{"id":16429,"date":"2024-08-27T14:36:46","date_gmt":"2024-08-27T11:36:46","guid":{"rendered":"https:\/\/forklog.com\/en\/coinbase-leverages-ai-for-scalability\/"},"modified":"2024-08-27T14:36:46","modified_gmt":"2024-08-27T11:36:46","slug":"coinbase-leverages-ai-for-scalability","status":"publish","type":"post","link":"https:\/\/u1f987.com\/en\/coinbase-leverages-ai-for-scalability\/","title":{"rendered":"Coinbase Leverages AI for Scalability"},"content":{"rendered":"<p>Coinbase has developed and launched a <span data-descr=\"a field of artificial intelligence focused on developing algorithms and models that enable computers to learn from data and make predictions or decisions without explicit programming\" class=\"old_tooltip\">machine learning<\/span> model that predicts traffic surges and automatically scales databases to prevent downtime and enhance platform performance. The exchange announced this in a <a href=\"https:\/\/www.coinbase.com\/blog\/how-coinbase-is-using-machine-learning-to-predict\">blog post<\/a>.<\/p>\n<p>The company noted that user activity can spike suddenly and rapidly. While the exchange can scale and add resources, this is not an instantaneous process, prompting the development of an automatic machine learning-based system to forecast traffic increases.<\/p>\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u201cThis solution served us well during recent market volatility when traffic levels rose significantly above normal,\u201d the blog states.<\/p>\n<\/blockquote>\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXe1mk5s_HPrS_uDuWZbKWd63yxPgijtOKrg5BrhXdPc9Q3GWT53o3t4yXTCwBMTMRpbzNPrTu0jJpMmAzTk0YTDtx0VWhUQWFSDNwsQgT54MzhBljIrqj2izSngu8jJyU1nHaRy8Y9_DKtbPzyoMSEP0oW8?key=umZrTw6JCnI1ihii8t1K3g\" alt=\"Coinbase Leverages AI for Scalability\"\/><figcaption class=\"wp-element-caption\">Traffic growth and database scaling chart. Source: Coinbase.<\/figcaption><\/figure>\n<p>The exchange&#8217;s model analyzes cryptocurrency pricing charts to predict future traffic. This will allow for optimized infrastructure costs and ensure platform reliability during unpredictable crypto market movements, the company noted.<\/p>\n<p>Previously, the platform has faced technical issues. On May 13, it experienced a <a href=\"https:\/\/u1f987.com\/en\/news\/coinbase-experiences-system-outage-funds-remain-secure\">system-wide outage<\/a>.<\/p>\n<p>In February, the exchange <a href=\"https:\/\/u1f987.com\/en\/news\/coinbase-resolves-zero-balance-glitch\">experienced<\/a> delays, and user balances periodically showed as zero amid a \u201ctremendous\u201d influx of users.<\/p>\n<p>In August, Binance announced the use of AI to combat the theft of user funds.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Coinbase has developed and launched a machine learning model that predicts traffic surges and automatically scales databases to prevent downtime and enhance platform performance. The exchange announced this in a blog post. The company noted that user activity can spike suddenly and rapidly. While the exchange can scale and add resources, this is not an [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":16428,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"select":"","news_style_id":"","cryptorium_level":"","_short_excerpt_text":"","creation_source":"","_metatest_mainpost_news_update":false,"footnotes":""},"categories":[3],"tags":[438,138],"class_list":["post-16429","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-and-analysis","tag-artificial-intelligence","tag-coinbase"],"aioseo_notices":[],"amp_enabled":true,"views":"28","promo_type":"","layout_type":"","short_excerpt":"","is_update":"","_links":{"self":[{"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/posts\/16429","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/comments?post=16429"}],"version-history":[{"count":0,"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/posts\/16429\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/media\/16428"}],"wp:attachment":[{"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/media?parent=16429"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/categories?post=16429"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/tags?post=16429"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}