{"id":183912,"date":"2024-04-01T04:40:00","date_gmt":"2024-04-01T03:40:00","guid":{"rendered":"https:\/\/datascientest.com\/en\/?p=183912"},"modified":"2024-03-27T17:18:41","modified_gmt":"2024-03-27T16:18:41","slug":"chaos-engineering-what-is-it","status":"publish","type":"post","link":"https:\/\/datascientest.com\/en\/chaos-engineering-what-is-it","title":{"rendered":"Chaos Engineering: What is it?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"183912\" class=\"elementor elementor-183912\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b11d28e e-flex e-con-boxed e-con\" data-id=\"b11d28e\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-21742c7 elementor-widget elementor-widget-heading\" data-id=\"21742c7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Chaos Engineering is an innovative discipline in the world of software engineering, which focuses on improving the resilience and reliability of computer systems. This approach, often considered counter-intuitive, involves the deliberate introduction of disturbances or errors into a computer system in order to test its ability to cope with them.<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e2cce48 elementor-widget elementor-widget-text-editor\" data-id=\"e2cce48\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>This principle emerged in a context where <a href=\"https:\/\/datascientest.com\/en\/data-architecture-definition-and-importance-in-data-science\">IT system architectures<\/a> were becoming increasingly complex and distributed. Leading companies such as Netflix, a pioneer in this field, recognised that traditional testing and quality management methods were insufficient to guarantee the reliability of large-scale systems.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-02897f4 e-flex e-con-boxed e-con\" data-id=\"02897f4\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6be5d51 elementor-widget elementor-widget-heading\" data-id=\"6be5d51\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Principles of Chaos Engineering<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e73345 elementor-widget elementor-widget-text-editor\" data-id=\"5e73345\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>This innovative approach is based on a number of key principles that govern its implementation and effectiveness.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5bad64d elementor-widget elementor-widget-html\" data-id=\"5bad64d\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style type=\"text\/css\">\r\n.tg  {border-collapse:collapse;border-spacing:0;}\r\n.tg td{border-color:black;border-style:solid;border-width:1px;font-family:Arial, sans-serif;font-size:14px;\r\n  overflow:hidden;padding:10px 5px;word-break:normal;}\r\n.tg th{border-color:black;border-style:solid;border-width:1px;font-family:Arial, sans-serif;font-size:14px;\r\n  font-weight:normal;overflow:hidden;padding:10px 5px;word-break:normal;}\r\n.tg .tg-64tu{background-color:#efefef;font-family:Arial, Helvetica, sans-serif !important;font-size:15px;text-align:left;\r\n  vertical-align:middle}\r\n.tg .tg-nkdd{background-color:#c0c0c0;text-align:center;vertical-align:middle}\r\n.tg .tg-bwzf{background-color:#c0c0c0;font-family:Arial, Helvetica, sans-serif !important;font-size:15px;font-weight:bold;\r\n  text-align:left;vertical-align:middle}\r\n<\/style>\r\n<table class=\"tg\" style=\"undefined;table-layout: fixed; width: 800px\">\r\n<colgroup>\r\n<col style=\"width: 100px\">\r\n<col style=\"width: 300px\">\r\n<col style=\"width: 400px\">\r\n<\/colgroup>\r\n<thead>\r\n  <tr>\r\n    <th class=\"tg-nkdd\"><img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image13.png\" alt=\"Image\" width=\"100\" height=\"100\"><\/th>\r\n    <th class=\"tg-bwzf\"><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000\">Development of a Stable Resilience Hypothesis<\/span><\/th>\r\n    <th class=\"tg-64tu\"><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\">It starts with formulating hypotheses about the <\/span><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000\">resilience <\/span><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\">of the system. These hypotheses are based on understanding how the system should theoretically behave in the presence of various disruptions. <\/span><\/th>\r\n  <\/tr>\r\n<\/thead>\r\n<tbody>\r\n  <tr>\r\n    <td class=\"tg-nkdd\"><img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image6-3.png\" alt=\"Image\" width=\"100\" height=\"100\"><\/td>\r\n    <td class=\"tg-bwzf\"><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000\">Production of Controlled Disturbances<\/span><\/td>\r\n    <td class=\"tg-64tu\"><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\">Chaos Engineering involves the <\/span><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000\">deliberate <\/span><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\">and <\/span><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000\">controlled <\/span><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\">introduction of <\/span><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000\">disturbances into the production environment<\/span><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\">. These disturbances, known as \" <\/span><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000\">attacks <\/span><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\">\", can include things like unexpected server shutdowns, simulated network outages, or system resource overload. <\/span><\/td>\r\n  <\/tr>\r\n  <tr>\r\n    <td class=\"tg-nkdd\"><img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image8-2.png\" alt=\"Image\" width=\"100\" height=\"100\"><\/td>\r\n    <td class=\"tg-bwzf\"><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000\">Observation and Measurement<\/span><\/td>\r\n    <td class=\"tg-64tu\"><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\">Once the disturbances are introduced, <\/span><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000\">observing <\/span><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\">and <\/span><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000\">measuring <\/span><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\">the system's responses is crucial. This involves <\/span><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000\">monitoring metrics<\/span><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\"> and performance indicators to <\/span><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000\">evaluate the impact<\/span><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\"> of the disturbances. <\/span><\/td>\r\n  <\/tr>\r\n  <tr>\r\n    <td class=\"tg-nkdd\"><img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image12-1.png\" alt=\"Image\" width=\"100\" height=\"100\"><\/td>\r\n    <td class=\"tg-bwzf\"><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000\">Improvement<\/span><\/td>\r\n    <td class=\"tg-64tu\"><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\">Learning from these experiences to continuously improve the system's resilience is paramount. After each test, teams analyze the results, identify resilience gaps, and implement improvements.<\/span><\/td>\r\n  <\/tr>\r\n  <tr>\r\n    <td class=\"tg-nkdd\"><img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image7-3.png\" alt=\"Image\" width=\"100\" height=\"100\"><\/td>\r\n    <td class=\"tg-bwzf\"><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000\">Automation and Continuous Integration<\/span><\/td>\r\n    <td class=\"tg-64tu\"><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000\">To maximize To maximise its effectiveness, Chaos Engineering needs to be integrated into the development lifecycle. This means automating chaos tests as far as possible and integrating them into continuous deployment pipelines.<\/span><\/td>\r\n  <\/tr>\r\n<\/tbody>\r\n<\/table>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fb3c99f elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"fb3c99f\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formation-administrateur-systeme-reseaux-et-cloud\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Ma\u00eetriser les principes du Chaos Engineering<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1548c45 e-flex e-con-boxed e-con\" data-id=\"1548c45\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a93655f elementor-widget elementor-widget-heading\" data-id=\"a93655f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Implementing Chaos Engineering<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f71b1fb elementor-widget elementor-widget-text-editor\" data-id=\"f71b1fb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Sa mise en \u0153uvre est un processus structur\u00e9 qui n\u00e9cessite une planification minutieuse, des outils appropri\u00e9s et une compr\u00e9hension claire des objectifs vis\u00e9s.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5690921 elementor-widget elementor-widget-html\" data-id=\"5690921\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style type=\"text\/css\">\r\n.tg  {border-collapse:collapse;border-spacing:0;}\r\n.tg td{border-color:black;border-style:solid;border-width:1px;font-family:Arial, sans-serif;font-size:14px;\r\n  overflow:hidden;padding:10px 5px;word-break:normal;}\r\n.tg th{border-color:black;border-style:solid;border-width:1px;font-family:Arial, sans-serif;font-size:14px;\r\n  font-weight:normal;overflow:hidden;padding:10px 5px;word-break:normal;}\r\n.tg .tg-dhwc{background-color:#c0c0c0;font-family:Arial, Helvetica, sans-serif !important;font-size:15px;text-align:center;\r\n  vertical-align:middle}\r\n.tg .tg-fn4z{background-color:#D9D9D9;font-family:Arial, Helvetica, sans-serif !important;font-size:15px;font-weight:bold;\r\n  text-align:left;vertical-align:middle}\r\n.tg .tg-kxla{background-color:#EFEFEF;font-family:Arial, Helvetica, sans-serif !important;font-size:15px;text-align:left;\r\n  vertical-align:middle}\r\n<\/style>\r\n<table class=\"tg\" style=\"undefined;table-layout: fixed; width: 800px\">\r\n<colgroup>\r\n<col style=\"width: 100px\">\r\n<col style=\"width: 300px\">\r\n<col style=\"width: 400px\">\r\n<\/colgroup>\r\n<thead>\r\n  <tr>\r\n    <th class=\"tg-dhwc\"><img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image15.png\" alt=\"Image\" width=\"100\" height=\"100\"><\/th>\r\n    <th class=\"tg-fn4z\"><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">Preparation and Planning<\/span><\/th>\r\n    <th class=\"tg-kxla\"><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">This involves clearly defining objectives, selecting relevant metrics to monitor, and establishing effective communication protocols for the team. <\/span><\/th>\r\n  <\/tr>\r\n<\/thead>\r\n<tbody>\r\n  <tr>\r\n    <td class=\"tg-dhwc\"><img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image14.png\" alt=\"Image\" width=\"100\" height=\"100\"><\/td>\r\n    <td class=\"tg-fn4z\"><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">Selection of Adequate Tools and Technologies<\/span><\/td>\r\n    <td class=\"tg-kxla\"><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">There are a variety of tools and platforms dedicated to Chaos Engineering, for example:<\/span><ul><li><strong>Chaos Monkey<\/strong><\/li><li><strong>Gremlin<\/strong><\/li><li><strong>Chaos Toolkit<\/strong><\/li><\/ul><\/td>\r\n  <\/tr>\r\n  <tr>\r\n    <td class=\"tg-dhwc\"><img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image5-4.png\" alt=\"Image\" width=\"100\" height=\"100\"><\/td>\r\n    <td class=\"tg-fn4z\"><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">Chaos Experience<\/span><\/td>\r\n    <td class=\"tg-kxla\"><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">This involves creating <\/span><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">specific scenarios<\/span><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000;background-color:transparent\"> where disturbances will be introduced into the system. These experiments should be designed to test the hypotheses established during the preparation phase.<\/span><\/td>\r\n  <\/tr>\r\n  <tr>\r\n    <td class=\"tg-dhwc\"><img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image2-3.png\" alt=\"Image\" width=\"100\" height=\"100\"><\/td>\r\n    <td class=\"tg-fn4z\"><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">Execution in a Controlled Environment<\/span><\/td>\r\n    <td class=\"tg-kxla\"><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">Tests should be executed in a <\/span><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">controlled environment<\/span><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000;background-color:transparent\"> to minimize risks. This often means starting in a <\/span><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">testing environment<\/span><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000;background-color:transparent\"> before moving to production. <\/span><\/td>\r\n    <\/tr>\r\n  <tr>\r\n    <td class=\"tg-dhwc\"><img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image3-2.png\" alt=\"Image\" width=\"100\" height=\"100\"><\/td>\r\n    <td class=\"tg-fn4z\"><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">Analysis of results<\/span><\/td>\r\n    <td class=\"tg-kxla\"><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">After each experiment, it is essential to analyse the results and draw lessons. On the basis of these findings, corrective measures must be taken to strengthen the resilience of the system.<\/span><\/td>\r\n  <\/tr>\r\n  <tr>\r\n    <td class=\"tg-dhwc\"><img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image16.png\" alt=\"Image\" width=\"100\" height=\"100\"><\/td>\r\n    <td class=\"tg-fn4z\"><span style=\"font-weight:700;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">Integration into the company culture<\/span><\/td>\r\n    <td class=\"tg-kxla\"><span style=\"font-weight:400;font-style:normal;text-decoration:none;color:#000;background-color:transparent\">Experiments must be repeated regularly and the lessons learned integrated into the team's day-to-day practices. For Chaos Engineering to be truly effective, it must become an integral part of the company's culture.<\/span><\/td>\r\n  <\/tr>\r\n<\/tbody>\r\n<\/table>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69259d9 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"69259d9\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/en\/data-courses\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Learn how to implement Chaos Engineering<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8fc3c35 e-flex e-con-boxed e-con\" data-id=\"8fc3c35\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1c17928 elementor-widget elementor-widget-heading\" data-id=\"1c17928\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Case studies and real-life examples<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0b7cf16 e-flex e-con-boxed e-con\" data-id=\"0b7cf16\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-36b21d9 e-con-full e-flex e-con\" data-id=\"36b21d9\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-420a91e elementor-widget elementor-widget-image\" data-id=\"420a91e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image11-1.png\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ff6ccd1 e-con-full e-flex e-con\" data-id=\"ff6ccd1\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-676947b elementor-widget elementor-widget-heading\" data-id=\"676947b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Netflix with Chaos Monkey<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dcc0fe8 elementor-widget elementor-widget-text-editor\" data-id=\"dcc0fe8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Netflix is one of the pioneers of <strong>Chaos Engineering.<\/strong> They have developed a tool called Chaos Monkey, designed to test the resilience of their cloud infrastructure. <strong>Chaos Monkey<\/strong> works by randomly disabling servers in Netflix&#8217;s production environment. This bold approach has enabled Netflix to ensure that their streaming service remains reliable even in the event of an unexpected<a href=\"https:\/\/datascientest.com\/en\/monitoring-definition-principles-importance\"> server failure.<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b0263e3 e-flex e-con-boxed e-con\" data-id=\"b0263e3\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-2e98841 e-con-full e-flex e-con\" data-id=\"2e98841\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ac80644 elementor-widget elementor-widget-image\" data-id=\"ac80644\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image9-1.png\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4f19b79 e-con-full e-flex e-con\" data-id=\"4f19b79\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5419d96 elementor-widget elementor-widget-heading\" data-id=\"5419d96\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Amazon avec des tests de r\u00e9silience \u00e0 grande \u00e9chelle<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa106dc elementor-widget elementor-widget-text-editor\" data-id=\"fa106dc\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Amazon a r\u00e9guli\u00e8rement mis en \u0153uvre des <strong>tests de chaos pour \u00e9valuer la robustesse de son immense infrastructure<\/strong> <a href=\"https:\/\/datascientest.com\/amazon-web-services-tout-savoir\">AWS<\/a>. En simulant des pannes de r\u00e9seau et des interruptions de service dans des r\u00e9gions sp\u00e9cifiques, Amazon a pu identifier et corriger des vuln\u00e9rabilit\u00e9s, garantissant une haute disponibilit\u00e9 de ses services cloud.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-445d8cb e-flex e-con-boxed e-con\" data-id=\"445d8cb\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e617131 e-con-full e-flex e-con\" data-id=\"e617131\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2dfddfc elementor-widget elementor-widget-image\" data-id=\"2dfddfc\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image4-3.png\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8b0b488 e-con-full e-flex e-con\" data-id=\"8b0b488\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cdac64d elementor-widget elementor-widget-heading\" data-id=\"cdac64d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Linkedin with peak traffic management<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d5b5cf2 elementor-widget elementor-widget-text-editor\" data-id=\"d5b5cf2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>LinkedIn used Chaos Engineering to better manage traffic peaks on its platform. By introducing controlled disruptions that simulated sudden increases in load, LinkedIn was able to assess the elasticity of its infrastructure and optimise its automatic scaling capabilities.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e8a2aea e-flex e-con-boxed e-con\" data-id=\"e8a2aea\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-9f78898 e-con-full e-flex e-con\" data-id=\"9f78898\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a98fccc elementor-widget elementor-widget-image\" data-id=\"a98fccc\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/image1-3.png\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b3005b0 e-con-full e-flex e-con\" data-id=\"b3005b0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9d52590 elementor-widget elementor-widget-heading\" data-id=\"9d52590\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">NASA and the safety of space missions<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2143da1 elementor-widget elementor-widget-text-editor\" data-id=\"2143da1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Even organisations like NASA have applied Chaos Engineering principles to ensure the safety and success of their space missions. By testing their systems against extreme and unforeseen scenarios, NASA has been able to strengthen the resilience of its critical missions, where failure can have monumental consequences.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0125a00 e-flex e-con-boxed e-con\" data-id=\"0125a00\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c5ba49e elementor-widget elementor-widget-heading\" data-id=\"c5ba49e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">In conclusion<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b86c980 elementor-widget elementor-widget-text-editor\" data-id=\"b86c980\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The <strong>Chaos Engineering<\/strong> approach represents a significant advance in the field of software engineering, offering a proactive and innovative approach to improving the resilience and <strong>reliability of systems.<\/strong><\/p><p>As these <strong><em>IT systems<\/em><\/strong> become increasingly complex and integrated into all aspects of daily life, the importance of such a methodology can only increase.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d93b2a elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"2d93b2a\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/en\/data-courses\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Training in Chaos Engineering<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b0e537 elementor-widget elementor-widget-html\" data-id=\"2b0e537\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"FAQPage\",\n  \"mainEntity\": [{\n    \"@type\": \"Question\",\n    \"name\": \"What is Chaos Engineering?\",\n    \"acceptedAnswer\": {\n      \"@type\": \"Answer\",\n      \"text\": \"Chaos Engineering is an innovative discipline in the world of software engineering, which focuses on improving the resilience and reliability of computer systems. 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As these IT systems become increasingly complex and integrated into all aspects of everyday life, the importance of such a methodology can only increase.\"\n    }\n  }]\n}\n<\/script>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Chaos Engineering is an innovative discipline in the world of software engineering, which focuses on improving the resilience and reliability of computer systems. This approach, often considered counter-intuitive, involves the deliberate introduction of disturbances or errors into a computer system in order to test its ability to cope with them. This principle emerged in a [&hellip;]<\/p>\n","protected":false},"author":67,"featured_media":183913,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2425],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Chaos Engineering: What is it?<\/title>\n<meta name=\"description\" content=\"Chaos Engineering is a discipline that aims to improve the resilience of complex systems by intentionally injecting controlled instances of failure and chaos into them and observing how they respond.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/en\/chaos-engineering-what-is-it\" \/>\n<meta property=\"og:locale\" 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