{"id":353,"date":"2019-01-10T17:07:54","date_gmt":"2019-01-10T17:07:54","guid":{"rendered":"http:\/\/ncra.ucd.ie\/?p=353"},"modified":"2019-03-15T17:19:20","modified_gmt":"2019-03-15T17:19:20","slug":"mobile-device-data-rates-tripled-using-artificial-intelligence","status":"publish","type":"post","link":"http:\/\/ncra.ucd.ie\/index.php\/2019\/01\/10\/mobile-device-data-rates-tripled-using-artificial-intelligence\/","title":{"rendered":"Mobile device data rates tripled using Artificial Intelligence"},"content":{"rendered":"<p><a href=\"https:\/\/doi.org\/10.1109\/TNET.2018.2890547\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-354\" src=\"http:\/\/ncra.ucd.ie\/wp-content\/uploads\/2019\/03\/Slide3.png\" alt=\"Mobile device data rates tripled\" width=\"496\" height=\"279\" srcset=\"http:\/\/ncra.ucd.ie\/wp-content\/uploads\/2019\/03\/Slide3.png 720w, http:\/\/ncra.ucd.ie\/wp-content\/uploads\/2019\/03\/Slide3-300x169.png 300w\" sizes=\"auto, (max-width: 496px) 100vw, 496px\" \/><\/a>Researchers from the UCD Natural Computing Research &amp; Applications Group in collaboration with Bell Labs published in the\u00a0<strong>IEEE\/ACM Transactions on Networking<\/strong> journal (Vol.27 Issue 1) a paper titled &#8220;<em>Automated Self-Optimization in Heterogeneous Wireless Communications Networks<\/em>&#8221; where they demonstrate that their approach to Artificial Intelligence based on Evolutionary Computation more than triples\u00a0 peak data rates, and show how their approach can be used by network operators to flexibly tune the tradeoff between peak rates and fairness across all mobile network users. The research is supported by Science Foundation Ireland through an <a href=\"http:\/\/ncra.ucd.ie\/index.php\/research-projects\/apped\/\">Investigator Award<\/a> to Prof Michael O&#8217;Neill who is a Full Professor of Business Analytics at the UCD School of Business.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Researchers from the UCD Natural Computing Research &amp; Applications Group in collaboration with Bell Labs published in the\u00a0IEEE\/ACM Transactions on Networking journal (Vol.27 Issue 1) a paper titled &#8220;Automated Self-Optimization in Heterogeneous Wireless Communications Networks&#8221; where they demonstrate that their approach to Artificial Intelligence based on Evolutionary Computation more than triples\u00a0 peak data rates, and &hellip; <\/p>\n<p class=\"link-more\"><a href=\"http:\/\/ncra.ucd.ie\/index.php\/2019\/01\/10\/mobile-device-data-rates-tripled-using-artificial-intelligence\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Mobile device data rates tripled using Artificial Intelligence&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-353","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"http:\/\/ncra.ucd.ie\/index.php\/wp-json\/wp\/v2\/posts\/353","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/ncra.ucd.ie\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/ncra.ucd.ie\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/ncra.ucd.ie\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/ncra.ucd.ie\/index.php\/wp-json\/wp\/v2\/comments?post=353"}],"version-history":[{"count":9,"href":"http:\/\/ncra.ucd.ie\/index.php\/wp-json\/wp\/v2\/posts\/353\/revisions"}],"predecessor-version":[{"id":364,"href":"http:\/\/ncra.ucd.ie\/index.php\/wp-json\/wp\/v2\/posts\/353\/revisions\/364"}],"wp:attachment":[{"href":"http:\/\/ncra.ucd.ie\/index.php\/wp-json\/wp\/v2\/media?parent=353"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/ncra.ucd.ie\/index.php\/wp-json\/wp\/v2\/categories?post=353"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/ncra.ucd.ie\/index.php\/wp-json\/wp\/v2\/tags?post=353"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}