{"id":539,"date":"2019-11-12T15:03:52","date_gmt":"2019-11-12T07:03:52","guid":{"rendered":"http:\/\/nljrc.pk.njau.edu.cn\/?p=539"},"modified":"2020-04-21T15:12:59","modified_gmt":"2020-04-21T07:12:59","slug":"lecture-prof-geyong-min-university-of-exeter","status":"publish","type":"post","link":"http:\/\/172.30.27.2\/index.php\/lecture-prof-geyong-min-university-of-exeter\/","title":{"rendered":"Lecture \u2013 Prof. Geyong Min, University of Exeter"},"content":{"rendered":"<p style=\"font-size: 10px;font-style: italic;text-align: right;\"> Recently updated on: 2020-04-21<\/p><p style=\"text-align: center;\"><span style=\"font-size: 24px;\">Data-Driven Knowledge Discovery for Intelligent Cloud and Network Management<\/span><\/p>\n<div style=\"text-align: right;\"><span style=\"font-size: 14px;\">2018-12-26<\/span><\/div>\n<div style=\"text-align: right;\"><span style=\"font-size: 14px;\">No. A504, Yuxian Building, College of Engineering, Nanjing Agricultural University<\/span><\/div>\n<div><span>Contents of the Lecture\uff1a<\/span><\/div>\n<div>\n<p>Aiming at achieving high performance and availability of Cloud computing and networking systems, our vision is to conduct efficient data analysis in order to dig valuable knowledge and actionable insights hidden in network big data for improving the design, operation, and management of Cloud and networks. This talk will present the innovative big data modelling and processing technologies, real-time incremental data analysis tools, and a cost-effective distributed platform we have recently developed to support better decision-making for system design, anomaly detection, resource management and optimization. This talk offers the theoretical underpinning for efficient processing of big data, and also opens up a new horizon of research and development by exploiting the key intelligence and insights hidden in content-rich big data for the design and improvement of Cloud computing and networking systems.<\/p>\n<p><img decoding=\"async\" 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class=\"aligncenter\" \/><\/p>\n<\/div>\n<div><span>About the Reporter\uff1a<\/span><\/div>\n<div>\n<p>Professor <strong><b>Geyong Min<\/b><\/strong>\u00a0is a Chair in High Performance Computing and Networking and the Academic Lead of Computer Science in the College of Engineering, Mathematics and Physical Sciences at the University of Exeter, UK. His recent research has been supported by European Horizon-2020, FP6\/FP7, UK EPSRC, Royal Society, Royal Academy of Engineering, and industrial partners including British Telecom, Huawei Technologies, IBM, INMARSAT, Motorola, and InforSense Ltd. He has published more than 200 research papers in leading international journals including IEEE\/ACM Transactions on Networking, IEEE Journal on Selected Areas in Communications, IEEE Transactions on Computers, IEEE Transactions on Parallel and Distributed Systems, IEEE Transactions on Communications, and IEEE Transactions on Wireless Communications, and at reputable international conferences, such as SIGCOMM-IMC, INFOCOM, and ICDCS. He is an Associated Editor of several international journals, e.g., IEEE Transactions on Computers, and IEEE Transactions on Cloud Computing. He served as the General Chair\/Program Chair of a number of international conferences in the area of Information and Communications Technologies.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Recently updated on: 2020-04-21Data-Driven Knowledge Di &#8230; <a title=\"Lecture \u2013 Prof. Geyong Min, University of Exeter\" class=\"read-more\" href=\"http:\/\/172.30.27.2\/index.php\/lecture-prof-geyong-min-university-of-exeter\/\" aria-label=\"More on Lecture \u2013 Prof. Geyong Min, University of Exeter\">\u9605\u8bfb\u66f4\u591a<\/a><\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-539","post","type-post","status-publish","format-standard","hentry","category-visiting-scholars"],"_links":{"self":[{"href":"http:\/\/172.30.27.2\/index.php\/wp-json\/wp\/v2\/posts\/539","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/172.30.27.2\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/172.30.27.2\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/172.30.27.2\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"http:\/\/172.30.27.2\/index.php\/wp-json\/wp\/v2\/comments?post=539"}],"version-history":[{"count":1,"href":"http:\/\/172.30.27.2\/index.php\/wp-json\/wp\/v2\/posts\/539\/revisions"}],"predecessor-version":[{"id":540,"href":"http:\/\/172.30.27.2\/index.php\/wp-json\/wp\/v2\/posts\/539\/revisions\/540"}],"wp:attachment":[{"href":"http:\/\/172.30.27.2\/index.php\/wp-json\/wp\/v2\/media?parent=539"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/172.30.27.2\/index.php\/wp-json\/wp\/v2\/categories?post=539"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/172.30.27.2\/index.php\/wp-json\/wp\/v2\/tags?post=539"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}