Digital Feedback Loop

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.content.hero .hc-title h2 {background: #1c1c1c;box-shadow: 0.6em 0 0 #1c1c1c, -0.5em 0 0 #1c1c1c;} .content.hero .hc-title h2 span {color: #ffffff;} .content.hero .hc-title.hc-title-white h1 {background-color: #1c1c1c;color: #fff; box-shadow: 0.6em 0 0 #1c1c1c, -0.5em 0 0 #1c1c1c; -moz-box-shadow: 0.6em 0 0 #1c1c1c,-0.5em 0 0 #1c1c1c; -webkit-box-shadow: 0.6em 0 0 #1c1c1c, -0.5em 0 0 #1c1c1c; } } </style> <div class="content hero"> <div class="wrapper"> <div class="hero-inner"> <div class="hero-caption"> <div class="hc-title hc-title-white"> <h2><span>WIND RIVER STUDIO:</span> OPERATE</h2> <h1>Digital Feedback Loop</h1> </div> <div class="hc-desc hc-black"> <p><span class="_ci">Gain real-time analytics and insights from combined OS-level and application-specific data to make data-driven decisions and optimize health, performance, and maintenance of assets deployed at the edge.</span></p> </div> <div class="ci-cta"> <a href="#speak_to_an_expert" data-bs-target="#speak_to_an_expert" data-bs-toggle="modal" class="btn green" onclick="ga('send', 'event', 'Product', 'Hero CTA', 'Schedule a demo');">Schedule a Demo</a> </div> </div> <video autoplay muted loop> <source src="/sites/default/files/2022-09/hero-digital-feedback-loop.mp4" type="video/mp4" /> </video> <div class="hero-image" style="background-image:url(/sites/default/files/2022-09/hero-feedback.jpg);"></div>  </div> </div> </div></div> </div> </div> <div class="field__item"> <div class="paragraph paragraph--type--legacy-html paragraph--view-mode--default" id="paragraph-id--1581"> <div class="clearfix text-formatted field field--name-field-html field--type-text-long field--label-hidden field__item"><style> .content.promo-teal{ background-color: #6C9694; padding: 50px 0px 50px 0px; } .promo-teal h2 { font-family: roboto, sans-serif; font-size: 30px; line-height: 39px; font-weight: 300; color: #ffffff; text-align: center; } .promo-teal p{ font-size: 18px; line-height: 24px; font-family: roboto, sans-serif; font-weight: normal; color: #ffffff; text-align: center; } </style> <style> @media (prefers-color-scheme: dark) { body.darktheme .content.promo-teal p{ color: #ffffff !important; background-color:inherit!important; } } </style> <div class="content promo-teal"> <div class="wrapper w-inner"> <h2>Digital feedback loop (DFL) provides rapid feedback on performance of systems and applications operating at the intelligent edge.</h2> <p> Define, embed, and share data including telemetry, logs, images, and events from edge devices at scale. Collect and integrate metadata and telemetry data from deployed systems to provide curated real-time insights to optimize performance, features, and user behavior across these systems. Wind River<sup><small>®</small></sup> Studio closes the feedback loop with a role-based command console to trigger manual or automated responses such as device reboot, power-cycle, configuration update, or switching operating modes. </p> </div> </div></div> </div> </div> <div class="field__item"> <div class="paragraph paragraph--type--legacy-html paragraph--view-mode--default" id="paragraph-id--1582"> <div class="clearfix text-formatted field field--name-field-html field--type-text-long field--label-hidden field__item"> <style> h2.title30{ font-family: roboto, sans-serif; font-size: 30px; line-height: 39px; font-weight: 300; color:#1C1C1C; margin-bottom:65px; font-style: normal; } .tile-gray{ background: #505050; margin: 10px; padding: 40px 23px 40px 23px; min-width: 300px; flex-basis: calc(33.333% - 20px); } .tile-gray .tg-icon svg { max-width: 80px; height: 80px; } .tile-gray h4{ font-size: 18px; line-height: 1.25em !important; font-family: roboto, sans-serif; font-weight: bold; color: #fff; margin-top: 30px; margin-bottom: 20px; } .tile-gray p{ font-size: 18px; line-height: 20px; font-family: roboto, sans-serif; font-weight: normal; color: #fff; } .row-tile{ display:flex; flex-wrap: wrap; } .content.ct100{ margin-top:100px; } </style> <style> @media (prefers-color-scheme: dark) { body.darktheme .content .tile-gray p{ color: #ffffff !important; background-color:inherit!important; } } </style> <style> @media screen and (max-width: 767px) { .tile-gray{ flex-basis: calc(50% - 20px); } .tile-gray{ min-width: 0; width: 100%; } } @media screen and (max-width: 679px) { .tile-gray{ flex-basis: calc(100% - 20px); } } .wlink span, .tile-gray .wlink { color: #30E4D0; font-weight:bold; } </style> <div class="content ct100"> <div class="wrapper"> <h2 class="title30">Wind River Studio Digital Feedback Loop Solutions</h2> <div class="row-tile"> <div class="tile-gray"> <div class="tg-icon"> <svg id="Layer_2" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 88.41 100"><defs><style>.cls-1{fill:#ffffff;}</style></defs><g id="Layer_1-2"><g><g><path class="cls-1" d="M69.98,54.39H14.91c-8.22,0-14.91-6.69-14.91-14.91s6.69-14.91,14.91-14.91c.56,0,1.13,.04,1.71,.11C17.91,10.76,29.61,0,43.67,0c11.29,0,21.42,7.03,25.41,17.57,.3-.02,.6-.03,.9-.03,10.16,0,18.42,8.26,18.42,18.42s-8.26,18.42-18.42,18.42ZM14.91,26.32c-7.26,0-13.16,5.9-13.16,13.16s5.9,13.16,13.16,13.16h55.07c9.19,0,16.67-7.48,16.67-16.67s-7.48-16.67-16.67-16.67c-.48,0-.96,.03-1.43,.07l-.68,.06-.22-.64C64.08,8.6,54.44,1.75,43.67,1.75c-13.45,0-24.6,10.53-25.36,23.97l-.06,.99-.98-.18c-.83-.15-1.6-.23-2.36-.23Z"/><polygon class="cls-1" points="23.25 98.25 10.09 98.25 10.09 73.68 24.12 73.68 24.12 83.29 22.37 83.29 22.37 75.44 11.84 75.44 11.84 96.49 23.25 96.49 23.25 98.25"/><path class="cls-1" d="M11.84,98.25H3.07v-11.84l8.77-6.58v18.42Zm-7.02-1.75h5.26v-13.16l-5.26,3.95v9.21Z"/><path class="cls-1" d="M32.9,98.25h-14.03v-15.79h14.03v15.79Zm-12.28-1.75h10.53v-12.28h-10.53v12.28Z"/><path class="cls-1" d="M70.5,78.91c3.43,0,6.86,.04,7.53,.13,.38,.05,.71,.26,.91,.57l4.43,7.34c.26,.42,.4,.89,.4,1.38v8.74c0,.65-.55,1.18-1.22,1.18h-2.85c-.67,0-1.19-.53-1.19-1.18v-4.09h-15.45v4.09c0,.65-.55,1.18-1.22,1.18h-3.17c-.67,0-1.22-.53-1.22-1.18v-8.74c0-.49,.14-.96,.4-1.38l4.21-7.34c.2-.31,.53-.52,.91-.57,.67-.09,4.1-.13,7.53-.13m0-1.75c-1.56,0-6.72,.01-7.76,.14-.9,.11-1.69,.62-2.17,1.38l-4.25,7.4c-.4,.64-.63,1.44-.63,2.25v8.74c0,1.62,1.34,2.93,2.98,2.93h3.17c1.64,0,2.97-1.32,2.97-2.93v-2.33h11.94v2.33c0,1.62,1.32,2.93,2.94,2.93h2.85c1.64,0,2.98-1.32,2.98-2.93v-8.74c0-.82-.23-1.62-.67-2.31l-4.41-7.31c-.49-.79-1.29-1.29-2.19-1.41-1.03-.13-6.2-.14-7.75-.14"/><rect class="cls-1" x="43.42" y="53.07" width="1.75" height="10.53"/><polygon class="cls-1" points="60.97 73.25 59.21 73.25 59.21 64.91 29.39 64.91 29.39 73.25 27.63 73.25 27.63 63.16 60.97 63.16 60.97 73.25"/><rect class="cls-1" x=".44" y="96.49" width="35.09" height="1.75"/><rect class="cls-1" x="57.46" y="84.21" width="26.32" height="1.75"/><path class="cls-1" d="M63.6,88.69c0,.97-.78,1.75-1.75,1.75s-1.75-.78-1.75-1.75,.78-1.75,1.75-1.75,1.75,.79,1.75,1.75"/><path class="cls-1" d="M81.14,88.69c0,.97-.78,1.75-1.75,1.75s-1.75-.78-1.75-1.75,.78-1.75,1.75-1.75,1.75,.79,1.75,1.75"/><rect class="cls-1" x="53.84" y="82.46" width="5.26" height="1.75"/><rect class="cls-1" x="81.8" y="82.46" width="5.26" height="1.75"/><rect class="cls-1" x="56.47" y="92.98" width="6.36" height="1.75"/><rect class="cls-1" x="78.51" y="92.98" width="5.26" height="1.75"/></g><path class="cls-1" d="M54.02,28.61h-4.52v-6.65c0-1.7-1.43-3.09-3.18-3.09h-4.23c-1.75,0-3.18,1.38-3.18,3.09v6.65h-4.52v-6.65c0-4.16,3.46-7.54,7.7-7.54h4.23c4.25,0,7.7,3.38,7.7,7.54v6.65Zm-3.02-1.5h1.52v-5.15c0-3.33-2.78-6.04-6.2-6.04h-4.23c-3.42,0-6.2,2.71-6.2,6.04v5.15h1.52v-5.15c0-2.53,2.1-4.59,4.68-4.59h4.23c2.58,0,4.68,2.06,4.68,4.59v5.15Z"/><path class="cls-1" d="M55.08,46.75h-21.76c-.75,0-1.35-.61-1.35-1.35V28.47c0-.75,.61-1.35,1.35-1.35h21.76c.75,0,1.35,.61,1.35,1.35v16.93c0,.75-.61,1.35-1.35,1.35Zm-21.62-1.5h21.47V28.61h-21.47v16.63Z"/><rect class="cls-1" x="32.72" y="30.74" width="22.97" height="1.5"/><rect class="cls-1" x="32.72" y="41.62" width="22.97" height="1.5"/></g></g></svg> </div> <h4>DFL Edge Agent (SDK) </h4> <p> Provides a lightweight, platform-agnostic solution to securely connect IoT endpoints during development or operations to a Studio cloud provider of choice. Deployed via the Studio Linux or VxWorks<sup>®</sup> Build System in the applications and middleware, the DFL Edge Agent enables secure bidirectional connectivity between the device and Studio cloud. Offers both flexibility and simplicity in accessing OS telemetry as well as device-specific data types and custom commands. </p> </div> <div class="tile-gray"> <div class="tg-icon"> <svg id="Layer_2" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 100 62.07"><defs><style>.cls-1,.cls-2{fill:#ffffff;}.cls-2{stroke:#ffffff;stroke-miterlimit:10;}</style></defs><g id="Layer_1-2"><g><g><path class="cls-2" d="M49.46,46.65l-.44-.68c-.05-.08-.09-.14-.14-.21l-.56-.96c-1.3-2.24-2.6-4.48-3.9-6.72L27.78,9.3s-.05-.08-.07-.14l-.37-.71,15.63,.05,.16,.25s.06,.09,.09,.14l2.45,4.24c3.11,5.39,6.23,10.78,9.34,16.17,.46,.79,.9,1.58,1.35,2.38l.58,1.04s.04,.07,.06,.11c.02,.04,.04,.08,.06,.12,.15,.23,.15,.49,0,.72-.06,.1-.12,.2-.17,.29l-.11,.19-6.75,11.58c-.04,.07-.09,.14-.13,.22l-.43,.7ZM28.8,9.33l16.38,28.3c1.3,2.24,2.6,4.48,3.9,6.72l.37,.64,6.67-11.46c.04-.08,.09-.15,.13-.23-.01-.02-.03-.05-.04-.07l-.04-.08-.58-1.04c-.44-.79-.89-1.58-1.34-2.37-3.11-5.39-6.22-10.78-9.34-16.17l-2.42-4.19-13.69-.04Z"/><path 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d="M59.6,46.74c-.87,0-1.74,0-2.61,0h-1.28c-.05,0-.11,0-.17-.01l-.8-.04,.34-.61c.99-1.8,1.99-3.59,2.98-5.37l1.45-2.61,.41,.42c.31,.32,4.16,7.06,4.34,7.59l.18,.54-.7,.03c-.09,0-.16,0-.24,.01h-.87c-.75,.02-1.5,.03-2.25,.04-.26,0-.52,0-.78,0Zm-3.41-.88h.8c1.13,0,2.26,.01,3.39,0,.75,0,1.5-.01,2.24-.02h.54c-.74-1.38-2.7-4.81-3.52-6.18l-.82,1.47c-.88,1.57-1.75,3.14-2.63,4.73Z"/></g><path class="cls-1" d="M10.17,1.72H89.48V53.45H10.17V1.72Zm-1.72,53.45H91.2V0H8.44V55.17Z"/><path class="cls-1" d="M98.06,55.17c-.77,2.97-3.47,5.17-6.68,5.17H8.62c-3.21,0-5.91-2.2-6.68-5.17H98.06m1.94-1.72H0c0,4.76,3.86,8.62,8.62,8.62H91.38c4.76,0,8.62-3.86,8.62-8.62"/></g></g></svg> </div> <h4>Device Management</h4> <p> Provides a scalable framework for the end-to-end management of devices over their lifecycles, from secure enlistment to metadata registration, remotely accessing the device state in real time; and a role-based command console to troubleshoot and manage the devices, both individually and collectively as a fleet. </p> </div> <div class="tile-gray"> <div class="tg-icon"> <svg id="Layer_2" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 100 84.49"><defs><style>.cls-1{fill:#ffffff;}</style></defs><g id="Layer_1-2"><g><g><path class="cls-1" d="M15.22,35.04v1.15h-6.47v-1.15h2.58v-8.23c0-.25,0-.5,.02-.75l-2.15,1.84c-.07,.06-.15,.1-.22,.11-.07,.01-.14,.02-.2,0-.06-.01-.12-.03-.17-.07-.05-.03-.09-.07-.12-.11l-.47-.65,3.6-3.11h1.22v10.95h2.37Z"/><path class="cls-1" 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Extends the security hardening of Studio to provide a single pane of glass across the lifecycle of critical embedded workflows. Use early insights from data during development to identify and solve problems before releasing applications. During operation, use machine data to explore customer and device behavior and manage maintenance risks and costs. 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d="M50.26,73.96c0,1.68-.18,3.13-.54,4.35-.36,1.23-.86,2.24-1.48,3.04-.62,.8-1.36,1.4-2.21,1.79-.85,.39-1.76,.59-2.74,.59s-1.89-.2-2.73-.59c-.84-.39-1.58-.99-2.2-1.79-.63-.8-1.11-1.82-1.47-3.04-.35-1.23-.53-2.68-.53-4.35s.18-3.13,.53-4.36c.36-1.23,.85-2.25,1.47-3.05,.62-.81,1.36-1.41,2.2-1.8,.84-.39,1.75-.59,2.73-.59s1.88,.19,2.74,.59c.85,.39,1.59,.99,2.21,1.8,.62,.81,1.12,1.82,1.48,3.05,.36,1.23,.54,2.68,.54,4.36m-2.47,0c0-1.46-.12-2.69-.37-3.68-.25-.99-.57-1.79-.99-2.4-.41-.61-.9-1.04-1.44-1.3-.54-.26-1.11-.39-1.7-.39s-1.15,.13-1.7,.39c-.54,.26-1.02,.7-1.43,1.3-.41,.61-.74,1.41-.98,2.4-.25,.99-.37,2.22-.37,3.68s.12,2.69,.37,3.67c.25,.99,.57,1.79,.98,2.39s.89,1.04,1.43,1.3c.54,.26,1.11,.39,1.7,.39s1.16-.13,1.7-.39c.54-.26,1.02-.7,1.44-1.3,.41-.61,.74-1.4,.99-2.39,.24-.99,.37-2.21,.37-3.67"/><path class="cls-1" d="M67.34,81.71v1.82h-10.27v-1.82h4.1v-13.06c0-.39,.01-.79,.04-1.19l-3.41,2.93c-.12,.1-.23,.16-.35,.18-.11,.02-.22,.03-.32,0-.1-.02-.19-.05-.27-.11-.08-.05-.15-.11-.19-.17l-.75-1.03,5.71-4.93h1.94v17.38h3.77Z"/><path class="cls-1" d="M85.52,81.71v1.82h-10.27v-1.82h4.1v-13.06c0-.39,.01-.79,.04-1.19l-3.41,2.93c-.12,.1-.23,.16-.35,.18-.11,.02-.22,.03-.32,0-.1-.02-.19-.05-.27-.11-.08-.05-.15-.11-.19-.17l-.75-1.03,5.71-4.93h1.94v17.38h3.77Z"/></g></g></svg> </div> <h4>Data Management</h4> <p> Provides built-in support for flexible schemas, a network-efficient communication protocol for data packet management, security for data at rest and in transit, a scalable data pipeline for real-time processing, and REST APIs for integration with analytics and business intelligence tools. </p> </div> <a href="/studio/deploy/digital-twin" onclick="javascript:ga('send', 'event', 'Digital Twin (Powered by Wind River Simics', 'Link', 'Learn More');" class="tile-gray"> <div class="tg-icon"> <svg 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d="M27.57,55.24c-.38,0-.77-.11-1.11-.33l-.85-.55c-.95-.61-1.21-1.88-.6-2.82,.61-.95,1.88-1.21,2.82-.6l.85,.55c.95,.61,1.21,1.88,.6,2.82-.39,.6-1.05,.93-1.71,.93Z"/><path class="cls-1-green" d="M43.19,65.38c-.38,0-.77-.11-1.11-.33l-1.95-1.27c-.95-.61-1.21-1.88-.6-2.82,.61-.95,1.88-1.22,2.82-.6l1.95,1.27c.95,.61,1.21,1.88,.6,2.82-.39,.6-1.04,.93-1.71,.93Zm-7.81-5.07c-.38,0-.77-.11-1.11-.33l-1.95-1.27c-.95-.61-1.21-1.88-.6-2.82,.61-.95,1.88-1.22,2.82-.6l1.95,1.27c.94,.61,1.21,1.88,.6,2.82-.39,.6-1.04,.93-1.71,.93Z"/><path class="cls-1-green" d="M49.9,69.74c-.38,0-.77-.11-1.11-.33l-.86-.55c-.95-.61-1.21-1.88-.6-2.82,.61-.95,1.88-1.21,2.82-.6l.86,.55c.95,.61,1.21,1.88,.6,2.82-.39,.6-1.04,.93-1.71,.93Z"/></g></g></svg> </div> <h4>Digital Twin (Powered by Wind River Simics<small><sup>®</sup></small>)</h4> <p> Provides use of DFL in conjunction with a virtual "simulated" machine or system to maintain a persistent record of machine state (irrespective of connectivity) and model machine state through simulation. Explore “what if” scenarios in a virtual environment before working on real hardware – with geographically dispersed teams anywhere in the world. </p> <span class="wlink"><span>Learn More »</span></span> </a> <div class="tile-gray"> <div class="tg-icon"> <svg id="Layer_2" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 100.81 100"><defs><style>.cls-1{fill:#ffffff;}</style></defs><g id="Layer_1-2"><g id="near_real_time_seamless_multiple"><g id="Layer_2-2"><g id="Layer_1-2"><path class="cls-1" 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d="M50.29,92.51c-.59,0-1.07-.48-1.07-1.07v-13.82c0-.59,.48-1.07,1.07-1.07s1.07,.48,1.07,1.07v13.82c0,.59-.48,1.07-1.07,1.07Z"/></g></g></g></g></svg> </div> <h4>Development and Integration</h4> <p> Provides a resource and policy manager for granular role-based access control per device and user group. Allows secure storage of device secrets with provisions for remote renewal and revocation, and RESTful APIs for device interactions with complete traceability including request-response logs. </p> </div> </div> </div></div> </div> </div> <div class="field__item"> <div class="paragraph paragraph--type--legacy-html paragraph--view-mode--default" id="paragraph-id--1870"> <div class="clearfix text-formatted field field--name-field-html field--type-text-long field--label-hidden field__item"><style> .video-js .vjs-big-play-button{ margin-left: calc(50% - 1.2em ) !important; top: calc(50% - 1.2em) !important; align-items: center !important; justify-content: center !important; align-content: center !important; border-radius: 1.2em !important; height: 2.4em !important; width: 2.4em !important; background: rgba(255,255,255,.3) !important; } .video-js .vjs-big-play-button span{ font-size: 2em; line-height: 1.1em; } h3.title25-border{ font-family: roboto, sans-serif; font-size: 25px; line-height: 28px; font-weight: normal; color:#1C1C1C; font-style: normal; margin:0px; } p.desc18{ font-size: 18px; line-height: 21px; font-family: roboto, sans-serif; font-weight: normal; } .content.ct100{ margin-top:100px; } .bdl-teal{ border-left: 9px solid #30E4D0; padding-left: 25px; padding-bottom: 6px; padding-top: 6px; } .bdl-gray{ border-left: 9px solid #A6A6A6; padding-left: 25px; padding-bottom:6px; padding-top:6px; } a.tlink{ font-size: 18px; line-height: 20px; font-family: roboto, sans-serif; font-weight: bold; color:#30E4D0; } a.tlink:hover:{ color:#00877D; } .wrap-align{ padding-left: 50px; width: 80%; } .mgr-40{ margin-bottom:40px; } .mgr-45{ margin-bottom:45px; } .img-holder{ position: relative; } .video-holder{ position: relative; -webkit-box-shadow: -2px 1px 15px -2px rgba(0,0,0,0.27); box-shadow: -2px 1px 15px -2px rgba(0,0,0,0.27); } .img-holder img{ width: 100%; height: auto; } .video-holder img.poster{ width: 100%; height: auto; } .video-holder-player{ width: 100%; height: 100%; position:absolute; display: flex; justify-content: center; align-items: center; } p.nomgr, .nomgr{ margin: 0px; } </style> <style> @media (prefers-color-scheme: dark) { h3.title25-border{ color: #ffffff !important; } } </style> <div class="content ct100"> <div class="wrapper"> <div class="row"> <div class="col-xs-12 col-sm-12 col-md-6 col-lg-6"> <div class="wrap-align pdb-40"> <div class="bdl-teal mgr-40"> <h3 class="title25-border text-uppercase">Digital Feedback Loop</h2> </div> <div class="bdl-gray mgr-45"> <p class="desc18">See DFL in action with this robotic test bed demonstration.</p> <p class="desc18 nomgr">In this video, Studio captures data from and passes commands to a robot arm prototype. The demo also dashboards hot path CPU usage of the system. The demonstration was designed and executed by Autumn Chadwick, a senior machine learning software engineer at Wind River. </p> </div> <a href="https://www.youtube.com/watch?v=fVghVnmwDKI" target="_blank" class="tlink">Watch Demo »</a> </div> </div> <div class="col-xs-12 col-sm-12 col-md-6 col-lg-6"> <div class="video-holder"> <video class="video-js vjs-default-skin vjs-fluid" poster="https://i3.ytimg.com/vi/fVghVnmwDKI/hqdefault.jpg" controls="" data-setup='{ "techOrder": ["youtube"], "sources": [{ "type": "video/youtube", "src": "https://www.youtube.com/watch?v=fVghVnmwDKI"}], "youtube": { "iv_load_policy": 1 } }' width="536" height="321"></video> </div> </div> </div> </div> </div>  <link href="/themes/Windriver/css/video-js.css" rel="stylesheet" media="all" onload="this.media='all'"> <link href="/themes/Windriver/css/video-js-theme.css" rel="stylesheet" media="all" onload="this.media='all'"> <script src="/themes/Windriver/js/video/video.min.js"></script> <script src="/themes/Windriver/js/video/youtube.min.js"></script></div> </div> </div> <div class="field__item"> <div class="paragraph paragraph--type--legacy-html paragraph--view-mode--default" id="paragraph-id--1583"> <div class="clearfix text-formatted field field--name-field-html field--type-text-long field--label-hidden field__item"><style> .w50{ width: 50%; } .full-width{ width:100%; } .text-image { text-align: center; font-size: 14px; margin-bottom: 5px; font-style: italic; margin-top: 12px; } p.p18light{ font-size: 18px; line-height: 24px; font-family: roboto, sans-serif; font-weight: 300; margin-bottom: 35px; } @media screen and (max-width: 767px) { .w50 { width: 100%; } } </style> <style> @media (prefers-color-scheme: dark) { h2.title30{ color: #ffffff !important; } } </style> <div class="content ct100"> <div class="wrapper"> <h2 class="title30 w50">How It Works</h2> </div> <div class="wrapper w-inner"> <p class="p18light">The Wind River Studio DFL is designed with flexibility and scalability to support use cases in multiple domains for critical infrastructure. </p> <img alt="Digital Feedback Loop Use Cases" class="full-width dark_available" data-dark-src="https://www.windriver.com/sites/default/files/2022-07/digital_feedback_loop_diagram_002_darkmode.png" src="https://www.windriver.com/sites/default/files/2022-07/digital_feedback_loop_diagram_002_lightmode.png"> <p class="text-image">Digital Feedback Loop use cases </p> <p class="p18light pdt-60">Wind River leverages leading cloud service providers Amazon AWS and Microsoft Azure to build on its deep expertise in security and reliability, delivering a solution that scales with the needs of its customers.</p> <img alt="Digital Feedback Loop at Cloud Scale" class="full-width dark_available" data-dark-src="/sites/default/files/2022-08/digital_feedback_loop_at_scale_new.png" src="/sites/default/files/2022-08/digital_feedback_loop_at_scale_new.png"> <p class="text-image">Digital Feedback Loop at cloud scale</p> <p class="p18light pdt-60">DFL provides visibility and actionability that spans timescales from minutes or seconds to years or months. Outliers or anomalies can be detected in real time and addressed or escalated by operations personnel. Data scientists and development teams can gain insights by combining data across a fleet and over time. </p> <img alt="Hot, Warm, and Cold Processing Paths" class="full-width dark_available" data-dark-src="/sites/default/files/2022-08/hot_warm_cold_processing_paths_chart_darkmode.png" src="/sites/default/files/2022-08/hot_warm_cold_processing_paths_chart_lightmode.png"> <p class="text-image">Hot, warm, and cold processing paths</p> </div> </div> <script> const prefersDarkSchemeIs = window.matchMedia("(prefers-color-scheme: dark)"); if (prefersDarkSchemeIs.matches) { switchImagesToDark() } else { switchImagesToLight() } window.matchMedia('(prefers-color-scheme: dark)').addEventListener('change', e => { const newColorScheme = e.matches ? switchImagesToDark() : switchImagesToLight(); }); function switchImagesToLight() { let imgs = document.querySelectorAll('img.dark_available'); imgs = [...imgs]; if (imgs && imgs.length > 0) imgs.map((img) => { if (img.attributes['data-light-src'] && img.attributes['data-light-src'].nodeValue) { let lightSrc = img.attributes['data-light-src'].nodeValue; 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font-family: roboto, sans-serif; font-weight: 300; } .si-wrapper{ display: flex; } .si-img{ position: relative; } .si-img img{ width: 100%; } .si-content-right{ margin-left: 100px; } .si-content-left{ margin-right: 100px; } .si-content{ justify-content: center; align-content: center; display: flex; flex-direction: column; } .arc-right::before{ width: 0px; height: 0px; border-left: 2000px solid transparent; border-right: 0px solid transparent; border-bottom: 100px solid #F4F4F4; content:""; position: absolute; top: 0; } .arc-left, .arc-right{ width: 100%; overflow:hidden; height: 100px; position: relative; } .arc-left::before{ width: 0px; height: 0px; border-left: 0px solid transparent; border-right: 2000px solid transparent; border-top: 100px solid #F4F4F4; content: ""; position: absolute; top: 0; } .si-spacer{ height: 150px; width: 100%; } .img-svg>svg, .img-svg>svg text { fill: #1c1c1c } </style> <style> @media (prefers-color-scheme: dark) { .arc-right::before { border-bottom-color: #333333; } .arc-left::before { border-top-color: #333333; } .bg-l-gray { background-color: #333333; } body.darktheme .content .si-content p{ background-color: inherit!important; color: #ffffff; } } </style> <style> @media screen and (max-width: 767px) { .si-wrapper { display: flex; flex-direction: column; } .si-content-right, .si-content-left{ margin-left: 0; margin-right: 0; } .si-spacer { height: 100px; width: 100%; } .si-wrapper.si-wrapper-rev{ flex-direction: column-reverse; } .content.ct100.gray-sec{ margin-top:50px; } .img-svg svg{ width:100%; height: 100%; } .si-img{ margin-bottom:25px; } .bg-l-gray { padding-bottom: 0px; } } </style> <div class="content ct60 gray-sec"> <div class="arc-right"></div> <div class="bg-l-gray"> <div class="wrapper w-inner"> <div class="si-wrapper"> <div class="si-img" style="flex: 3;"> <a href="javascript:void(0)" class="img-enlarge" data-image="/sites/default/files/2022-07/all_devices.png"> <img src="/sites/default/files/2022-07/register.png" alt="Device enlistment and management"> </a> </div> <div class="si-content-right si-content" style="flex: 2;"> <h2> Device enlistment and management </h2> <p> DFL supports multiple approaches for provisioning and securely managing devices, to scale from small numbers of individual, engineered-to-order systems to large volumes of manufactured devices. </p> </div> </div> <div class="si-spacer"></div> <div class="si-wrapper si-wrapper-rev"> <div class="si-content-left si-content" style="flex: 2;"> <h2> Scalability and performance </h2> <p> The DFL edge agent is designed to minimize footprint on resource-constrained edge devices while providing unparalleled visibility into device operation and performance in the field. </p> </div> <div class="si-img" style="flex: 3;"> <a href="javascript:void(0)" class="img-enlarge" data-image="/sites/default/files/2022-07/register.png"> <img src="/sites/default/files/2022-07/all_devices.png" alt="Scalability and performance"> </a> </div> </div> <div class="si-spacer"></div> <div class="si-wrapper"> <div class="si-img" style="flex: 3;"> <a href="javascript:void(0)" class="img-enlarge" data-image="/sites/default/files/2022-07/command.png"> <img src="/sites/default/files/2022-07/command.png" alt="Flexibility and configurability"> </a> </div> <div class="si-content-right si-content" style="flex: 2;"> <h2> Flexibility and configurability </h2> <p> DFL enables developers to choose the fidelity and granularity of data to be shared with an intelligent edge cloud, select types of data to share (metadata, OS or application telemetry, events, complex data types), and specify the commands the device will recognize and respond to. </p> </div> </div> </div> </div> <div class="arc-left"></div> </div></div> </div> </div> <div class="field__item"> <div class="paragraph paragraph--type--legacy-html paragraph--view-mode--default" id="paragraph-id--1585"> <div class="clearfix text-formatted field field--name-field-html field--type-text-long field--label-hidden field__item"> <style> h2.title30{ font-family: roboto, sans-serif; font-size: 30px; line-height: 39px; font-weight: 300; color:#1C1C1C; margin-bottom:65px; font-style: normal; } .tile-gray{ background: #505050; margin: 10px; padding: 40px 23px 40px 23px; min-width: 300px; flex-basis: calc(33.333% - 20px); } .tile-gray .tg-icon img{ } .tile-gray h4{ font-size: 18px; line-height: 18px; font-family: roboto, sans-serif; font-weight: bold; color: #fff; margin-top: 30px; margin-bottom: 20px; } .tile-gray p{ font-size: 18px; line-height: 20px; font-family: roboto, sans-serif; font-weight: normal; color: #fff; } .row-tile{ display:flex; flex-wrap: wrap; } .content.ct100{ margin-top:100px; } a.wlink{ font-size: 18px; line-height: 20px; font-family: roboto, sans-serif; font-weight: bold; color: #fff; } a.wlink span{ color: #30E4D0; } a.wlink:hover{ color: #30E4D0; } </style> <style> @media (prefers-color-scheme: dark) { body.darktheme .content .tile-gray p{ color: #ffffff !important; background-color:inherit!important; } } </style> <style> @media screen and (max-width: 767px) { .tile-gray{ flex-basis: calc(50% - 20px); } .tile-gray{ min-width: 0; width: 100%; } } @media screen and (max-width: 679px) { .tile-gray{ flex-basis: calc(100% - 20px); } } </style> <div class="content ct100"> <div class="wrapper"> <h2 class="title30">Digital Feedback Loop Ecosystem Partners </h2> </div> <div class="wrapper w-inner"> <div class="row-tile"> <div class="tile-gray"> <div class="tg-icon text-center" style="height: 130px;"> <img src="/sites/default/files/2022-06/grafana-logo.svg" style="width: 70px;" alt="Grafana Logo"/> </div> <p> Query, visualize, alert on, and understand your data no matter where it’s stored. With <b>Grafana</b> you can create, explore, and share all of your data through beautiful, flexible dashboards. </p> <a href="https://grafana.com/" target="_blank" class="wlink" onclick="javascript:ga('send', 'event', 'Digital Feedback Loop Ecosystem Partners', 'Link', 'Apache Kafka');">Learn More <span>»</span></a> </div> <div class="tile-gray"> <div class="tg-icon text-center" style="height: 130px;"> <img src="/sites/default/files/2022-06/qlik_logo.svg" style="height: 50px;" alt="Qlik Logo"/> </div> <p> <b>Qlik</b> closes the gaps between data, insights, and action with the only cloud analytics platform built for active intelligence. Make your data and analytics AI-driven, collaborative, and actionable. </p> <a href="https://www.qlik.com/" target="_blank" class="wlink" onclick="javascript:ga('send', 'event', 'Digital Feedback Loop Ecosystem Partners', 'Link', 'Kibana');">Learn More <span>»</span></a> </div> <div class="tile-gray"> <div class="tg-icon text-center" style="height: 130px;"> <img src="/sites/default/files/2022-06/tableau_logo.svg" style="width: 70px;" alt="Tableau Logo"/> </div> <p> <b>Tableau</b> can help anyone see and understand their data. Connect to DFL telemetry data, drag and drop to create visualizations, and share with a click. </p> <a href="https://www.tableau.com/" target="_blank" class="wlink" onclick="javascript:ga('send', 'event', 'Digital Feedback Loop Ecosystem Partners', 'Link', 'Kubernetes');">Learn More <span>»</span></a> </div> </div> </div> </div></div> </div> </div> <div class="field__item"> <div class="paragraph paragraph--type--legacy-html paragraph--view-mode--default" id="paragraph-id--1586"> <div class="clearfix text-formatted field field--name-field-html field--type-text-long field--label-hidden field__item"> <div class="modal fade" tabindex="-1" role="dialog" aria-labelledby="speak_to_an_expert" id="speak_to_an_expert"> <div class="modal-dialog"> <div class="modal-content"> <div class="modal-header"> <h5 class="modal-title">Schedule a Demo</h5> <button type="button" class="btn-close" data-bs-dismiss="modal" aria-label="Close"></button> </div> <div class="modal-body"> <div class="form-init" id="formInit"> <p>Thank you for your interest in digital feedback loop capabilities in Wind River Studio. 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} form.onSubmit(function () { //ACTION: append the current url to a specifc marketo field }); form.onValidate(function(){ var email = form.vals().Email; if(email){ if(!isEmailGood(email)) { form.submitable(false); var emailElem = form.getFormElem().find("#Email"); form.showErrorMessage("Must be Business email.", emailElem); }else{ form.submitable(true); } } }); form.onSuccess(function (values, followUpUrl) { let formInit = document.getElementById("formInit"); formInit.classList.add('hideit'); let formResponse = document.getElementById("formResponse"); formResponse.classList.add('showit'); let disclaimer = document.getElementById("form-disclaimer-speak-to-expert"); disclaimer.style.display = "none"; //ACTION: add GA event return false; }); }); </script></div> </div> </div> <div class="field__item"> <div class="paragraph paragraph--type--legacy-html paragraph--view-mode--default" id="paragraph-id--1894"> <div class="clearfix text-formatted field field--name-field-html field--type-text-long field--label-hidden field__item"><style> #imagePopupModal .modal-dialog { max-width: 900px; } </style>  <div class="modal fade" id="imagePopupModal" tabindex="-1" aria-labelledby="imagePopupModalLabel" aria-hidden="true"> <div class="modal-dialog"> <div class="modal-content"> <div class="modal-body"> <div class="close-button text-end"> <button type="button" class="btn-close" data-bs-dismiss="modal" aria-label="Close"></button> </div> <img id="imagePopupPlaceholder" border="0" src="" class="full-width"> </div> </div> </div> </div> <script> let popupImagesElemRaw = document.getElementsByClassName("img-enlarge"); let popupImagesElem = [...popupImagesElemRaw]; if(popupImagesElem.length > 0){ popupImagesElem.map( item => { let data = item.getAttribute("data-image"); item.addEventListener('click', () => { onHandleEnlarge(data); }); }) } function onHandleEnlarge(data){ if(data && data.length > 0 ){ let imgElem = document.getElementById("imagePopupPlaceholder"); imgElem.setAttribute('src', data); //make modal visible setModalVisible(); } } setModalVisible = () => { var myModal = new bootstrap.Modal(document.getElementById("imagePopupModal"), {}); myModal.show(); } </script></div> </div> </div> </div> </div> </div> </div> </div> <div class="field__item"> <div class="paragraph paragraph--type--wr-section paragraph--view-mode--default" id="paragraph-id--1603"> <div class="paragraph--wrapper wr-section "> <div class="section-title"> <h2>Wind River Studio Digital Feedback Loop FAQs</h2> </div> <div class="section-content"> <div class="field field--name-field-paragraphs field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"><div class="paragraph paragraph--type--wr-faq paragraph--view-mode--default" id="paragraph-id--1602"> <div class="content section halfpd"> <div class="wrapper w-inner"> <div class="row"> <div class="col-xs-12 col-sm-12 col-md-12 col-lg-12"> <div class="panel panel-default"> <div class="panel-heading"> <h4 class="panel-title"> <a data-bs-parent="#accordion" data-bs-toggle="collapse" href="#collapse1 " class="collapsed" aria-expanded="false"> <svg height="9" viewBox="0 0 9 9" width="9" xmlns="http://www.w3.org/2000/svg"><defs><style type="text/css">.a {fill: #1aada4;}</style></defs><rect class="a" height="2" transform="translate(0 3.5)" width="9"></rect><rect class="a plus-hide" height="2" transform="translate(5.5) rotate(90)" width="9"></rect></svg> What is a digital feedback loop? </a> </h4> </div> <div class="panel-collapse collapse" id="collapse1"> <div class="panel-body">Feedback loops occur when information about the effects of actions is used to adapt subsequent actions. Digital feedback loops use digital technology to support that process, often leveraging the speed and reach of digital technologies to collect feedback data (Ramalingam et al., USAID, 2018, “Bridging the Gap: How Real-Time Data Can Contribute to Adaptive Management in International Development”). Microsoft describes a digital feedback loop as the connections among customers, employees, operations, and products as well as the ability to capture, analyze, and act on data from each group.</div> </div> </div> <div class="panel panel-default"> <div class="panel-heading"> <h4 class="panel-title"> <a data-bs-parent="#accordion" data-bs-toggle="collapse" href="#collapse2 " class="collapsed" aria-expanded="false"> <svg height="9" viewBox="0 0 9 9" width="9" xmlns="http://www.w3.org/2000/svg"><defs><style type="text/css">.a {fill: #1aada4;}</style></defs><rect class="a" height="2" transform="translate(0 3.5)" width="9"></rect><rect class="a plus-hide" height="2" transform="translate(5.5) rotate(90)" width="9"></rect></svg> How do digital feedback loops relate to digital transformation? </a> </h4> </div> <div class="panel-collapse collapse" id="collapse2"> <div class="panel-body">Digital feedback loops bring data-centricity to the continuous interactions between employees, customers, operations, and products. These loops have the potential to accelerate digital transformation, generally understood as the evolution of teams, products, and business models as well as the creation of new ones.</div> </div> </div> <div class="panel panel-default"> <div class="panel-heading"> <h4 class="panel-title"> <a data-bs-parent="#accordion" data-bs-toggle="collapse" href="#collapse3 " class="collapsed" aria-expanded="false"> <svg height="9" viewBox="0 0 9 9" width="9" xmlns="http://www.w3.org/2000/svg"><defs><style type="text/css">.a {fill: #1aada4;}</style></defs><rect class="a" height="2" transform="translate(0 3.5)" width="9"></rect><rect class="a plus-hide" height="2" transform="translate(5.5) rotate(90)" width="9"></rect></svg> Where do edge clouds, edge computing, or edge devices fit into a digital feedback loop? </a> </h4> </div> <div class="panel-collapse collapse" id="collapse3"> <div class="panel-body">“Edge” refers both to a location in a network and to a class of scalable compute that takes place at that location. Often this is characterized as compute taking place near where data is created. Edge devices, especially fixed-function embedded devices, have historically generated or logged data that might rarely be looked at or would be sent to the cloud for processing through costly and time-consuming backhaul. Adding data not only from these devices but also from other elements of edge infrastructure (distributed clouds, far edge clouds, storage, etc.) to digital feedback loops opens up new opportunities for insights, especially in the operations and product domains.</div> </div> </div> <div class="panel panel-default"> <div class="panel-heading"> <h4 class="panel-title"> <a data-bs-parent="#accordion" data-bs-toggle="collapse" href="#collapse4 " class="collapsed" aria-expanded="false"> <svg height="9" viewBox="0 0 9 9" width="9" xmlns="http://www.w3.org/2000/svg"><defs><style type="text/css">.a {fill: #1aada4;}</style></defs><rect class="a" height="2" transform="translate(0 3.5)" width="9"></rect><rect class="a plus-hide" height="2" transform="translate(5.5) rotate(90)" width="9"></rect></svg> Do our runtimes have the ability to send data from the device? </a> </h4> </div> <div class="panel-collapse collapse" id="collapse4"> <div class="panel-body">Yes, both VxWorks and Wind River Linux have integrated telemetry capabilities to help make OS data, such as CPU utilization, and application data available. We also support event-driven data, which typically only occurs when a rare incident happens. </div> </div> </div> <div class="panel panel-default"> <div class="panel-heading"> <h4 class="panel-title"> <a data-bs-parent="#accordion" data-bs-toggle="collapse" href="#collapse5 " class="collapsed" aria-expanded="false"> <svg height="9" viewBox="0 0 9 9" width="9" xmlns="http://www.w3.org/2000/svg"><defs><style type="text/css">.a {fill: #1aada4;}</style></defs><rect class="a" height="2" transform="translate(0 3.5)" width="9"></rect><rect class="a plus-hide" height="2" transform="translate(5.5) rotate(90)" width="9"></rect></svg> What security features have been implemented to ensure that the data at rest and in transit has not been tampered with? </a> </h4> </div> <div class="panel-collapse collapse" id="collapse5"> <div class="panel-body">For data in transit, MQTT connections are secured with certificates and mutual TLS, with enhanced certificate management to ensure that only properly authenticated devices can talk to the cloud. Studio security is also used to ensure that only authorized persons can view data and send commands to devices from the cloud. For data at rest, DFL utilizes native encryption from the cloud provider (e.g., AWS). </div> </div> </div> <div class="panel panel-default"> <div class="panel-heading"> <h4 class="panel-title"> <a data-bs-parent="#accordion" data-bs-toggle="collapse" href="#collapse6 " class="collapsed" aria-expanded="false"> <svg height="9" viewBox="0 0 9 9" width="9" xmlns="http://www.w3.org/2000/svg"><defs><style type="text/css">.a {fill: #1aada4;}</style></defs><rect class="a" height="2" transform="translate(0 3.5)" width="9"></rect><rect class="a plus-hide" height="2" transform="translate(5.5) rotate(90)" width="9"></rect></svg> What is cold path data? Is it supported? </a> </h4> </div> <div class="panel-collapse collapse" id="collapse6"> <div class="panel-body">Yes, DFL supports cold path data for longer-term storage and analysis. This data is typically stored in a data vault or data lake provided by a cloud service through a subscription.</div> </div> </div> <div class="panel panel-default"> <div class="panel-heading"> <h4 class="panel-title"> <a data-bs-parent="#accordion" data-bs-toggle="collapse" href="#collapse7 " class="collapsed" aria-expanded="false"> <svg height="9" viewBox="0 0 9 9" width="9" xmlns="http://www.w3.org/2000/svg"><defs><style type="text/css">.a {fill: #1aada4;}</style></defs><rect class="a" height="2" transform="translate(0 3.5)" width="9"></rect><rect class="a plus-hide" height="2" transform="translate(5.5) rotate(90)" width="9"></rect></svg> Is the data collected analyzed and displayed in a graphical dashboard of some kind? How is it visualized? </a> </h4> </div> <div class="panel-collapse collapse" id="collapse7"> <div class="panel-body">Yes, DFL comes with a platform-independent Grafana dashboard for viewing hot path or cold path data over time. The DFL UI also includes views that show and filter collected OS and application data, event data, alerts, and other device information. Sample proofs of concept have been created with third-party ABI tools, such as Qlik, QuickSight, Tableau, and Power BI – these are additional licenses on top of the cloud platform.</div> </div> </div> <div class="panel panel-default"> <div class="panel-heading"> <h4 class="panel-title"> <a data-bs-parent="#accordion" data-bs-toggle="collapse" href="#collapse8 " class="collapsed" aria-expanded="false"> <svg height="9" viewBox="0 0 9 9" width="9" xmlns="http://www.w3.org/2000/svg"><defs><style type="text/css">.a {fill: #1aada4;}</style></defs><rect class="a" height="2" transform="translate(0 3.5)" width="9"></rect><rect class="a plus-hide" height="2" transform="translate(5.5) rotate(90)" width="9"></rect></svg> Does Studio provide an SDK or API to integrate dashboards and analytics? </a> </h4> </div> <div class="panel-collapse collapse" id="collapse8"> <div class="panel-body">Yes, REST APIs are provided to integrate DFL data with custom dashboards and analytics use cases.</div> </div> </div> <div class="panel panel-default"> <div class="panel-heading"> <h4 class="panel-title"> <a data-bs-parent="#accordion" data-bs-toggle="collapse" href="#collapse9 " class="collapsed" aria-expanded="false"> <svg height="9" viewBox="0 0 9 9" width="9" xmlns="http://www.w3.org/2000/svg"><defs><style type="text/css">.a {fill: #1aada4;}</style></defs><rect class="a" height="2" transform="translate(0 3.5)" width="9"></rect><rect class="a plus-hide" height="2" transform="translate(5.5) rotate(90)" width="9"></rect></svg> Does capturing telemetry data have a dependency on a cloud provider? </a> </h4> </div> <div class="panel-collapse collapse" id="collapse9"> <div class="panel-body">Our SDK is designed to be cloud-agnostic while still leveraging essential capabilities of hyperscalers where it makes sense from a cost and scaling perspective. Today we are working to enable our telemetry data with AWS services. Our solution leverages open source technologies and avoids dependencies on the features of a specific cloud provider. </div> </div> </div> <div class="panel panel-default"> <div class="panel-heading"> <h4 class="panel-title"> <a data-bs-parent="#accordion" data-bs-toggle="collapse" href="#collapse10 " class="collapsed" aria-expanded="false"> <svg height="9" viewBox="0 0 9 9" width="9" xmlns="http://www.w3.org/2000/svg"><defs><style type="text/css">.a {fill: #1aada4;}</style></defs><rect class="a" height="2" transform="translate(0 3.5)" width="9"></rect><rect class="a plus-hide" height="2" transform="translate(5.5) rotate(90)" width="9"></rect></svg> Are customers locked into a cloud provider’s solution? </a> </h4> </div> <div class="panel-collapse collapse" id="collapse10"> <div class="panel-body">The DFL edge agent is designed to be highly cloud agnostic, to simplify how developers connect their devices to the cloud and to avoid lock-in. Cloud provider–specific capabilities used (e.g., to maximize performance or scalability) are handled in the edge agent SDK. </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> </article>  <div class="modal fade" id="imagePopupModal" tabindex="-1" aria-labelledby="imagePopupModalLabel" aria-hidden="true"> <div class="modal-dialog modal-dialog-centered"> <div class="modal-content"> <div class="modal-body"> <div class="close-button text-end"> <button type="button" class="btn-close" data-bs-dismiss="modal" aria-label="Close"></button> </div> <img id="imagePopupPlaceholder" border="0" src="" class="full-width"> </div> </div> </div> </div> </div> </div> </main>  <footer role="contentinfo"> <div class="content footer"> <div class="wrapper"> <div class="row footer-links"> <div class="col-xs-12 col-sm-12 col-md-3 col-lg-3"> <div class="region region-footer1"> <nav role="navigation" aria-labelledby="block-footerwindriverstudio-menu" 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