{"id":68672,"date":"2025-06-06T13:34:13","date_gmt":"2025-06-06T11:34:13","guid":{"rendered":"https:\/\/fhi.nl\/nieuws\/why-runtime-observability-is-essential-for-embedded-systems-in-critical-environments\/"},"modified":"2025-06-06T13:34:13","modified_gmt":"2025-06-06T11:34:13","slug":"why-runtime-observability-is-essential-for-embedded-systems-in-critical-environments","status":"publish","type":"news","link":"https:\/\/fhi.nl\/en\/news\/why-runtime-observability-is-essential-for-embedded-systems-in-critical-environments\/","title":{"rendered":"Why Runtime Observability is Essential for Embedded Systems in Critical Environments"},"content":{"rendered":"<header id=\"header\" class=\"header header--low\">\n\n\t\n\t\t\t<div class=\"header__background header__background--graphic\"><\/div>\n\t\n\t<div class=\"container\">\n\t\t<div class=\"header__content\">\n\t\t\t<div class=\"header__first header__first--alone\">\n\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<h1 class=\"header__title\" >\n\t\t\t\t\tWhy Runtime Observability is Essential for Embedded Systems in Critical Environments\t\t\t\t<\/h1>\n\n\t\t\t\t<div class=\"header__dots-line\">\n\t\t\t\t\t<svg width=\"431\" height=\"9\" viewbox=\"0 0 431 9\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M430.799 4.192a1.136 1.136 0 1 1-2.272-.001 1.136 1.136 0 0 1 2.272 0Zm-27.272 0a1.135 1.135 0 1 1-2.27 0 1.135 1.135 0 0 1 2.27 0Zm-27.27 0a1.136 1.136 0 1 1-2.272-.001 1.136 1.136 0 0 1 2.272 0Zm-27.272 0a1.39 1.39 0 1 1-2.78 0 1.39 1.39 0 0 1 2.78 0Zm-27.78 0a1.645 1.645 0 1 1-3.29 0 1.645 1.645 0 0 1 3.29 0Zm-28.29 0a1.9 1.9 0 1 1-3.799 0 1.9 1.9 0 0 1 3.799 0Zm-28.799 0a2.154 2.154 0 1 1-4.308 0 2.154 2.154 0 0 1 4.308 0Zm-29.308 0a2.41 2.41 0 1 1-4.819 0 2.41 2.41 0 0 1 4.819 0Zm-29.819 0a2.663 2.663 0 1 1-5.326.001 2.663 2.663 0 0 1 5.326-.001Zm-30.327 0a2.919 2.919 0 1 1-5.837 0 2.919 2.919 0 0 1 5.837 0Zm-30.837 0a3.173 3.173 0 1 1-6.345.001 3.173 3.173 0 0 1 6.345 0Zm-31.346 0a3.428 3.428 0 1 1-6.856 0 3.428 3.428 0 0 1 6.856 0Zm-31.856 0a3.683 3.683 0 1 1-7.365 0 3.683 3.683 0 0 1 7.365 0Zm-32.365 0a3.937 3.937 0 1 1-7.875 0 3.937 3.937 0 0 1 7.875 0Zm-32.874 0a4.192 4.192 0 1 1-8.384 0 4.192 4.192 0 0 1 8.384 0Z\" fill=\"#FFF960\"\/><\/svg>\t\t\t\t<\/div>\n\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t\t\n\t\t<\/div>\n\t<\/div>\n<\/header>\n\n\n\n<div class=\"text bg--white\">\n\t<div class=\"container\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"text__content text__content--1-col\">\n\t\t\t<div id=\"pl-6091\"  class=\"panel-layout\" ><div id=\"pg-6091-0\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-6091-0-0\"  class=\"panel-grid-cell panel-grid-cell-empty\" ><\/div><div id=\"pgc-6091-0-1\"  class=\"panel-grid-cell panel-grid-cell-mobile-last\" ><div id=\"panel-6091-0-1-0\" class=\"so-panel widget widget_sow-editor panel-first-child panel-last-child\" data-index=\"0\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t><h3 class=\"widget-title\">Why Runtime Observability is Essential for Embedded Systems in Critical Environments<\/h3>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<p data-start=\"409\" data-end=\"680\">Once embedded systems are deployed \u2014 whether in medical devices, vehicles, or industrial equipment \u2014 they often become a black box. What&#039;s really happening during runtime? How can engineers detect anomalies before they result in downtime, safety risks, or non-compliance?<\/p>\n<p data-start=\"682\" data-end=\"994\">In this article, we explore why <strong data-start=\"714\" data-end=\"751\">engineering runtime observability<\/strong> into embedded devices is no longer optional. We look at why traditional techniques like logging and watchdog timers fall short, and how modern observability methods help engineering teams shift from a <strong data-start=\"953\" data-end=\"965\">reactive<\/strong> to a <strong data-start=\"971\" data-end=\"984\">proactive<\/strong> approach.<\/p>\n<h4>Why Traditional Methods Are No Longer Enough<\/h4>\n<p data-start=\"1045\" data-end=\"1314\">Logging is useful during development and debugging, but in production, logs are often too generic, limited in scope, or simply unavailable due to resource constraints. Watchdog timers can reset a system in case of a failure, but offer no visibility into the root cause.<\/p>\n<p data-start=\"1316\" data-end=\"1450\">In today&#039;s landscape \u2014 where <strong data-start=\"1345\" data-end=\"1405\">system safety, predictability, and regulatory compliance<\/strong> are paramount \u2014 that&#039;s no longer sufficient.<\/p>\n<p>&nbsp;<\/p>\n<h4>What Modern Runtime Observability Looks Like<\/h4>\n<p data-start=\"1501\" data-end=\"1670\">Modern runtime observability is about <strong data-start=\"1539\" data-end=\"1583\">maintaining insight into system behavior<\/strong> even after deployment, without impacting performance or reliability. Examples include:<\/p>\n<ul data-start=\"1672\" data-end=\"1914\">\n<li data-start=\"1672\" data-end=\"1730\">\n<p data-start=\"1674\" data-end=\"1730\">Non-intrusive monitoring of CPU, memory, and I\/O metrics<\/p>\n<\/li>\n<li data-start=\"1731\" data-end=\"1783\">\n<p data-start=\"1733\" data-end=\"1783\">Execution tracing and behavioral pattern detection<\/p>\n<\/li>\n<li data-start=\"1784\" data-end=\"1837\">\n<p data-start=\"1786\" data-end=\"1837\">Integration with edge\/cloud observability platforms<\/p>\n<\/li>\n<li data-start=\"1838\" data-end=\"1914\">\n<p data-start=\"1840\" data-end=\"1914\">Standardized logging frameworks with ring buffers and intelligent triggers<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1916\" data-end=\"2048\">This unlocks a shift from post-mortem analysis to <strong data-start=\"1966\" data-end=\"2047\">predictive maintenance, anomaly prevention, and real-time system optimization<\/strong>.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<blockquote>\n<p>Observability isn&#039;t just about collecting data \u2014 it&#039;s about engineering systems that explain themselves. \u2014 <em data-start=\"276\" data-end=\"312\" data-is-only-node=\"\">Grevor, Embedded Systems Architect<\/em><\/p>\n<\/blockquote>\n<p>&nbsp;<\/p>\n<h4>Building Observability into the Architecture<\/h4>\n<p data-start=\"2099\" data-end=\"2194\">Observability can&#039;t just be an afterthought or bolt-on. It requires a <strong data-start=\"2169\" data-end=\"2193\">design-first mindset<\/strong>:<\/p>\n<ul data-start=\"2196\" data-end=\"2500\">\n<li data-start=\"2196\" data-end=\"2261\">\n<p data-start=\"2198\" data-end=\"2261\">Identify which signals truly reflect system health and behavior<\/p>\n<\/li>\n<li data-start=\"2262\" data-end=\"2336\">\n<p data-start=\"2264\" data-end=\"2336\">Architect for separation between core logic and observability components<\/p>\n<\/li>\n<li data-start=\"2337\" data-end=\"2416\">\n<p data-start=\"2339\" data-end=\"2416\">Allow dynamic reconfiguration of observability parameters without recompiling<\/p>\n<\/li>\n<li data-start=\"2417\" data-end=\"2500\">\n<p data-start=\"2419\" data-end=\"2500\">Account for cybersecurity: observability should not introduce new attack surfaces<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"2502\" data-end=\"2683\">In many regulated industries \u2014 such as automotive, medical, and aerospace \u2014 these practices are not just beneficial, they&#039;re necessary to meet standards like ISO 26262 or IEC 62304.<\/p>\n<h4>Transparency. Predictability. Trust.<\/h4>\n<p data-start=\"2726\" data-end=\"2910\">At its core, runtime observability is about more than visibility \u2014 it&#039;s about <strong data-start=\"2804\" data-end=\"2813\">trust<\/strong>. Can your system behave transparently, predictably, and securely under all operating conditions?<\/p>\n<p data-start=\"2912\" data-end=\"3146\">By adopting a modern observability approach, engineering teams gain the ability to <strong data-start=\"2995\" data-end=\"3092\">catch issues earlier, respond faster, and continuously improve system performance and reliability<\/strong> \u2014 even in the most demanding real-world environments.<\/p>\n<hr data-start=\"3148\" data-end=\"3151\" \/>\n<p data-start=\"3153\" data-end=\"3417\"><strong data-start=\"3153\" data-end=\"3298\">At Logic Technology, we provide the tools and expertise to help embedded teams architect observability into their systems from the ground up.<\/strong> From RTOS-aware analysis to secure data streaming from edge devices, we help you get visibility where it matters most. Curious how observability could be engineered into your embedded architecture? Let&#039;s talk.<\/p>\n<p data-start=\"3419\" data-end=\"3516\">\n<\/div>\n<\/div><\/div><\/div><div id=\"pgc-6091-0-2\"  class=\"panel-grid-cell panel-grid-cell-empty\" ><\/div><\/div><div id=\"pg-6091-1\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-6091-1-0\"  class=\"panel-grid-cell\" ><div id=\"panel-6091-1-0-0\" class=\"so-panel widget widget_rtw-expert-widget panel-first-child panel-last-child\" data-index=\"1\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-rtw-expert-widget so-widget-rtw-expert-widget-base\"\n\t\t\t\n\t\t><section class=\"o-expert\">\n\t<div class=\"container\">\n\t\t<div class=\"o-expert__wrapper\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"o-expert__wrapper-left\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"o-expert__wrapper-right\">\n\t\t\t\t<div class=\"top\">\n\t\t\t\t\t<div class=\"expert\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p>\n\t\t\t\t\t\t\t\tGevorg Melikdjanjan\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p>\n\t\t\t\t\t\t\t\tSecurity | Reliability | DataSolutions\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"bottom\">\n\t\t\t\t\t\t\t\t\t\t\t<h2>\n\t\t\t\t\t\t\tGet in touch\t\t\t\t\t\t<\/h2>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p>\n\t\t\t\t\t\t\tNeed tailored advice?\n\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t\t\t\t<a class=\"a-button button\" href=\"https:\/\/logic.nl\/Contact#Team\" target=\"_blank\">\n\t\t\t\t\t\t\tSchedule a meeting\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\t<\/div>\n<\/section><\/div><\/div><\/div><\/div><div id=\"pg-6091-2\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-6091-2-0\"  class=\"panel-grid-cell panel-grid-cell-empty\" ><\/div><div id=\"pgc-6091-2-1\"  class=\"panel-grid-cell panel-grid-cell-empty\" ><\/div><div id=\"pgc-6091-2-2\"  class=\"panel-grid-cell panel-grid-cell-empty panel-grid-cell-mobile-last\" ><\/div><div id=\"pgc-6091-2-3\"  class=\"panel-grid-cell panel-grid-cell-empty\" ><\/div><\/div><\/div><p>The post <a href=\"https:\/\/logic.nl\/knowledge-center\/why-runtime-observability-is-essential-for-embedded-systems-in-critical-environments\/\">Why Runtime Observability is Essential for Embedded Systems in Critical Environments<\/a> appeared first on <a href=\"https:\/\/logic.nl\">Logic Technology<\/a>.<\/p>\n<p>Source: <a href=\"https:\/\/logic.nl\/knowledge-center\/why-runtime-observability-is-essential-for-embedded-systems-in-critical-environments\/\">https:\/\/logic.nl\/knowledge-center\/why-runtime-observability-is-essential-for-embedded-systems-in-critical-environments\/<\/a><\/p>\t\t<\/div>\n\t<\/div>\n<\/div>\r\n\t<div class=\"articles bg--offwhite automatic\">\r\n\t\t<div class=\"container\">\r\n\t\t\t<div class=\"articles__header\">\r\n\t\t\t\t\t\t\t\t\t<div class='heading-wrapper'><svg width=\"13\" height=\"13\" viewbox=\"0 0 13 13\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><circle cx=\"6.394\" cy=\"6.5\" r=\"6.394\" 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