{"id":780,"date":"2019-08-08T10:07:19","date_gmt":"2019-08-08T08:07:19","guid":{"rendered":"http:\/\/blog.zhaw.ch\/splab\/?p=780"},"modified":"2019-08-08T10:07:20","modified_gmt":"2019-08-08T08:07:20","slug":"cyclops-3-2-0-released","status":"publish","type":"post","link":"https:\/\/blog.zhaw.ch\/splab\/2019\/08\/08\/cyclops-3-2-0-released\/","title":{"rendered":"Cyclops 3.2.0 released!"},"content":{"rendered":"\n<p>The latest update to the open source <a href=\"https:\/\/github.com\/icclab\/cyclops\/releases\/tag\/v3.2.0\">Cyclops Framework<\/a>, part of our ongoing work to advance metering and monetization across cloud platforms, brings yet more new features and improvements:<br><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Small fixes to the versioning\/rollback features<\/li><li>New estimation and forecasting engine<\/li><\/ul>\n\n\n\n<p>The new forecasting engine is now built into Cyclops\u2019 UDR service and can generate individual or global usage forecasts and cost\/revenue estimates based on the existing usage data and be used to evaluate new pricing models.<br><\/p>\n\n\n\n<p>A full-featured CLI client for the forecasting engine was also created to make using the new functionality more intuitive.<br><\/p>\n\n\n\n<p>Here is a peek at the forecasting in action:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"357\" src=\"https:\/\/blog.zhaw.ch\/splab\/files\/2019\/06\/Screenshot-from-2019-06-27-11-13-14-1024x357.png\" alt=\"Generation of an activity pattern-based charge forecast with the forecasting CLI\" class=\"wp-image-781\" srcset=\"https:\/\/blog.zhaw.ch\/splab\/files\/2019\/06\/Screenshot-from-2019-06-27-11-13-14-1024x357.png 1024w, https:\/\/blog.zhaw.ch\/splab\/files\/2019\/06\/Screenshot-from-2019-06-27-11-13-14-300x104.png 300w, https:\/\/blog.zhaw.ch\/splab\/files\/2019\/06\/Screenshot-from-2019-06-27-11-13-14-768x267.png 768w, https:\/\/blog.zhaw.ch\/splab\/files\/2019\/06\/Screenshot-from-2019-06-27-11-13-14-676x235.png 676w, https:\/\/blog.zhaw.ch\/splab\/files\/2019\/06\/Screenshot-from-2019-06-27-11-13-14.png 1832w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption>Generation of an activity pattern-based charge forecast with the forecasting CLI<\/figcaption><\/figure>\n<div class=\"pt-sm\">Schlagw\u00f6rter: <a href=\"http:\/\/blog.zhaw.ch\/splab\/tag\/billing\/\">billing<\/a>, <a href=\"http:\/\/blog.zhaw.ch\/splab\/tag\/cloud-accounting\/\">cloud accounting<\/a>, <a href=\"http:\/\/blog.zhaw.ch\/splab\/tag\/cyclops\/\">cyclops<\/a>, <a href=\"http:\/\/blog.zhaw.ch\/splab\/tag\/forecasting\/\">forecasting<\/a>, <a href=\"http:\/\/blog.zhaw.ch\/splab\/tag\/open-source\/\">open source<\/a><br><\/div>","protected":false},"excerpt":{"rendered":"<p>The latest update to the open source Cyclops Framework, part of our ongoing work to advance metering and monetization across cloud platforms, brings yet more new features and improvements: Small fixes to the versioning\/rollback features New estimation and forecasting engine The new forecasting engine is now built into Cyclops\u2019 UDR service and can generate individual [&hellip;]<\/p>\n","protected":false},"author":438,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ngg_post_thumbnail":0,"footnotes":""},"categories":[4],"tags":[77,30,75,83,36],"features":[],"class_list":["post-780","post","type-post","status-publish","format-standard","hentry","category-research","tag-billing","tag-cloud-accounting","tag-cyclops","tag-forecasting","tag-open-source"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.2 (Yoast SEO v27.2) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Cyclops 3.2.0 released! - Service Prototyping Lab<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/blog.zhaw.ch\/splab\/2019\/08\/08\/cyclops-3-2-0-released\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cyclops 3.2.0 released!\" \/>\n<meta property=\"og:description\" content=\"The latest update to the open source Cyclops Framework, part of our ongoing work to advance metering and monetization across cloud platforms, brings yet more new features and improvements: Small fixes to the versioning\/rollback features New estimation and forecasting engine The new forecasting engine is now built into Cyclops\u2019 UDR service and can generate individual [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/blog.zhaw.ch\/splab\/2019\/08\/08\/cyclops-3-2-0-released\/\" \/>\n<meta property=\"og:site_name\" content=\"Service Prototyping Lab\" \/>\n<meta property=\"article:published_time\" content=\"2019-08-08T08:07:19+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2019-08-08T08:07:20+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/blog.zhaw.ch\/splab\/files\/2019\/06\/Screenshot-from-2019-06-27-11-13-14-1024x357.png\" \/>\n<meta name=\"author\" content=\"Panagiotis Gkikopoulos\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Panagiotis Gkikopoulos\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/blog.zhaw.ch\/splab\/2019\/08\/08\/cyclops-3-2-0-released\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/blog.zhaw.ch\/splab\/2019\/08\/08\/cyclops-3-2-0-released\/\"},\"author\":{\"name\":\"Panagiotis Gkikopoulos\",\"@id\":\"https:\/\/blog.zhaw.ch\/splab\/#\/schema\/person\/6a362b2982b686a44a453206cb3cee11\"},\"headline\":\"Cyclops 3.2.0 released!\",\"datePublished\":\"2019-08-08T08:07:19+00:00\",\"dateModified\":\"2019-08-08T08:07:20+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/blog.zhaw.ch\/splab\/2019\/08\/08\/cyclops-3-2-0-released\/\"},\"wordCount\":119,\"commentCount\":0,\"image\":{\"@id\":\"https:\/\/blog.zhaw.ch\/splab\/2019\/08\/08\/cyclops-3-2-0-released\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/blog.zhaw.ch\/splab\/files\/2019\/06\/Screenshot-from-2019-06-27-11-13-14-1024x357.png\",\"keywords\":[\"billing\",\"cloud accounting\",\"cyclops\",\"forecasting\",\"open source\"],\"articleSection\":[\"Research\"],\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/blog.zhaw.ch\/splab\/2019\/08\/08\/cyclops-3-2-0-released\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/blog.zhaw.ch\/splab\/2019\/08\/08\/cyclops-3-2-0-released\/\",\"url\":\"https:\/\/blog.zhaw.ch\/splab\/2019\/08\/08\/cyclops-3-2-0-released\/\",\"name\":\"Cyclops 3.2.0 released! 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