{"id":55788,"date":"2024-10-04T11:39:27","date_gmt":"2024-10-04T15:39:27","guid":{"rendered":"https:\/\/sdtimes.com\/?p=55788"},"modified":"2024-10-04T15:16:38","modified_gmt":"2024-10-04T19:16:38","slug":"microsoft-open-sources-drasi-a-data-processing-system-for-detecting-and-reacting-to-changes","status":"publish","type":"post","link":"https:\/\/sdtimes.com\/data\/microsoft-open-sources-drasi-a-data-processing-system-for-detecting-and-reacting-to-changes\/","title":{"rendered":"Microsoft open-sources Drasi, a data processing system for detecting and reacting to changes"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Microsoft has announced and is open-sourcing a new data processing system called <a href=\"https:\/\/drasi.io\/\">Drasi<\/a> that can detect and react to changes in complex systems.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This new project \u201csimplifies the automation of intelligent reactions in dynamic systems, delivering real-time actionable insights without the overhead of traditional data processing methods,\u201d Mark Russinovich, CTO, deputy chief information security officer, and technical fellow at Microsoft Azure, wrote in a <\/span><a href=\"https:\/\/azure.microsoft.com\/en-us\/blog\/drasi-microsofts-newest-open-source-project-simplifies-change-detection-and-reaction-in-complex-systems\/\"><span style=\"font-weight: 400;\">blog post<\/span><\/a><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">It watches for events in logs and change feeds without having to copy data to a central data lake or continuously querying data sources. Developers can use define which changes they want to track, and then Drasi decides if changes should trigger an action.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u201cIf they do, it executes context-aware reactions based on your business needs. This streamlined process reduces complexity, ensures timely action while the data is most relevant, and prevents important changes from slipping through the cracks,\u201d Russinovich explained.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Drasi can be boiled down into three components: Sources, Continuous Queries, and Reactions.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Sources connect to data sources like application logs, database updates, or system metrics and continuously monitor for critical changes.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Continuous Queries continuously evaluate incoming changes based on some predefined criteria.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Reactions are made when a change completes a continuous query, and can include tasks like sending alerts, updating other systems, or performing remediation steps.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">According to Microsoft, developers building event-handling mechanisms have often turned to multiple tools, resulting in fragmented and complex architectures. Additionally, a lot of change detection tools don\u2019t have real-time capabilities and instead rely on batch processing, data collation, or delayed event analysis.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u201cFor businesses that need immediate reactions, even these slight delays can lead to missed opportunities or risks. In short, there is a pressing need for a comprehensive solution that detects and accurately interprets critical events, and automates appropriate, meaningful reactions,\u201d Russinovich wrote.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The project has been submitted to the Cloud Native Computing Foundation (CNCF) as a Sandbox project, meaning that if it\u2019s accepted, it will get support, guidance, and resources from the organization. It is being licensed under the Apache 2.0 license.<\/span><\/p>\n<!-- AddThis Advanced Settings generic via filter on the_content --><!-- AddThis Share Buttons generic via filter on the_content -->","protected":false},"excerpt":{"rendered":"<p>Microsoft has announced and is open-sourcing a new data processing system called Drasi that can detect and react to changes in complex systems. This new project \u201csimplifies the automation of intelligent reactions in dynamic systems, delivering real-time actionable insights without the overhead of traditional data processing methods,\u201d Mark Russinovich, CTO, deputy chief information security officer,  &hellip; <a class=\"read-more\" href=\"https:\/\/sdtimes.com\/data\/microsoft-open-sources-drasi-a-data-processing-system-for-detecting-and-reacting-to-changes\/\">continue reading<\/a><!-- AddThis Advanced Settings generic via filter on get_the_excerpt --><!-- AddThis Share Buttons generic via filter on get_the_excerpt --><\/p>\n","protected":false},"author":752,"featured_media":55789,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"om_disable_all_campaigns":false,"cybocfi_hide_featured_image":"","footnotes":"","_links_to":"","_links_to_target":""},"categories":[1],"tags":[2850,17065,17],"coauthors":[11687],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.8 - 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