{max-width: 98%;border-radius: 20px 20px 20px 20px;margin-left:auto!important;margin-right:auto!important;background:#ffffff;border:1px solid #eaeaea;padding:42px 0; margin-bottom: 20px; margin-top: 20px;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-cta-strip-inner{display:flex;align-items:center;justify-content:space-between;gap:22px;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-cta-strip p{font-size:22px;line-height:30px;color:#181818;margin:0;font-family:'Pandora-Bold';letter-spacing:-.03em;}<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-resource-grid{display:grid;grid-template-columns:repeat(3,1fr);gap:18px;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-resource{display:flex;flex-direction:column;gap:0;padding:0;border:1px solid #eaeaea;border-radius:14px;background:#fff;box-shadow:0 10px 30px rgba(0,0,0,.05);transition:all .18s ease;min-height:100%;overflow:hidden;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-resource:hover{transform:translateY(-2px);border-color:rgba(102,184,132,.45);box-shadow:0 18px 44px rgba(102,184,132,.14);}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-resource__media{position:relative;width:100%;height:190px;background:radial-gradient(circle at 82% 18%,rgba(90,249,154,.14),transparent 36%),linear-gradient(145deg,#161327,#2D2A3A);border-bottom:1px solid rgba(24,24,24,.08);overflow:hidden;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-resource__media img{display:block;width:100%;height:100%;object-fit:cover;object-position:center;margin:0!important;transition:transform .22s ease;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-resource:hover .pfms-resource__media img{transform:scale(1.035);}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-resource__body{display:flex;flex-direction:column;gap:12px;padding:26px 30px 30px;flex:1;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-resource span{font-family:'Pandora-Bold';font-size:12px;letter-spacing:.1em;text-transform:uppercase;color:#52477E;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-resource h3{font-family:'Pandora-Bold';font-size:22px;line-height:1.14;letter-spacing:-.04em;color:#181818;margin:0;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-resource p{font-size:15px;line-height:23px;margin:0;flex:1;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-resource b{font-size:15px;color:#66B884;}<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  .pfms-gpu .msp-faq-section{width:100%;box-sizing:border-box;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .msp-faq-inner{max-width:1120px;margin:0 auto;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .msp-faq-layout{display:grid;grid-template-columns:minmax(220px,280px) minmax(0,1fr);gap:3rem;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .msp-faq-index{position:sticky;top:100px;margin-top:0;align-self:flex-start;font-size:.95rem;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .msp-faq-index h2{font-family:'Pandora-Light',system-ui,sans-serif;font-weight:700;color:#181818;font-size:16px;letter-spacing:-.5px;line-height:1em;margin:0 0 1rem;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .msp-faq-index ul{list-style:none;padding:0;margin:0;font-family:'Pandora-Light';}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .msp-faq-index li{margin-bottom:.55rem;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .msp-faq-index a{text-decoration:none;color:#181818;opacity:.75;transition:opacity .15s ease;line-height:1em!important;font-family:'Pandora-Light';}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .msp-faq-index a:hover{opacity:1;text-decoration:underline;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .msp-faq-content h2{font-family:'Pandora-Bold',system-ui,sans-serif;font-weight:700;color:#181818;font-size:34px;letter-spacing:-1.4px;line-height:1.08em;margin:0 0 1.6rem;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .msp-faq-block{margin-bottom:3.4rem;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .msp-faq-block h3{font-family:'Pandora-Light',system-ui,sans-serif;font-weight:700;color:#181818;font-size:22px;letter-spacing:-.8px;line-height:1.2em;margin:0 0 1rem;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .msp-faq-grid{display:grid;grid-template-columns:repeat(2,minmax(0,1fr));gap:1.75rem 2.5rem;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .msp-faq-item{border-top:1px solid rgba(24,24,24,0.12);padding-top:1.25rem;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .msp-faq-item h4{font-family:'Pandora-Light',system-ui,sans-serif;font-weight:700;color:#181818;font-size:17px;letter-spacing:-.4px;line-height:1.3em;margin:0 0 .6rem;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .msp-faq-item p{font-family:'Pandora-Light',system-ui,sans-serif;font-weight:400;color:#555;font-size:16px;line-height:25px;margin:0;}<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-cta{max-width: 98%;border-radius: 20px 20px 20px 20px;margin-left:auto!important;margin-right:auto!important;background:radial-gradient(circle at 50% 40%,rgba(102,184,132,.18),transparent 36%),linear-gradient(140deg,#161327,#211b35);padding:86px 0;text-align:center;color:#fff;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-cta .pfms-actions{justify-content:center;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-cta p{color:#c1ccdc;max-width:720px;margin:24px auto 0;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-footer{background:#161327;padding:28px 0;border-top:1px solid rgba(255,255,255,.08);text-align:center;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-footer p{font-size:14px;color:rgba(255,255,255,.38);margin:0;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-footer a{color:rgba(255,255,255,.52);}<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-clientes{padding:46px 0!important;background:#ffffff!important;border-bottom:1px solid rgba(24,24,24,.08)!important;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-clientes .prehead{text-align:center!important;margin:0 0 26px!important;color:#8c93a4!important;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-clientes-grid{display:grid!important;grid-template-columns:repeat(5,minmax(0,1fr))!important;gap:34px!important;align-items:center!important;justify-items:center!important;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-cliente-logo{display:flex!important;align-items:center!important;justify-content:center!important;min-height:70px!important;padding:0!important;background:transparent!important;border:0!important;border-radius:0!important;box-shadow:none!important;transition:none!important;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-cliente-logo:hover{transform:none!important;border:0!important;box-shadow:none!important;background:transparent!important;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-cliente-logo img{display:block!important;width:auto!important;max-width:150px!important;max-height:54px!important;object-fit:contain!important;filter:grayscale(1)!important;opacity:.65!important;margin:0!important;transition:none!important;}<!-- [et_pb_line_break_holder] -->  .pfms-gpu .pfms-cliente-logo:hover img{filter:grayscale(1)!important;opacity:.65!important;transform:none!important;}<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->.pfms-gpu .pfms-cta--gpu-bg{position:relative;overflow:hidden;isolation:isolate;background:#161327;padding:96px 0;}<!-- [et_pb_line_break_holder] -->.pfms-gpu .pfms-cta--gpu-bg:before{content:\"\";position:absolute;inset:0;z-index:-2;background-image:linear-gradient(90deg,rgba(22,19,39,.5) 0%,rgba(22,19,39,.1) 36%,rgba(22,19,39,.1) 66%,rgba(22,19,39,.1) 100%),url(\"https:\/\/pandorafms.com\/wp-content\/uploads\/2026\/06\/gpu-monitoring-cta-bg.jpg\");background-size:cover;background-position:center right;background-repeat:no-repeat;}<!-- [et_pb_line_break_holder] -->.pfms-gpu .pfms-cta--gpu-bg:after{content:\"\";position:absolute;inset:0;z-index:-1;background:radial-gradient(circle at 52% 38%,rgba(102,184,132,.22),transparent 34%),linear-gradient(180deg,rgba(0,0,0,.12),rgba(0,0,0,.28));pointer-events:none;}<!-- [et_pb_line_break_holder] -->.pfms-gpu .pfms-cta--gpu-bg .pfms-wrap{position:relative;z-index:1;}<!-- [et_pb_line_break_holder] -->.pfms-gpu .pfms-cta--gpu-bg .h2-w{text-shadow:0 14px 34px rgba(0,0,0,.34);}<!-- [et_pb_line_break_holder] -->.pfms-gpu .pfms-cta--gpu-bg p{color:#d9e2ef;}<!-- [et_pb_line_break_holder] -->  <!-- [et_pb_line_break_holder] -->    \/* ==========================================================<!-- [et_pb_line_break_holder] -->     Responsive<!-- [et_pb_line_break_holder] -->     ========================================================== *\/<!-- [et_pb_line_break_holder] -->  <!-- [et_pb_line_break_holder] -->  @media(max-width:680px){.pfms-gpu .pfms-cta--gpu-bg{padding:76px 0;}.pfms-gpu .pfms-cta--gpu-bg:before{background-position:center center;}.pfms-gpu .pfms-cta--gpu-bg:after{background:linear-gradient(180deg,rgba(22,19,39,.18),rgba(22,19,39,.42));}}<!-- [et_pb_line_break_holder] -->  <!-- [et_pb_line_break_holder] -->  @media(max-width:980px){.pfms-gpu .pfms-clientes-grid{grid-template-columns:repeat(3,minmax(0,1fr))!important;gap:28px!important;}}<!-- [et_pb_line_break_holder] -->  @media(max-width:680px){.pfms-gpu .pfms-clientes{padding:38px 0!important;}.pfms-gpu .pfms-clientes-grid{grid-template-columns:repeat(2,minmax(0,1fr))!important;gap:24px!important;}.pfms-gpu .pfms-cliente-logo{min-height:58px!important;}.pfms-gpu .pfms-cliente-logo img{max-width:130px!important;max-height:46px!important;}}<!-- [et_pb_line_break_holder] -->  @media(max-width:420px){.pfms-gpu .pfms-clientes-grid{grid-template-columns:1fr!important;}}<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  @media(max-width:1100px){<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-alert-grid{grid-template-columns:repeat(3,minmax(0,1fr));}<!-- [et_pb_line_break_holder] -->  }<!-- [et_pb_line_break_holder] -->  @media(max-width:980px){<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-section{padding:72px 0;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-hero{padding:72px 0 54px;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-hero-grid,.pfms-gpu .pfms-two-col,.pfms-gpu .pfms-compat,.pfms-gpu .msp-faq-layout{grid-template-columns:1fr;gap:38px;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-card-grid,.pfms-gpu .pfms-card-grid--2,.pfms-gpu .pfms-resource-grid{grid-template-columns:1fr 1fr;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-flow{grid-template-columns:1fr 1fr;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-flow-step:not(:last-child):after{display:none;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-mini-points{grid-template-columns:1fr 1fr;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .msp-faq-index{position:static;margin-bottom:1.5rem;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .msp-faq-grid{grid-template-columns:1fr;gap:1.5rem;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .msp-faq-content h2{font-size:30px;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-cta-strip-inner{align-items:flex-start;flex-direction:column;}<!-- [et_pb_line_break_holder] -->  }<!-- [et_pb_line_break_holder] -->  @media(max-width:680px){<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-wrap{width:min(100% - 32px,1120px);}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-card-grid,.pfms-gpu .pfms-card-grid--2,.pfms-gpu .pfms-resource-grid,.pfms-gpu .pfms-flow,.pfms-gpu .pfms-mini-points,.pfms-gpu .pfms-alert-grid{grid-template-columns:1fr;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-actions{flex-direction:column;align-items:stretch;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-actions .prices-2024-btn,.pfms-gpu .pfms-actions .secundario-2024-btn{width:100%!important;margin-right:0!important;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-metric-row{grid-template-columns:1fr;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .h1-w{font-size:42px;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .h2-b,.pfms-gpu .h2-w{font-size:34px;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-console-row{grid-template-columns:1fr;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-nav-inner{align-items:flex-start;flex-direction:column;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-visual-card--hero{padding:10px;border-radius:14px;}<!-- [et_pb_line_break_holder] -->  }<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  @media(max-width:680px){<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-header{padding:14px 0;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-header-inner{gap:12px;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-header-logo img{max-width:150px;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-header .prices-2024-btn{width:auto!important;padding:10px 16px!important;font-size:13px!important;}<!-- [et_pb_line_break_holder] -->  }<!-- [et_pb_line_break_holder] -->  @media(max-width:420px){<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-header-inner{align-items:center;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-header-logo img{max-width:136px;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-header .prices-2024-btn{padding:10px 14px!important;}<!-- [et_pb_line_break_holder] -->  }<!-- [et_pb_line_break_holder] --><\/style>\n<p>[\/et_pb_code][et_pb_code admin_label=\u00a0\u00bbHero\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.6&Prime; _module_preset=\u00a0\u00bbdefault\u00a0\u00bb custom_margin=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb custom_padding=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb]<!-- Hero --><!-- [et_pb_line_break_holder] --><\/p>\n<div class=\"pfms-gpu\"><!-- [et_pb_line_break_holder] -->  <\/p>\n<section class=\"pfms-hero\" id=\"gpu-hero\"><!-- [et_pb_line_break_holder] -->    <\/p>\n<div class=\"pfms-wrap pfms-hero-grid\"><!-- [et_pb_line_break_holder] -->      <\/p>\n<div class=\"pfms-hero-copy\"><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-partner-tags\"><!-- [et_pb_line_break_holder] -->          <span class=\"pfms-partner-tag\">AI INFRASTRUCTURE MONITORING<\/span><!-- [et_pb_line_break_holder] -->        <\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<h1 class=\"h2-w\">GPU monitoring for AI, HPC and hybrid infrastructures<\/h1>\n<p><!-- [et_pb_line_break_holder] -->        <pee class=\"pfms-lead\">Monitor NVIDIA GPUs with Pandora FMS and integrate utilization, memory, temperature, power consumption and status data into the same platform where you already monitor servers, networks, storage, services and logs.<\/pee><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-actions\"><!-- [et_pb_line_break_holder] -->          <a class=\"prices-2024-btn\" href=\"https:\/\/pandorafms.com\/fr\/essai-gratuit\/\" target=\"_blank\">Request your trial \u2192<\/a><!-- [et_pb_line_break_holder] -->          <a class=\"secundario-2024-btn\" href=\"https:\/\/pandorafms.com\/fr\/contact\/\" target=\"_blank\">Contact us \u2192<\/a><!-- [et_pb_line_break_holder] -->        <\/div>\n<p><!-- [et_pb_line_break_holder] -->      <\/div>\n<p><!-- [et_pb_line_break_holder] -->      <\/p>\n<div class=\"pfms-console\" aria-label=\"Pandora FMS Console \u00b7 GPU modules\"><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-console-bar\"><!-- [et_pb_line_break_holder] -->          <span class=\"pfms-kicker pfms-kicker--light\">Pandora FMS Console \u00b7 GPU modules<\/span><!-- [et_pb_line_break_holder] -->        <\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-console-row\"><span>GPU utilization<\/span><span class=\"pfms-badge pfms-badge--ok\">OK \u00b7 47 %<\/span><\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-console-row\"><span>GPU memory<\/span><span class=\"pfms-badge pfms-badge--crit\">CRITICAL \u00b7 91 %<\/span><\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-console-row\"><span>Temperature<\/span><span class=\"pfms-badge pfms-badge--warn\">WARNING \u00b7 82 \u00b0C<\/span><\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-console-row\"><span>Power consumption<\/span><span class=\"pfms-badge pfms-badge--ok\">318 W \/ 350 W<\/span><\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-console-row\"><span>Critical errors<\/span><span class=\"pfms-badge pfms-badge--ok\">OK \u00b7 0<\/span><\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-console-row\"><span>NVIDIA driver<\/span><span class=\"pfms-badge pfms-badge--ok\">550.90.07<\/span><\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-console-note\"><span>Local agent plugin \u00b7 No remote GPU access<\/span><\/div>\n<p><!-- [et_pb_line_break_holder] -->      <\/div>\n<p><!-- [et_pb_line_break_holder] -->    <\/div>\n<p><!-- [et_pb_line_break_holder] -->  <\/section>\n<p><!-- [et_pb_line_break_holder] --><\/div>\n<p>[\/et_pb_code][et_pb_code admin_label=\u00a0\u00bbClientes\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.6&Prime; _module_preset=\u00a0\u00bbdefault\u00a0\u00bb custom_margin=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb custom_padding=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb]<!-- Customers --><!-- [et_pb_line_break_holder] --><\/p>\n<div class=\"pfms-gpu\"><!-- [et_pb_line_break_holder] -->  <\/p>\n<style><!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-clientes{padding:46px 0;background:#fff;border-bottom:1px solid rgba(24,24,24,.08);}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-clientes .prehead{text-align:center;margin:0 0 26px!important;color:#8c93a4!important;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-clientes-grid{display:grid;grid-template-columns:repeat(5,minmax(0,1fr));gap:18px;align-items:center;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-cliente-logo{min-height:104px;display:flex;align-items:center;justify-content:center;background:#fff;border:1px solid #eaeaea;border-radius:14px;padding:22px 24px;box-shadow:0 10px 30px rgba(0,0,0,.045);transition:all .18s ease;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-cliente-logo:hover{transform:translateY(-2px);border-color:rgba(102,184,132,.45);box-shadow:0 18px 44px rgba(102,184,132,.12);}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-cliente-logo img{display:block;width:auto;max-width:100%;max-height:54px;object-fit:contain;filter:grayscale(1);opacity:.82;transition:all .18s ease;}<!-- [et_pb_line_break_holder] -->    .pfms-gpu .pfms-cliente-logo:hover img{filter:grayscale(0);opacity:1;}<!-- [et_pb_line_break_holder] -->    @media(max-width:980px){.pfms-gpu .pfms-clientes-grid{grid-template-columns:repeat(3,minmax(0,1fr));}.pfms-gpu .pfms-cliente-logo{min-height:96px;}}<!-- [et_pb_line_break_holder] -->    @media(max-width:680px){.pfms-gpu .pfms-clientes{padding:38px 0;}.pfms-gpu .pfms-clientes-grid{grid-template-columns:repeat(2,minmax(0,1fr));gap:12px;}.pfms-gpu .pfms-cliente-logo{min-height:88px;padding:18px;}.pfms-gpu .pfms-cliente-logo img{max-height:46px;}}<!-- [et_pb_line_break_holder] -->    @media(max-width:420px){.pfms-gpu .pfms-clientes-grid{grid-template-columns:1fr;}}<!-- [et_pb_line_break_holder] -->  <\/style>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->  <\/p>\n<section class=\"pfms-clientes\" id=\"gpu-clientes\"><!-- [et_pb_line_break_holder] -->    <\/p>\n<div class=\"pfms-wrap\"><!-- [et_pb_line_break_holder] -->      <pee class=\"prehead\">Customers who trust us<\/pee><!-- [et_pb_line_break_holder] -->      <\/p>\n<div class=\"pfms-clientes-grid\" aria-label=\"Customers who trust us\"><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-cliente-logo\"><!-- [et_pb_line_break_holder] -->          <img decoding=\"async\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"Adif\" loading=\"lazy\" class=\"lazyload\" data-src=\"https:\/\/pandorafms.com\/wp-content\/uploads\/2021\/11\/logo-adif-1.png\"><!-- [et_pb_line_break_holder] -->        <\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-cliente-logo\"><!-- [et_pb_line_break_holder] -->          <img decoding=\"async\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"Telef\u00f3nica\" loading=\"lazy\" class=\"lazyload\" data-src=\"https:\/\/pandorafms.com\/wp-content\/uploads\/2021\/11\/pandora-fms-logo-clientes-telefonica-1-300x154-1-1.png\"><!-- [et_pb_line_break_holder] -->        <\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-cliente-logo\"><!-- [et_pb_line_break_holder] -->          <img decoding=\"async\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"Babel\" loading=\"lazy\" style=\"width:200px!important\" class=\"lazyload\" data-src=\"https:\/\/pandorafms.com\/wp-content\/uploads\/2021\/11\/logotipo-babel.svg\"><!-- [et_pb_line_break_holder] -->        <\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-cliente-logo\"><!-- [et_pb_line_break_holder] -->          <img decoding=\"async\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"IPLAN\" loading=\"lazy\" class=\"lazyload\" data-src=\"https:\/\/pandorafms.com\/wp-content\/uploads\/2022\/02\/IPLAN-LOGO.png\"><!-- [et_pb_line_break_holder] -->        <\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-cliente-logo\"><!-- [et_pb_line_break_holder] -->          <img decoding=\"async\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"Rakuten\" loading=\"lazy\" class=\"lazyload\" data-src=\"https:\/\/pandorafms.com\/wp-content\/uploads\/2022\/03\/Rakuten-logo.png\"><!-- [et_pb_line_break_holder] -->        <\/div>\n<p><!-- [et_pb_line_break_holder] -->      <\/div>\n<p><!-- [et_pb_line_break_holder] -->    <\/div>\n<p><!-- [et_pb_line_break_holder] -->  <\/section>\n<p><!-- [et_pb_line_break_holder] --><\/div>\n<p>[\/et_pb_code][et_pb_code admin_label=\u00a0\u00bbPropuesta de valor\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.6&Prime; _module_preset=\u00a0\u00bbdefault\u00a0\u00bb custom_margin=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb custom_padding=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb hover_enabled=\u00a0\u00bb0&Prime; global_colors_info=\u00a0\u00bb{}\u00a0\u00bb sticky_enabled=\u00a0\u00bb0&Prime;]<!-- Proposition de valeur --><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --><\/p>\n<div class=\"pfms-gpu\"><!-- [et_pb_line_break_holder] -->  <\/p>\n<section class=\"pfms-section\" id=\"gpu-propuesta-valor\"><!-- [et_pb_line_break_holder] -->    <\/p>\n<div class=\"pfms-wrap pfms-two-col\"><!-- [et_pb_line_break_holder] -->      <\/p>\n<div><!-- [et_pb_line_break_holder] -->        <pee class=\"prehead\">LOGICIEL DE SUPERVISION GPU<\/pee><!-- [et_pb_line_break_holder] -->        <\/p>\n<h2 class=\"h2-b\">Vos GPU ne peuvent pas \u00eatre un angle mort dans votre infrastructure IT<\/h2>\n<p><!-- [et_pb_line_break_holder] -->        <pee class=\"pfms-lead-dark\" style=\"margin-top:24px;\">Les infrastructures d\u2019IA, de HPC, d\u2019inf\u00e9rence et d\u2019entra\u00eenement reposent sur des GPU qui concentrent co\u00fbts, performance et risque op\u00e9rationnel. Un GPU satur\u00e9, en surchauffe, sous-utilis\u00e9 ou pr\u00e9sentant des erreurs non d\u00e9tect\u00e9es peut d\u00e9grader les services, ralentir les processus critiques ou provoquer des d\u00e9faillances en production.<\/pee><!-- [et_pb_line_break_holder] -->        <pee>Pandora FMS int\u00e8gre les m\u00e9triques GPU dans l\u2019exploitation IT existante, avec les serveurs, le r\u00e9seau, le stockage, les services et les logs. Sans plateformes s\u00e9par\u00e9es.<\/pee><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-list\"><!-- [et_pb_line_break_holder] -->          <\/p>\n<div class=\"pfms-list-item\">D\u00e9tectez la saturation prolong\u00e9e<\/div>\n<p><!-- [et_pb_line_break_holder] -->          <\/p>\n<div class=\"pfms-list-item\">Contr\u00f4lez la temp\u00e9rature et la consommation<\/div>\n<p><!-- [et_pb_line_break_holder] -->          <\/p>\n<div class=\"pfms-list-item\">Identifiez la sous-utilisation<\/div>\n<p><!-- [et_pb_line_break_holder] -->          <\/p>\n<div class=\"pfms-list-item\">G\u00e9n\u00e9rez un historique pour le capacity planning<\/div>\n<p><!-- [et_pb_line_break_holder] -->          <\/p>\n<div class=\"pfms-list-item\">Int\u00e9grez la supervision GPU au reste de l\u2019infrastructure<\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-actions\"><!-- [et_pb_line_break_holder] -->          <a class=\"prices-2024-btn\" href=\"https:\/\/pandorafms.com\/fr\/essai-gratuit\/\" target=\"_blank\">Demandez une d\u00e9mo \u2192<\/a><!-- [et_pb_line_break_holder] -->        <\/div>\n<p><!-- [et_pb_line_break_holder] -->      <\/div>\n<p><!-- [et_pb_line_break_holder] -->      <\/p>\n<div class=\"pfms-propuesta-visual-col\"><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-card pfms-card--dark\"><!-- [et_pb_line_break_holder] -->          <pee class=\"pfms-kicker pfms-kicker--light\" style=\"padding-bottom:20px\">Console Pandora FMS \u00b7 \u00c9tat GPU<\/pee><!-- [et_pb_line_break_holder] -->          <\/p>\n<div class=\"pfms-console-row\"><span>Utilisation GPU<\/span><span class=\"pfms-badge pfms-badge--ok\">OK \u00b7 47 %<\/span><\/div>\n<p><!-- [et_pb_line_break_holder] -->          <\/p>\n<div class=\"pfms-console-row\"><span>M\u00e9moire GPU<\/span><span class=\"pfms-badge pfms-badge--crit\">CRITIQUE \u00b7 91 %<\/span><\/div>\n<p><!-- [et_pb_line_break_holder] -->          <\/p>\n<div class=\"pfms-console-row\"><span>Temp\u00e9rature<\/span><span class=\"pfms-badge pfms-badge--warn\">WARNING \u00b7 82 \u00b0C<\/span><\/div>\n<p><!-- [et_pb_line_break_holder] -->          <\/p>\n<div class=\"pfms-console-row\"><span>Consommation<\/span><span class=\"pfms-badge pfms-badge--ok\">318 W \/ 350 W<\/span><\/div>\n<p><!-- [et_pb_line_break_holder] -->          <\/p>\n<div class=\"pfms-console-row\"><span>Erreurs critiques<\/span><span class=\"pfms-badge pfms-badge--ok\">OK \u00b7 0<\/span><\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-hero-visual\" aria-label=\"IA pr\u00e9dictive et infrastructure supervis\u00e9e\"><!-- [et_pb_line_break_holder] -->          <\/p>\n<div class=\"pfms-visual-card pfms-visual-card--hero\"><!-- [et_pb_line_break_holder] -->            <img decoding=\"async\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"IA pr\u00e9dictive appliqu\u00e9e \u00e0 la supervision d\u2019infrastructure IT\" loading=\"lazy\" class=\"lazyload\" data-src=\"https:\/\/pandorafms.com\/wp-content\/uploads\/2024\/10\/ia-predictiva.png\"><!-- [et_pb_line_break_holder] -->          <\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/div>\n<p><!-- [et_pb_line_break_holder] -->      <\/div>\n<p><!-- [et_pb_line_break_holder] -->    <\/div>\n<p><!-- [et_pb_line_break_holder] -->  <\/section>\n<p><!-- [et_pb_line_break_holder] --><\/div>\n<p>[\/et_pb_code][et_pb_code admin_label=\u00a0\u00bbFuncionamiento\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.6&Prime; _module_preset=\u00a0\u00bbdefault\u00a0\u00bb custom_margin=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb custom_padding=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb hover_enabled=\u00a0\u00bb0&Prime; global_colors_info=\u00a0\u00bb{}\u00a0\u00bb sticky_enabled=\u00a0\u00bb0&Prime;]<!-- Fonctionnement --><!-- [et_pb_line_break_holder] --><\/p>\n<div class=\"pfms-gpu\"><!-- [et_pb_line_break_holder] -->  <\/p>\n<section class=\"pfms-section pfms-section--soft\" id=\"gpu-funcionamiento\"><!-- [et_pb_line_break_holder] -->    <\/p>\n<div class=\"pfms-wrap\"><!-- [et_pb_line_break_holder] -->      <\/p>\n<div class=\"pfms-center\"><!-- [et_pb_line_break_holder] -->        <pee class=\"prehead\">FONCTIONNEMENT<\/pee><!-- [et_pb_line_break_holder] -->        <\/p>\n<h2 class=\"h2-b\">Comment fonctionne la supervision GPU dans Pandora FMS<\/h2>\n<p><!-- [et_pb_line_break_holder] -->        <pee class=\"pfms-lead-dark\" style=\"margin:18px auto 0;\">Le plugin agit comme un agent local sur l\u2019h\u00f4te avec GPU NVIDIA, utilise <code>nvidia-smi<\/code> comme source de donn\u00e9es et \u00e9met des modules que Pandora FMS int\u00e8gre \u00e0 son exploitation.<\/pee><!-- [et_pb_line_break_holder] -->      <\/div>\n<p><!-- [et_pb_line_break_holder] -->      <\/p>\n<div class=\"pfms-flow\"><!-- [et_pb_line_break_holder] -->        <\/p>\n<article class=\"pfms-flow-step\"><span class=\"pfms-flow-num\">01<\/span><\/p>\n<h3>H\u00f4te avec GPU NVIDIA<\/h3>\n<pee>On-premise, hybride ou cloud<\/pee><\/article>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<article class=\"pfms-flow-step\"><span class=\"pfms-flow-num\">02<\/span><\/p>\n<h3>nvidia-smi<\/h3>\n<pee>Source de donn\u00e9es locale<\/pee><\/article>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<article class=\"pfms-flow-step\"><span class=\"pfms-flow-num\">03<\/span><\/p>\n<h3>Plugin local Pandora FMS<\/h3>\n<pee>Agent qui \u00e9met des modules XML<\/pee><\/article>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<article class=\"pfms-flow-step\"><span class=\"pfms-flow-num\">04<\/span><\/p>\n<h3>Dashboards, alertes et rapports<\/h3>\n<pee>Int\u00e9gr\u00e9s au reste de l\u2019infrastructure<\/pee><\/article>\n<p><!-- [et_pb_line_break_holder] -->      <\/div>\n<p><!-- [et_pb_line_break_holder] -->      <\/p>\n<div class=\"pfms-mini-points\"><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-mini-point\">Plugin d\u2019agent local<\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-mini-point\">Bas\u00e9 sur nvidia-smi<\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-mini-point\">Sans d\u00e9pendance aux API cloud<\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-mini-point\">On-premise, hybride et cloud<\/div>\n<p><!-- [et_pb_line_break_holder] -->      <\/div>\n<p><!-- [et_pb_line_break_holder] -->    <\/div>\n<p><!-- [et_pb_line_break_holder] -->  <\/section>\n<p><!-- [et_pb_line_break_holder] --><\/div>\n<p>[\/et_pb_code][et_pb_code admin_label=\u00a0\u00bbCasos de uso\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.6&Prime; _module_preset=\u00a0\u00bbdefault\u00a0\u00bb custom_margin=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb custom_padding=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb hover_enabled=\u00a0\u00bb0&Prime; global_colors_info=\u00a0\u00bb{}\u00a0\u00bb sticky_enabled=\u00a0\u00bb0&Prime;]<!-- Cas d\u2019utilisation --><!-- [et_pb_line_break_holder] --><\/p>\n<div class=\"pfms-gpu\"><!-- [et_pb_line_break_holder] -->  <\/p>\n<section class=\"pfms-section\" id=\"gpu-casos-uso\"><!-- [et_pb_line_break_holder] -->    <\/p>\n<div class=\"pfms-wrap\"><!-- [et_pb_line_break_holder] -->      <\/p>\n<div class=\"pfms-center\"><!-- [et_pb_line_break_holder] -->        <pee class=\"prehead\">CAS D\u2019UTILISATION<\/pee><!-- [et_pb_line_break_holder] -->        <\/p>\n<h2 class=\"h2-b\">De la m\u00e9trique \u00e0 l\u2019incident : la supervision GPU en conditions r\u00e9elles<\/h2>\n<p><!-- [et_pb_line_break_holder] -->        <pee class=\"pfms-lead-dark\" style=\"margin:18px auto 0;\">Il ne suffit pas de savoir qu\u2019un GPU est \u00e0 95 %. Ce qui compte, c\u2019est le contexte op\u00e9rationnel.<\/pee><!-- [et_pb_line_break_holder] -->      <\/div>\n<p><!-- [et_pb_line_break_holder] -->      <\/p>\n<div class=\"pfms-card-grid pfms-card-grid--2\"><!-- [et_pb_line_break_holder] -->        <\/p>\n<article class=\"pfms-card\"><span class=\"pfms-case-num\">01<\/span><\/p>\n<h3>Saturation prolong\u00e9e<\/h3>\n<pee>Un GPU \u00e0 95 % pendant des heures, avec une m\u00e9moire \u00e9lev\u00e9e et des erreurs dans le service d\u2019inf\u00e9rence, n\u2019est pas un pic normal. C\u2019est un incident qui n\u00e9cessite une intervention. L\u2019historique permet de distinguer l\u2019un de l\u2019autre.<\/pee><\/article>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<article class=\"pfms-card\"><span class=\"pfms-case-num\">02<\/span><\/p>\n<h3>Risque thermique<\/h3>\n<pee>Une temp\u00e9rature \u00e9lev\u00e9e prolong\u00e9e combin\u00e9e \u00e0 des anomalies de ventilation peut anticiper une d\u00e9gradation physique. La d\u00e9tecter avant la panne permet une intervention pr\u00e9ventive plut\u00f4t qu\u2019une r\u00e9action \u00e0 une interruption.<\/pee><\/article>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<article class=\"pfms-card\"><span class=\"pfms-case-num\">03<\/span><\/p>\n<h3>Sous-utilisation<\/h3>\n<pee>Un GPU co\u00fbteux avec une faible utilisation pendant plusieurs semaines peut indiquer une mauvaise allocation des workloads. L\u2019historique fournit les donn\u00e9es objectives pour justifier ou reporter les d\u00e9cisions mat\u00e9rielles.<\/pee><\/article>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<article class=\"pfms-card\"><span class=\"pfms-case-num\">04<\/span><\/p>\n<h3>Capacity planning<\/h3>\n<pee>L\u2019historique d\u2019utilisation et de m\u00e9moire permet d\u2019identifier la croissance de la demande, d\u2019anticiper la saturation et de planifier les extensions avec des donn\u00e9es plut\u00f4t qu\u2019avec des estimations.<\/pee><\/article>\n<p><!-- [et_pb_line_break_holder] -->      <\/div>\n<p><!-- [et_pb_line_break_holder] -->    <\/div>\n<p><!-- [et_pb_line_break_holder] -->  <\/section>\n<p><!-- [et_pb_line_break_holder] --><\/div>\n<p>[\/et_pb_code][et_pb_code admin_label=\u00a0\u00bbMetricas monitorizadas\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.6&Prime; _module_preset=\u00a0\u00bbdefault\u00a0\u00bb custom_margin=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb custom_padding=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb hover_enabled=\u00a0\u00bb0&Prime; global_colors_info=\u00a0\u00bb{}\u00a0\u00bb sticky_enabled=\u00a0\u00bb0&Prime;]<!-- M\u00c9TRIQUES SUPERVIS\u00c9ES --><!-- [et_pb_line_break_holder] --><\/p>\n<div class=\"pfms-gpu\"><!-- [et_pb_line_break_holder] -->  <\/p>\n<section class=\"pfms-section pfms-section--soft\" id=\"gpu-metricas\"><!-- [et_pb_line_break_holder] -->    <\/p>\n<div class=\"pfms-wrap\"><!-- [et_pb_line_break_holder] -->      <\/p>\n<div class=\"pfms-center\"><!-- [et_pb_line_break_holder] -->        <pee class=\"prehead\">M\u00c9TRIQUES SUPERVIS\u00c9ES<\/pee><!-- [et_pb_line_break_holder] -->        <\/p>\n<h2 class=\"h2-b\">Ce que vous pouvez superviser avec Pandora FMS<\/h2>\n<p><!-- [et_pb_line_break_holder] -->        <pee class=\"pfms-lead-dark\" style=\"margin:18px auto 0;\">Pandora FMS collecte les m\u00e9triques cl\u00e9s des GPU NVIDIA afin de d\u00e9tecter la saturation, la pression m\u00e9moire, le risque thermique, les erreurs et les d\u00e9fis de capacit\u00e9.<\/pee><!-- [et_pb_line_break_holder] -->      <\/div>\n<p><!-- [et_pb_line_break_holder] -->      <\/p>\n<div class=\"pfms-metric-table\"><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-metric-row\">\n<div class=\"pfms-metric-head\">Performance<\/div>\n<div class=\"pfms-metric-body\">\n<ul>\n<li>Utilisation du GPU (%)<\/li>\n<li>\u00c9tat op\u00e9rationnel du GPU<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-metric-row\">\n<div class=\"pfms-metric-head\">M\u00e9moire<\/div>\n<div class=\"pfms-metric-body\">\n<ul>\n<li>M\u00e9moire utilis\u00e9e, libre et totale (MiB)<\/li>\n<li>Pourcentage d\u2019utilisation de la m\u00e9moire<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-metric-row\">\n<div class=\"pfms-metric-head\">Temp\u00e9rature et \u00e9nergie<\/div>\n<div class=\"pfms-metric-body\">\n<ul>\n<li>Temp\u00e9rature (\u00b0C)<\/li>\n<li>Consommation instantan\u00e9e et limite de puissance (W)<\/li>\n<li>Vitesse de ventilation lorsque disponible<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-metric-row\">\n<div class=\"pfms-metric-head\">Sant\u00e9 et informations techniques<\/div>\n<div class=\"pfms-metric-body\">\n<ul>\n<li>Erreurs ECC lorsque disponibles<\/li>\n<li>Mod\u00e8le de GPU et version du pilote<\/li>\n<li>Version CUDA prise en charge<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] -->      <\/div>\n<p><!-- [et_pb_line_break_holder] -->      <\/p>\n<div class=\"pfms-note\"><strong>Pour les \u00e9quipes techniques :<\/strong> le plugin g\u00e9n\u00e8re des m\u00e9triques individuelles par GPU et des m\u00e9triques globales de l\u2019h\u00f4te via <code>nvidia-smi<\/code>. La documentation technique du plugin sera disponible sur Marketplace.<\/div>\n<p><!-- [et_pb_line_break_holder] -->    <\/div>\n<p><!-- [et_pb_line_break_holder] -->  <\/section>\n<p><!-- [et_pb_line_break_holder] --><\/div>\n<p>[\/et_pb_code][et_pb_code admin_label=\u00a0\u00bbAlertas\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.6&Prime; _module_preset=\u00a0\u00bbdefault\u00a0\u00bb custom_margin=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb custom_padding=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb hover_enabled=\u00a0\u00bb0&Prime; global_colors_info=\u00a0\u00bb{}\u00a0\u00bb sticky_enabled=\u00a0\u00bb0&Prime;]<!-- ALERTES --><!-- [et_pb_line_break_holder] --><\/p>\n<div class=\"pfms-gpu\"><!-- [et_pb_line_break_holder] -->  <\/p>\n<section class=\"pfms-section\" id=\"gpu-alertas\"><!-- [et_pb_line_break_holder] -->    <\/p>\n<div class=\"pfms-wrap\"><!-- [et_pb_line_break_holder] -->      <\/p>\n<div class=\"pfms-center\"><!-- [et_pb_line_break_holder] -->        <pee class=\"prehead\">ALERTES<\/pee><!-- [et_pb_line_break_holder] -->        <\/p>\n<h2 class=\"h2-b\">Alertes pour d\u00e9tecter la saturation, la temp\u00e9rature et les erreurs critiques<\/h2>\n<p><!-- [et_pb_line_break_holder] -->        <pee class=\"pfms-lead-dark\" style=\"margin:18px auto 0;\">Pandora FMS permet de g\u00e9n\u00e9rer des alertes sur les m\u00e9triques GPU afin de d\u00e9tecter la pression m\u00e9moire, les temp\u00e9ratures \u00e9lev\u00e9es, les erreurs ECC ou la perte de disponibilit\u00e9. Les seuils peuvent \u00eatre ajust\u00e9s depuis la console selon le mod\u00e8le de GPU et la politique d\u2019exploitation.<\/pee><!-- [et_pb_line_break_holder] -->      <\/div>\n<p><!-- [et_pb_line_break_holder] -->      <\/p>\n<div class=\"pfms-alert-grid\"><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-alert-item\"><span class=\"pfms-alert-dot pfms-alert-dot--warn\"><\/span>M\u00e9moire GPU \u00e9lev\u00e9e<\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-alert-item\"><span class=\"pfms-alert-dot\"><\/span>Temp\u00e9rature \u00e9lev\u00e9e<\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-alert-item\"><span class=\"pfms-alert-dot\"><\/span>Erreurs ECC lorsque disponibles<\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-alert-item\"><span class=\"pfms-alert-dot\"><\/span>GPU indisponible<\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-alert-item\"><span class=\"pfms-alert-dot\"><\/span>Perte de donn\u00e9es nvidia-smi<\/div>\n<p><!-- [et_pb_line_break_holder] -->      <\/div>\n<p><!-- [et_pb_line_break_holder] -->      <pee class=\"pfms-alert-note\">Les seuils pr\u00e9d\u00e9finis servent de r\u00e9f\u00e9rence et peuvent \u00eatre modifi\u00e9s depuis la console Pandora FMS.<\/pee><!-- [et_pb_line_break_holder] -->    <\/div>\n<p><!-- [et_pb_line_break_holder] -->  <\/section>\n<p><!-- [et_pb_line_break_holder] --><\/div>\n<p>[\/et_pb_code][et_pb_code admin_label=\u00a0\u00bbCompatibilidad y requisitos\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.6&Prime; _module_preset=\u00a0\u00bbdefault\u00a0\u00bb custom_margin=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb custom_padding=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb hover_enabled=\u00a0\u00bb0&Prime; global_colors_info=\u00a0\u00bb{}\u00a0\u00bb sticky_enabled=\u00a0\u00bb0&Prime;]<!-- COMPATIBILIT\u00c9 --><!-- [et_pb_line_break_holder] --><\/p>\n<div class=\"pfms-gpu\"><!-- [et_pb_line_break_holder] -->  <\/p>\n<section class=\"pfms-section pfms-section--soft\" id=\"gpu-compatibilidad\"><!-- [et_pb_line_break_holder] -->    <\/p>\n<div class=\"pfms-wrap\"><!-- [et_pb_line_break_holder] -->      <\/p>\n<div class=\"pfms-center\"><!-- [et_pb_line_break_holder] -->        <pee class=\"prehead\">COMPATIBILIT\u00c9<\/pee><!-- [et_pb_line_break_holder] -->        <\/p>\n<h2 class=\"h2-b\">Compatibilit\u00e9 et pr\u00e9requis<\/h2>\n<p><!-- [et_pb_line_break_holder] -->        <pee class=\"pfms-lead-dark\" style=\"margin:18px auto 0;\">Le plugin est con\u00e7u pour les environnements on-premise, hybrides et cloud avec des GPU NVIDIA expos\u00e9s au syst\u00e8me d\u2019exploitation.<\/pee><!-- [et_pb_line_break_holder] -->      <\/div>\n<p><!-- [et_pb_line_break_holder] -->      <\/p>\n<div class=\"pfms-compat\"><!-- [et_pb_line_break_holder] -->        <\/p>\n<ul class=\"pfms-compat-list\"><!-- [et_pb_line_break_holder] -->          <\/p>\n<li class=\"pfms-compat-item\">GPU <strong>NVIDIA<\/strong><\/li>\n<p><!-- [et_pb_line_break_holder] -->          <\/p>\n<li class=\"pfms-compat-item\"><strong>Linux<\/strong> (amd64 \/ arm64) \u2014 valid\u00e9<\/li>\n<p><!-- [et_pb_line_break_holder] -->          <\/p>\n<li class=\"pfms-compat-item pfms-compat-note\"><strong>Windows<\/strong> (amd64) \u2014 en validation finale<\/li>\n<p><!-- [et_pb_line_break_holder] -->          <\/p>\n<li class=\"pfms-compat-item\">Environnements <strong>on-premise<\/strong> et <strong>hybrides<\/strong><\/li>\n<p><!-- [et_pb_line_break_holder] -->          <\/p>\n<li class=\"pfms-compat-item\"><a href=\"https:\/\/pandorafms.com\/fr\/surveillance-amazon-web-services\/\">AWS<\/a>, <a href=\"https:\/\/pandorafms.com\/fr\/surveillance-de-microsoft-azure\/\">Azure<\/a> et <a href=\"https:\/\/pandorafms.com\/fr\/surveillance-google-cloud\/\">Google Cloud<\/a> si le GPU est expos\u00e9 \u00e0 l\u2019OS<\/li>\n<p><!-- [et_pb_line_break_holder] -->          <\/p>\n<li class=\"pfms-compat-item pfms-compat-info\">N\u00e9cessite le pilote NVIDIA install\u00e9 et <code>nvidia-smi<\/code> disponible sur l\u2019h\u00f4te.<\/li>\n<p><!-- [et_pb_line_break_holder] -->        <\/ul>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-card\"><!-- [et_pb_line_break_holder] -->          <\/p>\n<h3>Limitations actuelles<\/h3>\n<p><!-- [et_pb_line_break_holder] -->          <\/p>\n<ul class=\"pfms-limit-list\"><!-- [et_pb_line_break_holder] -->            <\/p>\n<li>Ne prend pas en charge les GPU AMD ni Intel<\/li>\n<p><!-- [et_pb_line_break_holder] -->            <\/p>\n<li>Ne supervise pas les mod\u00e8les d\u2019IA, les prompts ni les m\u00e9triques MLOps<\/li>\n<p><!-- [et_pb_line_break_holder] -->            <\/p>\n<li>N\u2019inclut pas la d\u00e9tection de drift ni une observabilit\u00e9 IA compl\u00e8te<\/li>\n<p><!-- [et_pb_line_break_holder] -->            <\/p>\n<li>Pour les clusters avec de nombreux GPU par n\u0153ud, il peut \u00eatre n\u00e9cessaire de compl\u00e9ter avec DCGM ou d\u2019autres solutions d\u2019agr\u00e9gation<\/li>\n<p><!-- [et_pb_line_break_holder] -->          <\/ul>\n<p><!-- [et_pb_line_break_holder] -->          <\/p>\n<div class=\"pfms-note\"><strong>Plugin d\u2019agent local.<\/strong> Ne n\u00e9cessite pas d\u2019acc\u00e8s distant au GPU ni de configuration r\u00e9seau suppl\u00e9mentaire.<\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/div>\n<p><!-- [et_pb_line_break_holder] -->      <\/div>\n<p><!-- [et_pb_line_break_holder] -->    <\/div>\n<p><!-- [et_pb_line_break_holder] -->  <\/section>\n<p><!-- [et_pb_line_break_holder] --><\/div>\n<p>[\/et_pb_code][et_pb_code admin_label=\u00a0\u00bbCTA Compatibilidad \u00a0\u00bb _builder_version=\u00a0\u00bb4.27.6&Prime; _module_preset=\u00a0\u00bbdefault\u00a0\u00bb custom_margin=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb custom_padding=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb hover_enabled=\u00a0\u00bb0&Prime; global_colors_info=\u00a0\u00bb{}\u00a0\u00bb sticky_enabled=\u00a0\u00bb0&Prime;]<!-- CTA COMPATIBILIT\u00c9 --><!-- [et_pb_line_break_holder] --><\/p>\n<div class=\"pfms-gpu\"><!-- [et_pb_line_break_holder] -->  <\/p>\n<section class=\"pfms-cta-strip\" id=\"gpu-cta-compatibilidad\"><!-- [et_pb_line_break_holder] -->    <\/p>\n<div class=\"pfms-wrap pfms-cta-strip-inner\"><!-- [et_pb_line_break_holder] -->      <pee>Vous souhaitez v\u00e9rifier si vos GPU NVIDIA sont compatibles avec Pandora FMS ?<\/pee><!-- [et_pb_line_break_holder] -->      <a class=\"prices-2024-btn\" href=\"https:\/\/pandorafms.com\/fr\/contact\/\" target=\"_blank\">Contactez-nous \u2192<\/a><!-- [et_pb_line_break_holder] -->    <\/div>\n<p><!-- [et_pb_line_break_holder] -->  <\/section>\n<p><!-- [et_pb_line_break_holder] --><\/div>\n<p>[\/et_pb_code][et_pb_code admin_label=\u00a0\u00bbPor qu\u00e9 Pandora FMS\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.6&Prime; _module_preset=\u00a0\u00bbdefault\u00a0\u00bb custom_margin=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb custom_padding=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb hover_enabled=\u00a0\u00bb0&Prime; global_colors_info=\u00a0\u00bb{}\u00a0\u00bb sticky_enabled=\u00a0\u00bb0&Prime;]<!-- POURQUOI PANDORA FMS ? --><!-- [et_pb_line_break_holder] --><\/p>\n<div class=\"pfms-gpu\"><!-- [et_pb_line_break_holder] -->  <\/p>\n<section class=\"pfms-section pfms-section--dark\" id=\"gpu-por-que-pandora\"><!-- [et_pb_line_break_holder] -->    <\/p>\n<div class=\"pfms-wrap\"><!-- [et_pb_line_break_holder] -->      <\/p>\n<div class=\"pfms-center\"><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"pfms-partner-tags pfms-partner-tags--center\"><span class=\"prehead\" style=\"color:var(--green)\">POURQUOI PANDORA FMS ?<\/span><\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<h2 class=\"h2-w\">Pourquoi choisir Pandora FMS pour la supervision GPU ?<\/h2>\n<p><!-- [et_pb_line_break_holder] -->        <pee class=\"pfms-lead\" style=\"margin-left:auto;margin-right:auto;\">Pandora FMS n\u2019est pas un outil GPU isol\u00e9. C\u2019est la plateforme o\u00f9 ces m\u00e9triques prennent une r\u00e9elle valeur op\u00e9rationnelle.<\/pee><!-- [et_pb_line_break_holder] -->      <\/div>\n<p><!-- [et_pb_line_break_holder] -->      <\/p>\n<div class=\"pfms-card-grid pfms-card-grid--2\"><!-- [et_pb_line_break_holder] -->        <\/p>\n<article class=\"pfms-card pfms-card--dark\">\n<div class=\"pfms-card__icon\">01<\/div>\n<h3>Une seule console pour l\u2019infrastructure et les GPU<\/h3>\n<pee>Les m\u00e9triques GPU s\u2019int\u00e8grent dans la m\u00eame console que celle o\u00f9 vous contr\u00f4lez serveurs, r\u00e9seau, stockage, services et logs. Sans plateformes s\u00e9par\u00e9es.<\/pee><\/article>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<article class=\"pfms-card pfms-card--dark\">\n<div class=\"pfms-card__icon\">02<\/div>\n<h3>On-premise, hybride et cloud<\/h3>\n<pee>Supervisez les GPU dans vos propres datacenters, environnements hybrides et instances cloud avec GPU NVIDIA expos\u00e9 \u00e0 l\u2019OS, sans d\u00e9pendre d\u2019un fournisseur sp\u00e9cifique.<\/pee><\/article>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<article class=\"pfms-card pfms-card--dark\">\n<div class=\"pfms-card__icon\">03<\/div>\n<h3>Sans dashboards isol\u00e9s<\/h3>\n<pee>Les m\u00e9triques GPU sont int\u00e9gr\u00e9es \u00e0 l\u2019exploitation existante : historique, \u00e9v\u00e9nements, alertes, rapports et dashboards au sein de la m\u00eame plateforme.<\/pee><\/article>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<article class=\"pfms-card pfms-card--dark\">\n<div class=\"pfms-card__icon\">04<\/div>\n<h3>Alertes, historique et rapports<\/h3>\n<pee>Chaque m\u00e9trique GPU peut g\u00e9n\u00e9rer des alertes, \u00eatre historis\u00e9e et appara\u00eetre dans des rapports. Le m\u00eame mod\u00e8le op\u00e9rationnel appliqu\u00e9 aux serveurs et au r\u00e9seau peut \u00e9galement s\u2019appliquer aux GPU.<\/pee><\/article>\n<p><!-- [et_pb_line_break_holder] -->      <\/div>\n<p><!-- [et_pb_line_break_holder] -->    <\/div>\n<p><!-- [et_pb_line_break_holder] -->  <\/section>\n<p><!-- [et_pb_line_break_holder] --><\/div>\n<p>[\/et_pb_code][et_pb_code admin_label=\u00a0\u00bbRecursos relacionados\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.6&Prime; _module_preset=\u00a0\u00bbdefault\u00a0\u00bb custom_margin=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb custom_padding=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb hover_enabled=\u00a0\u00bb0&Prime; global_colors_info=\u00a0\u00bb{}\u00a0\u00bb sticky_enabled=\u00a0\u00bb0&Prime;]<!-- RESSOURCES ASSOCI\u00c9ES --><!-- [et_pb_line_break_holder] --><\/p>\n<div class=\"pfms-gpu\"><!-- [et_pb_line_break_holder] -->  <\/p>\n<section class=\"pfms-section\" id=\"gpu-recursos\"><!-- [et_pb_line_break_holder] -->    <\/p>\n<div class=\"pfms-wrap\"><!-- [et_pb_line_break_holder] -->      <\/p>\n<div class=\"pfms-center\"><!-- [et_pb_line_break_holder] -->        <pee class=\"prehead\">RESSOURCES ASSOCI\u00c9ES<\/pee><!-- [et_pb_line_break_holder] -->        <\/p>\n<h2 class=\"h2-b\">Approfondissez vos connaissances sur la supervision GPU<\/h2>\n<p><!-- [et_pb_line_break_holder] -->      <\/div>\n<p><!-- [et_pb_line_break_holder] -->      <\/p>\n<div class=\"pfms-resource-grid\"><!-- [et_pb_line_break_holder] -->        <a class=\"pfms-resource\" href=\"https:\/\/pandorafms.com\/fr\/it-topics\/gpu-monitoring\/\" target=\"_blank\" rel=\"noopener\"><!-- [et_pb_line_break_holder] -->          <\/p>\n<div class=\"pfms-resource__media\"><!-- [et_pb_line_break_holder] -->            <img decoding=\"async\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"Supervision GPU pour les infrastructures d\u2019IA et les environnements hybrides\" loading=\"lazy\" class=\"lazyload\" data-src=\"https:\/\/pandorafms.com\/wp-content\/uploads\/2026\/06\/GPU_monitoring.webp\"><!-- [et_pb_line_break_holder] -->          <\/div>\n<p><!-- [et_pb_line_break_holder] -->          <\/p>\n<div class=\"pfms-resource__body\"><!-- [et_pb_line_break_holder] -->            <span>IT Topic<\/span><!-- [et_pb_line_break_holder] -->            <\/p>\n<h3>Supervision GPU : monitoring des GPU pour l\u2019IA et les environnements hybrides<\/h3>\n<p><!-- [et_pb_line_break_holder] -->            <pee>Quelles m\u00e9triques contr\u00f4ler, diff\u00e9rence entre nvidia-smi et les plateformes de supervision, et comment int\u00e9grer la supervision GPU dans une strat\u00e9gie d\u2019AI infrastructure monitoring.<\/pee><!-- [et_pb_line_break_holder] -->            <b>Lire l\u2019article \u2192<\/b><!-- [et_pb_line_break_holder] -->          <\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/a><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->        <a class=\"pfms-resource\" href=\"https:\/\/pandorafms.com\/fr\/supervision-serveur\/\" target=\"_blank\" rel=\"noopener\"><!-- [et_pb_line_break_holder] -->          <\/p>\n<div class=\"pfms-resource__media\"><!-- [et_pb_line_break_holder] -->            <img decoding=\"async\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"Supervision compl\u00e8te des serveurs et de l\u2019infrastructure IT\" loading=\"lazy\" class=\"lazyload\" data-src=\"https:\/\/pandorafms.com\/wp-content\/uploads\/2024\/11\/infraestructura-integral-header.png\"><!-- [et_pb_line_break_holder] -->          <\/div>\n<p><!-- [et_pb_line_break_holder] -->          <\/p>\n<div class=\"pfms-resource__body\"><!-- [et_pb_line_break_holder] -->            <span>Solution<\/span><!-- [et_pb_line_break_holder] -->            <\/p>\n<h3>Supervision des serveurs et de l\u2019infrastructure<\/h3>\n<p><!-- [et_pb_line_break_holder] -->            <pee>Pandora FMS permet de superviser les serveurs physiques, virtuels et cloud sur une plateforme unique. Les GPU s\u2019int\u00e8grent dans ce contexte global.<\/pee><!-- [et_pb_line_break_holder] -->            <b>Voir la solution \u2192<\/b><!-- [et_pb_line_break_holder] -->          <\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/a><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->        <a class=\"pfms-resource\" href=\"https:\/\/pandorafms.com\/fr\/ia-management-it-intelligent-monitoring\/\" target=\"_blank\" rel=\"noopener\"><!-- [et_pb_line_break_holder] -->          <\/p>\n<div class=\"pfms-resource__media\"><!-- [et_pb_line_break_holder] -->            <img decoding=\"async\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" alt=\"IA appliqu\u00e9e \u00e0 la gestion IT et \u00e0 la supervision intelligente avec Pandora FMS\" loading=\"lazy\" class=\"lazyload\" data-src=\"https:\/\/pandorafms.com\/wp-content\/uploads\/2024\/11\/ia-pandora-fms-header.jpg\"><!-- [et_pb_line_break_holder] -->          <\/div>\n<p><!-- [et_pb_line_break_holder] -->          <\/p>\n<div class=\"pfms-resource__body\"><!-- [et_pb_line_break_holder] -->            <span>Solution<\/span><!-- [et_pb_line_break_holder] -->            <\/p>\n<h3>IA appliqu\u00e9e \u00e0 la gestion IT et \u00e0 la supervision intelligente<\/h3>\n<p><!-- [et_pb_line_break_holder] -->            <pee>D\u00e9tection d\u2019anomalies, pr\u00e9diction et automatisation dans votre infrastructure IT. La supervision GPU est une composante d\u2019une strat\u00e9gie plus large d\u2019AI infrastructure monitoring.<\/pee><!-- [et_pb_line_break_holder] -->            <b>Voir la solution \u2192<\/b><!-- [et_pb_line_break_holder] -->          <\/div>\n<p><!-- [et_pb_line_break_holder] -->        <\/a><!-- [et_pb_line_break_holder] -->      <\/div>\n<p><!-- [et_pb_line_break_holder] -->    <\/div>\n<p><!-- [et_pb_line_break_holder] -->  <\/section>\n<p><!-- [et_pb_line_break_holder] --><\/div>\n<p>[\/et_pb_code][et_pb_code admin_label=\u00a0\u00bbFAQ\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.6&Prime; _module_preset=\u00a0\u00bbdefault\u00a0\u00bb custom_margin=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb custom_padding=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb hover_enabled=\u00a0\u00bb0&Prime; global_colors_info=\u00a0\u00bb{}\u00a0\u00bb sticky_enabled=\u00a0\u00bb0&Prime;]<!-- FAQ --><!-- [et_pb_line_break_holder] --><\/p>\n<div class=\"pfms-gpu\"><!-- [et_pb_line_break_holder] -->  <\/p>\n<section class=\"pfms-section pfms-section--soft msp-faq-section\" id=\"gpu-faq\"><!-- [et_pb_line_break_holder] -->    <\/p>\n<div class=\"pfms-wrap msp-faq-inner\"><!-- [et_pb_line_break_holder] -->      <\/p>\n<div class=\"msp-faq-layout\"><!-- [et_pb_line_break_holder] -->        <\/p>\n<aside class=\"msp-faq-index\" aria-label=\"Index des questions fr\u00e9quentes\"><!-- [et_pb_line_break_holder] -->          <\/p>\n<h2>Questions fr\u00e9quentes<\/h2>\n<p><!-- [et_pb_line_break_holder] -->          <\/p>\n<ul><!-- [et_pb_line_break_holder] -->            <\/p>\n<li><a href=\"#faq-definition\">Qu\u2019est-ce que la supervision GPU<\/a><\/li>\n<p><!-- [et_pb_line_break_holder] -->            <\/p>\n<li><a href=\"#faq-gpus-prises-en-charge\">GPU pris en charge<\/a><\/li>\n<p><!-- [et_pb_line_break_holder] -->            <\/p>\n<li><a href=\"#faq-environnements\">Environnements<\/a><\/li>\n<p><!-- [et_pb_line_break_holder] -->            <\/p>\n<li><a href=\"#faq-metriques\">M\u00e9triques<\/a><\/li>\n<p><!-- [et_pb_line_break_holder] -->            <\/p>\n<li><a href=\"#faq-nvidia-smi\">nvidia-smi<\/a><\/li>\n<p><!-- [et_pb_line_break_holder] -->            <\/p>\n<li><a href=\"#faq-mlops\">MLOps<\/a><\/li>\n<p><!-- [et_pb_line_break_holder] -->          <\/ul>\n<p><!-- [et_pb_line_break_holder] -->        <\/aside>\n<p><!-- [et_pb_line_break_holder] -->        <\/p>\n<div class=\"msp-faq-content\"><!-- [et_pb_line_break_holder] -->          <\/p>\n<h2>Questions fr\u00e9quentes sur la supervision GPU<\/h2>\n<p><!-- [et_pb_line_break_holder] -->          <\/p>\n<section class=\"msp-faq-block\" id=\"faq-definition\">\n<h3>Concept<\/h3>\n<div class=\"msp-faq-grid\">\n<article class=\"msp-faq-item\">\n<h4>Qu\u2019est-ce que la supervision GPU ?<\/h4>\n<pee>La supervision GPU consiste \u00e0 surveiller en continu l\u2019\u00e9tat, l\u2019utilisation, la m\u00e9moire, la temp\u00e9rature, la consommation et les erreurs des GPU dans des environnements professionnels. Elle s\u2019applique aux infrastructures d\u2019IA, de HPC, d\u2019inf\u00e9rence et d\u2019entra\u00eenement de mod\u00e8les. Elle ne doit pas \u00eatre confondue avec les outils de gaming, d\u2019overclocking ou de tuning graphique.<\/pee><\/article>\n<article class=\"msp-faq-item\" id=\"faq-gpus-prises-en-charge\">\n<h4>Quels GPU le plugin Pandora FMS prend-il en charge ?<\/h4>\n<pee>Le plugin prend en charge les GPU NVIDIA. Il utilise <code>nvidia-smi<\/code> comme source de donn\u00e9es et n\u00e9cessite que le pilote NVIDIA soit install\u00e9 sur l\u2019h\u00f4te. Il ne prend pas en charge AMD ni Intel dans la version actuelle.<\/pee><\/article>\n<\/div>\n<\/section>\n<p><!-- [et_pb_line_break_holder] -->          <\/p>\n<section class=\"msp-faq-block\" id=\"faq-environnements\">\n<h3>Compatibilit\u00e9<\/h3>\n<div class=\"msp-faq-grid\">\n<article class=\"msp-faq-item\">\n<h4>Fonctionne-t-il dans les environnements on-premise et cloud ?<\/h4>\n<pee>Oui. Le plugin fonctionne comme agent local sur l\u2019h\u00f4te avec le GPU. Linux est valid\u00e9 (amd64 \/ arm64). Windows est en validation finale. Il peut \u00eatre utilis\u00e9 sur des serveurs on-premise, des environnements hybrides et des instances cloud avec GPU expos\u00e9 au syst\u00e8me d\u2019exploitation. Il ne n\u00e9cessite pas d\u2019acc\u00e8s distant ni de configuration r\u00e9seau suppl\u00e9mentaire.<\/pee><\/article>\n<article class=\"msp-faq-item\" id=\"faq-metriques\">\n<h4>Quelles m\u00e9triques supervise-t-il ?<\/h4>\n<pee>Le plugin couvre l\u2019utilisation et l\u2019\u00e9tat du GPU, la m\u00e9moire utilis\u00e9e et libre, la temp\u00e9rature, la consommation et la limite de puissance, les erreurs ECC lorsque disponibles, ainsi que des donn\u00e9es techniques comme le mod\u00e8le de GPU, la version du pilote et la version CUDA. La documentation technique du plugin sera disponible sur Marketplace.<\/pee><\/article>\n<\/div>\n<\/section>\n<p><!-- [et_pb_line_break_holder] -->          <\/p>\n<section class=\"msp-faq-block\" id=\"faq-nvidia-smi\" style=\"margin-bottom:0;\">\n<h3>Diff\u00e9rences<\/h3>\n<div class=\"msp-faq-grid\">\n<article class=\"msp-faq-item\">\n<h4>Quelle est la diff\u00e9rence entre nvidia-smi et Pandora FMS pour la supervision GPU ?<\/h4>\n<pee><code>nvidia-smi<\/code> est un utilitaire en ligne de commande utile pour des consultations ponctuelles. Pandora FMS utilise <code>nvidia-smi<\/code> comme source de donn\u00e9es et int\u00e8gre ces m\u00e9triques dans une plateforme avec historique, alertes, dashboards, rapports et corr\u00e9lation avec le reste de l\u2019infrastructure.<\/pee><\/article>\n<article class=\"msp-faq-item\" id=\"faq-mlops\">\n<h4>Le plugin supervise-t-il les mod\u00e8les d\u2019IA ou les m\u00e9triques MLOps ?<\/h4>\n<pee>Non. Le plugin supervise l\u2019infrastructure GPU : mat\u00e9riel, performance, m\u00e9moire, temp\u00e9rature et consommation. Il ne supervise pas les mod\u00e8les d\u2019IA, les prompts, la d\u00e9tection de drift ni les m\u00e9triques MLOps.<\/pee><\/article>\n<\/div>\n<\/section>\n<p><!-- [et_pb_line_break_holder] -->        <\/div>\n<p><!-- [et_pb_line_break_holder] -->      <\/div>\n<p><!-- [et_pb_line_break_holder] -->    <\/div>\n<p><!-- [et_pb_line_break_holder] -->  <\/section>\n<p><!-- [et_pb_line_break_holder] --><\/div>\n<p>[\/et_pb_code][et_pb_code admin_label=\u00a0\u00bbCTA final\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.6&Prime; _module_preset=\u00a0\u00bbdefault\u00a0\u00bb custom_margin=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb custom_padding=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb hover_enabled=\u00a0\u00bb0&Prime; global_colors_info=\u00a0\u00bb{}\u00a0\u00bb sticky_enabled=\u00a0\u00bb0&Prime;]<!-- CTA FINAL --><!-- [et_pb_line_break_holder] --><\/p>\n<div class=\"pfms-gpu\"><!-- [et_pb_line_break_holder] -->  <\/p>\n<section class=\"pfms-cta pfms-cta--gpu-bg\" id=\"gpu-cta-final\"><!-- [et_pb_line_break_holder] -->    <\/p>\n<div class=\"pfms-wrap\"><!-- [et_pb_line_break_holder] -->      <\/p>\n<div class=\"pfms-partner-tags pfms-partner-tags--center\"><span class=\"prehead\" style=\"color:var(--green)\">Supervision GPU avec Pandora FMS<\/span><\/div>\n<p><!-- [et_pb_line_break_holder] -->      <\/p>\n<h2 class=\"h2-w\">Commencez \u00e0 superviser vos GPU NVIDIA avec Pandora FMS<\/h2>\n<p><!-- [et_pb_line_break_holder] -->      <pee>Int\u00e9grez la supervision des GPU NVIDIA dans votre exploitation IT et transformez des m\u00e9triques isol\u00e9es en alertes, historique, dashboards et rapports op\u00e9rationnels.<\/pee><!-- [et_pb_line_break_holder] -->      <\/p>\n<div class=\"pfms-actions\"><!-- [et_pb_line_break_holder] -->        <a class=\"prices-2024-btn\" href=\"https:\/\/pandorafms.com\/fr\/essai-gratuit\/\" target=\"_blank\">Demandez votre essai gratuit \u2192<\/a><!-- [et_pb_line_break_holder] -->        <a class=\"secundario-2024-btn\" href=\"https:\/\/pandorafms.com\/fr\/contact\/\" target=\"_blank\">Contactez-nous \u2192<\/a><!-- [et_pb_line_break_holder] -->      <\/div>\n<p><!-- [et_pb_line_break_holder] -->    <\/div>\n<p><!-- [et_pb_line_break_holder] -->  <\/section>\n<p><!-- [et_pb_line_break_holder] --><\/div>\n<p>[\/et_pb_code][et_pb_code admin_label=\u00a0\u00bbJSON\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.6&Prime; _module_preset=\u00a0\u00bbdefault\u00a0\u00bb custom_margin=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb custom_padding=\u00a0\u00bb0px||0px||true|false\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb]<script type=\"application\/ld+json\"><!-- [et_pb_line_break_holder] -->{\"@context\":\"https:\/\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"\u00bfQu\u00e9 es GPU monitoring?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"GPU monitoring es la supervisi\u00f3n continua del estado, utilizaci\u00f3n, memoria, temperatura, consumo y errores de las GPUs en entornos profesionales. Se aplica a infraestructuras de IA, HPC, inferencia y entrenamiento de modelos. No debe confundirse con herramientas de gaming, overclocking o tuning gr\u00e1fico.\"}},{\"@type\":\"Question\",\"name\":\"\u00bfQu\u00e9 GPUs soporta el plugin de Pandora FMS?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"El plugin soporta GPUs NVIDIA. Utiliza nvidia-smi como fuente de datos y requiere que el driver NVIDIA est\u00e9 instalado en el host. No soporta AMD ni Intel en la versi\u00f3n actual.\"}},{\"@type\":\"Question\",\"name\":\"\u00bfFunciona en entornos on-premise y cloud?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"S\u00ed. El plugin funciona como agente local en el host con la GPU. Linux est\u00e1 validado (amd64 \/ arm64). Windows est\u00e1 en validaci\u00f3n final. Puede usarse en servidores on-premise, entornos h\u00edbridos e instancias cloud con GPU expuesta al sistema operativo. No requiere acceso remoto ni configuraci\u00f3n adicional de red.\"}},{\"@type\":\"Question\",\"name\":\"\u00bfQu\u00e9 m\u00e9tricas monitoriza?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"El plugin cubre utilizaci\u00f3n y estado de GPU, memoria usada y libre, temperatura, consumo y l\u00edmite de potencia, errores ECC cuando aplican, y datos t\u00e9cnicos como modelo de GPU, versi\u00f3n de driver y versi\u00f3n CUDA. La documentaci\u00f3n t\u00e9cnica del plugin estar\u00e1 disponible en Marketplace.\"}},{\"@type\":\"Question\",\"name\":\"\u00bfQu\u00e9 diferencia hay entre nvidia-smi y Pandora FMS para GPU monitoring?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"nvidia-smi es una utilidad de l\u00ednea de comandos \u00fatil para consultas puntuales. Pandora FMS usa nvidia-smi como fuente de datos e integra esas m\u00e9tricas en una plataforma con hist\u00f3rico, alertas, dashboards, informes y correlaci\u00f3n con el resto de la infraestructura.\"}},{\"@type\":\"Question\",\"name\":\"\u00bfEl plugin monitoriza modelos de IA o m\u00e9tricas MLOps?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"No. El plugin monitoriza la infraestructura GPU: hardware, rendimiento, memoria, temperatura y consumo. 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