{"id":859,"date":"2021-06-29T12:28:11","date_gmt":"2021-06-29T12:28:11","guid":{"rendered":"https:\/\/ods-research.org\/?page_id=859"},"modified":"2021-07-05T15:31:52","modified_gmt":"2021-07-05T15:31:52","slug":"adaptive-query-aware-scheduling-policies-for-sustainable-multimedia-event-processing","status":"publish","type":"page","link":"https:\/\/ods-research.org\/adaptive-query-aware-scheduling-policies-for-sustainable-multimedia-event-processing\/","title":{"rendered":"Adaptive Query-aware Scheduling Policies for Sustainable Multimedia Event Processing"},"content":{"rendered":"\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/ods-research.org\/wp-content\/uploads\/2021\/06\/felipe-research-960x1024.png\" alt=\"\" class=\"wp-image-860\" width=\"600\" height=\"400\"\/><\/figure><\/div>\n\n\n\n<p class=\"ticss-d65aa07a\">The focus of this research is on the study and development of sustainable (i.e.: energy efficient) solutions for Multimedia Event Processing over the Cloud and Edge, while accounting for the accuracy and latency of the user queries, according to the query-aware Quality of Service (QoS) scheduling policies. This solution will make use of a self-adaptive system to adapt to changes in the environment, user requirements, and system workload. In addition, Reinforcement Learning techniques and a Fuzzy Control system for uncertainty management and will be developed, to better cope with the intrinsic uncertainties in the adaptation life-cycle.<\/p>\n\n\n\n<div class=\"is-layout-flex wp-container-3 wp-block-columns\">\n<div class=\"is-layout-flow wp-block-column\">\n<h2><strong>Team<\/strong><\/h2>\n\n\n\n<p>Felipe Arruda Pontes<\/p>\n\n\n\n<p>Dr Edward Curry<\/p>\n\n\n\n<p><strong>Institution:<\/strong> NUI Galway<\/p>\n<\/div>\n\n\n\n<div class=\"is-layout-flow wp-block-column\">\n<h2><strong>Funder<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-thumbnail\"><img decoding=\"async\" loading=\"lazy\" width=\"150\" height=\"150\" src=\"https:\/\/ods-research.org\/wp-content\/uploads\/2021\/06\/sfi-3-150x150.png\" alt=\"\" class=\"wp-image-867\" srcset=\"https:\/\/ods-research.org\/wp-content\/uploads\/2021\/06\/sfi-3-150x150.png 150w, https:\/\/ods-research.org\/wp-content\/uploads\/2021\/06\/sfi-3-100x100.png 100w, https:\/\/ods-research.org\/wp-content\/uploads\/2021\/06\/sfi-3-50x50.png 50w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<h2><strong>Relevant Publications<\/strong><\/h2>\n\n\n\n    <table class=\"result\" >\n          <tr class=\"date\">\n        <td colspan=\"2\" class=\"header\">2020<\/td>\n      <\/tr>\n      <tr class=\"bibline\"><td  class=\"bibref\"><a name=\"1\"><\/a>[1]<\/td> <td class=\"bibitem\">Felipe Arruda Pontes, Edward Curry,  <a href=\"http:\/\/www.edwardcurry.org\/publications\/EdgeWays_2020.pdf\">\"Cloud-Edge Microservice Architecture for DNN-based Distributed Multimedia Event Processing\"<\/a>, <i>In 1st International Workshop on Edge Migration and Architecture (EdgeWays 2020)<\/i>, 2020.\n<span class=\"Z3988\" title=\"ctx_ver=Z39.88-2004&amp;rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&amp;rft.atitle=Cloud-Edge+Microservice+Architecture+for+DNN-based+Distributed+Multimedia+Event+Processing&amp;rft.btitle=1st+International+Workshop+on+Edge+Migration+and+Architecture+%28EdgeWays+2020%29&amp;rft.genre=bookitem&amp;rft.pub=&amp;rft_id=http%3A%2F%2Fwww.edwardcurry.org%2Fpublications%2FEdgeWays_2020.pdf&amp;rfr_id=info%3Asid%2Fods-research.org%3A%2F%2Fhome%2Fjqe8ie6abi5f%2Fpublic_html%2Fpublications%2FMyPubs.bib&amp;rft.date=2020&amp;rft.au=Felipe+Arruda+Pontes&amp;rft.au=Edward+Curry\"><\/span> <a class=\"biburl\" title=\"FelipeArrudaPontes2020\" href=\"\/publications\/bibtexbrowser.php?key=FelipeArrudaPontes2020&amp;bib=%252F%252Fhome%252Fjqe8ie6abi5f%252Fpublic_html%252Fpublications%252FMyPubs.bib\">[bib]<\/a> <a href=\"http:\/\/www.edwardcurry.org\/publications\/EdgeWays_2020.pdf\">[pdf]<\/a><\/td><\/tr>\n    <\/table>\n    \n<div style=\"text-align:right;font-size: xx-small;opacity: 0.6;\" class=\"poweredby\"><!-- If you like bibtexbrowser, thanks to keep the link :-) -->Powered by <a href=\"http:\/\/www.monperrus.net\/martin\/bibtexbrowser\/\">bibtexbrowser<\/a><!--v20111211--><\/div>\n<script type=\"text\/javascript\" src=\"http:\/\/code.jquery.com\/jquery-1.5.1.min.js\"><\/script> \n<script type=\"text\/javascript\" ><!--\n\/\/ Javascript progressive enhancement for bibtexbrowser\n$('a.biburl').each(function() { \/\/ for each url \"[bib]\"\n  var biburl = $(this);\n  if (biburl.attr('bibtexbrowser') === undefined)\n  {\n  biburl.click(function(ev) { \/\/ we change the click semantics\n    ev.preventDefault(); \/\/ no open url\n    if (biburl.nextAll('pre').length == 0) { \/\/ we don't have yet the bibtex data\n      var bibtexEntryUrl = $(this).attr('href');\n      $.ajax({url: bibtexEntryUrl,  dataType: 'xml', success: function (data) { \/\/ we download it\n        var elem = $('<pre class=\"purebibtex\"\/>'); \/\/ the element containing bibtex entry, creating a new element is required for Chrome and IE\n        elem.text($('.purebibtex', data).text()); \/\/ both text() are required for IE\n        \/\/ we add a link so that users clearly see that even with AJAX\n        \/\/ there is still one URL per paper (which is important for crawlers and metadata)\n        elem.append(\n           $('<div>%% Bibtex entry URL: <a href=\"'+bibtexEntryUrl+'\">'+bibtexEntryUrl+'<\/a><\/div>')\n           ).appendTo(biburl.parent());\n      }, error: function() {window.location.href = biburl.attr('href');}});\n    } else {biburl.nextAll('pre').toggle();}  \/\/ we toggle the view    \n  });\n  biburl.attr('bibtexbrowser','done');\n  } \/\/ end if biburl.bibtexbrowser;\n});\n\n\n--><\/script>\n","protected":false},"excerpt":{"rendered":"<p>The focus of this research is on the study and development of sustainable (i.e.: energy efficient) solutions for Multimedia Event Processing over the Cloud and Edge, while accounting for the accuracy and latency of the user queries, according to the query-aware Quality of Service (QoS) scheduling policies. This solution will make use of a self-adaptive&hellip; <br \/> <a class=\"button small blue\" href=\"https:\/\/ods-research.org\/adaptive-query-aware-scheduling-policies-for-sustainable-multimedia-event-processing\/\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/ods-research.org\/wp-json\/wp\/v2\/pages\/859"}],"collection":[{"href":"https:\/\/ods-research.org\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ods-research.org\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ods-research.org\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ods-research.org\/wp-json\/wp\/v2\/comments?post=859"}],"version-history":[{"count":4,"href":"https:\/\/ods-research.org\/wp-json\/wp\/v2\/pages\/859\/revisions"}],"predecessor-version":[{"id":957,"href":"https:\/\/ods-research.org\/wp-json\/wp\/v2\/pages\/859\/revisions\/957"}],"wp:attachment":[{"href":"https:\/\/ods-research.org\/wp-json\/wp\/v2\/media?parent=859"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}