{"id":185662,"date":"2026-02-09T01:32:00","date_gmt":"2026-02-09T06:32:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/02\/09\/ramamurthy-pursuing-advanced-speed-intelligence-efficiency-of-data-networks\/"},"modified":"2026-02-09T01:40:10","modified_gmt":"2026-02-09T06:40:10","slug":"ramamurthy-pursuing-advanced-speed-intelligence-efficiency-of-data-networks","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/02\/09\/ramamurthy-pursuing-advanced-speed-intelligence-efficiency-of-data-networks\/","title":{"rendered":"Ramamurthy pursuing advanced speed, intelligence, efficiency of data networks"},"content":{"rendered":"<p><a href=\"https:\/\/news.unl.edu\/article\/ramamurthy-pursuing-advanced-speed-intelligence-efficiency-of-data-networks\">Ramamurthy pursuing advanced speed, intelligence, efficiency of data networks<\/a><\/p>\n<p><a href=\"https:\/\/news.unl.edu\/article\/ramamurthy-pursuing-advanced-speed-intelligence-efficiency-of-data-networks\">https:\/\/news.unl.edu\/article\/ramamurthy-pursuing-advanced-speed-intelligence-efficiency-of-data-networks<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-02-09 01:32:00<\/a><\/p>\n<p>Source Domain: <a href=\"news.unl.edu\">news.unl.edu<\/a><\/p>\n<ul>\n<li>Research led by Byrav Ramamurthy, a computer scientist at the University of Nebraska\u2013Lincoln, focuses on innovating data network speed, intelligence, and efficiency through projects at the intersection of AI and next-generation connectivity.<\/li>\n<li>The projects, funded by the National Science Foundation and the U.S. Department of Energy, aim to manage and analyze massive data flows in scientific and digital infrastructure.<\/li>\n<li>Two of the projects utilize AI and machine learning to interpret complex, high-volume datasets, focusing on Internet2 traffic and caching logs from the Open Science Grid.<\/li>\n<li>The Internet2-related project involves classifying network traffic, detecting anomalies, and understanding data movement.<\/li>\n<li>The DOE-supported project on the Open Science Grid uses machine learning to predict data requests, thereby optimizing data pre-fetching and storage to reduce bottlenecks in high-energy physics experiments.<\/li>\n<li>A third NSF-funded project investigates advanced technologies for optical networks to enhance their speed, energy efficiency, and cost-effectiveness.<\/li>\n<li>High-speed networks are essential for AI advancements due to their ability to support distributed applications across multiple sites with high-bandwidth connectivity.<\/li>\n<li>Ramamurthy\u2019s research team includes doctoral students and collaborators from various institutions to achieve these innovative goals.<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ramamurthy pursuing advanced speed, intelligence, efficiency of data networks https:\/\/news.unl.edu\/article\/ramamurthy-pursuing-advanced-speed-intelligence-efficiency-of-data-networks Publish Date: 2026-02-09 01:32:00 Source&#8230;<\/p>\n","protected":false},"author":1,"featured_media":185663,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/news.unl.edu\/sites\/default\/files\/styles\/lead_image_teaser\/public\/media\/images\/20260209-ramamurthy-nt.jpg?itok=z0lpXfnr","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-185662","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/185662"}],"collection":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=185662"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/185662\/revisions"}],"predecessor-version":[{"id":185664,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/185662\/revisions\/185664"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/185663"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=185662"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=185662"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=185662"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}