{"id":91208,"date":"2022-04-30T16:18:02","date_gmt":"2022-04-30T16:18:02","guid":{"rendered":"https:\/\/websitedesigns.com.au\/elankanew\/?p=91208"},"modified":"2022-04-30T16:18:02","modified_gmt":"2022-04-30T16:18:02","slug":"ai-ops-monitoring-and-controlling-ai-by-aditya-abeysinghe","status":"publish","type":"post","link":"https:\/\/websitedesigns.com.au\/elankanew\/ai-ops-monitoring-and-controlling-ai-by-aditya-abeysinghe\/","title":{"rendered":"AI Ops: Monitoring and Controlling AI By Aditya Abeysinghe"},"content":{"rendered":"<h1 style=\"text-align: center;\"><span style=\"color: #003366; font-size: 24px;\"><strong>AI Ops: Monitoring and Controlling AI &#8211; <\/strong><strong>By Aditya Abeysinghe<\/strong><\/span><\/h1>\n<p><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-91209\" src=\"https:\/\/websitedesigns.com.au\/elankanew\/wp-content\/uploads\/2022\/04\/AI-Ops-Monitoring-and-Controlling-AI.jpg\" alt=\"AI Ops: Monitoring and Controlling AI By Aditya Abeysinghe\" width=\"282\" height=\"178\" \/><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 16px; color: #000000;\"><strong><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-75845 alignleft\" src=\"https:\/\/websitedesigns.com.au\/elankanew\/wp-content\/uploads\/2021\/10\/Aditya-Abeysinghe160.jpg\" alt=\"Aditya-Abeysinghe\" width=\"160\" height=\"141\" \/><\/strong><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 16px; color: #000000;\"><strong>What is AIOps?<\/strong><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 16px; color: #000000;\">Artificial Intelligence for IT Operations (AIOps) is a method of using Artificial Intelligence (AI) to improve operations in IT services. Before AIOps, IT operations were managed manually and any outage was solved manually. However, monitoring and management of components is difficult with use of AI in large-scale systems and in a large number of system functionalities. Therefore, automated management is used in AIOps to reduce issues with unavailability and monitor services of a system.<\/span><\/p>\n<p style=\"text-align: justify;\">\n<p style=\"text-align: justify;\"><span style=\"font-size: 16px; color: #000000;\"><strong>Why use AIOps?<\/strong><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 16px; color: #000000;\">Digital operations in most services today use several sources of data. Historical, real-time, network-related data etc. are some forms of data used commonly in digital services. With manual management of these services, these data sources need to be analyzed to identify issues and then minimize their impact. With large amount of data generated from these sources, most digital services need automatic analysis, logging and monitoring of data and data-related events. Therefore, automation of analysis of data and events is used with the use of AI.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 16px; color: #000000;\">With AI-based management, different types of algorithms like classification and regression are used. With these types of algorithms, classification, forecasting and identifying anomalies in data is efficient and unbiased. Different events are identified using captured data in different sources when these algorithms are deployed into systems. If any issue is detected in these events, then the component used to detect issues may notify users or may take any step to stop further issues to the system. Therefore, AIOps can detect issues and then automatically provide solutions to issues.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 16px; color: #000000;\">AIOps can also capture data real-time from multiple systems. Unlike manual data analysis where data from multiple systems need to be merged and analysed, AIOps may analyse real-time data automatically. Therefore, accuracy of algorithms is higher, data processing and analysis is faster and there are lesser errors. Therefore, AIOps can be used in real-time systems that need to process and prevent attacks with minimal issues of downtime to users.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 16px; color: #000000;\"><strong>Benefits<\/strong><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 16px; color: #000000;\">One of the advantages of AIOps is the ability to identify issues and solve them within lesser time in comparison to identifying issues and solving them manually. This enhances its use for systems which handle critical data and minimize system downtime. AIOps can also recommend solutions to users regarding system issues using AI algorithms. Therefore, use of manual input and manual intervention in managing systems is less when AIOps is used.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 16px; color: #000000;\">Unlike managing systems manually, AI algorithms used in automatic processes can learn from previous training cycles and update algorithms to improve efficiency. Therefore, efficiency with predictions can be improved and the requirement to manually implement features is often reduced. Therefore, time taken to update algorithms and test is reduced. Therefore, effort and cost of manually testing and solving issues is reduced.<\/span><\/p>\n<p style=\"text-align: justify;\">\n<p style=\"text-align: justify;\"><span style=\"font-size: 16px; color: #000000;\"><strong>Image Courtesy: <\/strong><span style=\"color: #003366;\"><a style=\"color: #003366;\" href=\"https:\/\/builtin.com\/\"><strong>https:\/\/builtin.com\/<\/strong><\/a><\/span><\/span><\/p>\n<p style=\"text-align: justify;\">\n","protected":false},"excerpt":{"rendered":"<p>AI Ops: Monitoring and Controlling AI &#8211; By Aditya Abeysinghe &nbsp; What is AIOps? Artificial Intelligence for IT Operations (AIOps) is a method of using Artificial Intelligence (AI) to improve operations in IT services. Before AIOps, IT operations were managed manually and any outage was solved manually. However, monitoring and management of components is difficult [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":91209,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"aside","meta":{"footnotes":""},"categories":[33978,20],"tags":[43534,43532,43533],"class_list":{"0":"post-91208","1":"post","2":"type-post","3":"status-publish","4":"format-aside","5":"has-post-thumbnail","7":"category-aditya-abeysinghe","8":"category-articles","9":"tag-aiops","10":"tag-artificial-intelligence-for-it-operations","11":"tag-digital-operations","12":"post_format-post-format-aside"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.7.1 (Yoast SEO v25.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI Ops: Monitoring and Controlling AI By Aditya Abeysinghe - eLanka<\/title>\n<meta name=\"description\" content=\"What is AIOps?Artificial Intelligence for IT Operations (AIOps) is a method of using Artificial Intelligence (AI) to improve\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Ops: Monitoring and Controlling AI By Aditya Abeysinghe\" \/>\n<meta property=\"og:description\" content=\"What is AIOps?Artificial Intelligence for IT Operations (AIOps) is a method of using Artificial Intelligence (AI) to improve\" \/>\n<meta property=\"og:url\" content=\"https:\/\/websitedesigns.com.au\/elankanew\/ai-ops-monitoring-and-controlling-ai-by-aditya-abeysinghe\/\" \/>\n<meta property=\"og:site_name\" content=\"eLanka\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/eLanka.com.au\/\" \/>\n<meta property=\"article:published_time\" content=\"2022-04-30T16:18:02+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/websitedesigns.com.au\/elankanew\/wp-content\/uploads\/2022\/04\/AI-Ops-Monitoring-and-Controlling-AI.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"282\" \/>\n\t<meta property=\"og:image:height\" content=\"178\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"eLanka admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"eLanka admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/websitedesigns.com.au\/elankanew\/ai-ops-monitoring-and-controlling-ai-by-aditya-abeysinghe\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/websitedesigns.com.au\/elankanew\/ai-ops-monitoring-and-controlling-ai-by-aditya-abeysinghe\/\"},\"author\":{\"name\":\"eLanka admin\",\"@id\":\"https:\/\/websitedesigns.com.au\/elankanew\/#\/schema\/person\/f6e635b74ab35ef88a68a9973cacc5bd\"},\"headline\":\"AI Ops: Monitoring and Controlling AI By Aditya Abeysinghe\",\"datePublished\":\"2022-04-30T16:18:02+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/websitedesigns.com.au\/elankanew\/ai-ops-monitoring-and-controlling-ai-by-aditya-abeysinghe\/\"},\"wordCount\":480,\"publisher\":{\"@id\":\"https:\/\/websitedesigns.com.au\/elankanew\/#organization\"},\"image\":{\"@id\":\"https:\/\/websitedesigns.com.au\/elankanew\/ai-ops-monitoring-and-controlling-ai-by-aditya-abeysinghe\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/websitedesigns.com.au\/elankanew\/wp-content\/uploads\/2022\/04\/AI-Ops-Monitoring-and-Controlling-AI.jpg\",\"keywords\":[\"AIOps\",\"Artificial Intelligence for IT Operations\",\"Digital operations\"],\"articleSection\":[\"Aditya Abeysinghe\",\"Articles\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/websitedesigns.com.au\/elankanew\/ai-ops-monitoring-and-controlling-ai-by-aditya-abeysinghe\/\",\"url\":\"https:\/\/websitedesigns.com.au\/elankanew\/ai-ops-monitoring-and-controlling-ai-by-aditya-abeysinghe\/\",\"name\":\"AI Ops: Monitoring and Controlling AI By Aditya Abeysinghe - 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