{"id":10,"date":"2013-04-25T19:06:37","date_gmt":"2013-04-25T19:06:37","guid":{"rendered":"http:\/\/mapreducefest.wordpress.com\/?page_id=10"},"modified":"2013-12-31T15:18:41","modified_gmt":"2013-12-31T15:18:41","slug":"content","status":"publish","type":"page","link":"http:\/\/vargas-solar.com\/map-reduce-fest\/content\/","title":{"rendered":"Content"},"content":{"rendered":"<h1><b>Part I<\/b> (5 hours)<\/h1>\n<h2>Introduction [ <a href=\"http:\/\/vargas-solar.com\/map-reduce-fest\/wp-content\/uploads\/sites\/21\/2013\/04\/0-mapreduce-minifest.pdf\">pdf<\/a>\u00a0]<\/h2>\n<ul>\n<li>Principle and objective<\/li>\n<li>Dealing with huge data collections<\/li>\n<li>Practical exercise 1: thinking map-reduce counting words with Pig<\/li>\n<\/ul>\n<h1><b>Part II<\/b> (10 hours)<\/h1>\n<h2>Summarization patterns [ <a href=\"http:\/\/vargas-solar.com\/map-reduce-fest\/wp-content\/uploads\/sites\/21\/2013\/04\/2-mapreduce-model-principles.pdf\">pdf<\/a>\u00a0]<\/h2>\n<ul>\n<li>Numerical summarization<\/li>\n<li>Inverted Index summarization<\/li>\n<li>Counting with counters<\/li>\n<\/ul>\n<h2>Filtering patterns<\/h2>\n<ul>\n<li>Filtering<\/li>\n<li>Bloom<\/li>\n<li>Top ten<\/li>\n<li>Distinct<\/li>\n<\/ul>\n<h1><b>Part III<\/b>\u00a0(12 hours)<\/h1>\n<h2>Data organization patterns<\/h2>\n<ul>\n<li>Structured to hierarchical<\/li>\n<li>Partitioning<\/li>\n<li>Binning<\/li>\n<li>Total order sorting<\/li>\n<li>Shuffling<\/li>\n<\/ul>\n<h1><b>Part IV\u00a0<\/b>\u00a0(12 hours)<\/h1>\n<h1>Join patterns<\/h1>\n<ul>\n<li>\u00a0Do U remember how to program joins?<\/li>\n<li>Reduce side join<\/li>\n<li>Replicated join<\/li>\n<li>Composite join<\/li>\n<li>Cartesian product<\/li>\n<\/ul>\n<h2>Part V (4 hours)<\/h2>\n<h2>Wrapping up: analysis, limitations, perspectives \u00a0[ <a href=\"http:\/\/vargas-solar.com\/map-reduce-fest\/wp-content\/uploads\/sites\/21\/2013\/05\/3-mapreduce-perspectives.pdf\">pdf<\/a>\u00a0]<\/h2>\n<ul>\n<li><span style=\"line-height: 15px;\">Discussion material [\u00a0<a href=\"http:\/\/vargas-solar.com\/map-reduce-fest\/wp-content\/uploads\/sites\/21\/2013\/04\/reading-discussion-exercice1.pdf\">pdf<\/a>\u00a0]<\/span><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Part I (5 hours) Introduction [ pdf&nbsp;] Principle and objective Dealing with huge data collections Practical exercise 1: thinking map-reduce counting words with Pig Part II (10 hours) Summarization patterns [ pdf&nbsp;] Numerical summarization Inverted Index summarization Counting with counters Filtering patterns Filtering Bloom Top ten Distinct Part III&nbsp;(12 hours) Data organization patterns Structured to [&hellip;]<\/p>\n","protected":false},"author":11,"featured_media":0,"parent":0,"menu_order":2,"comment_status":"closed","ping_status":"closed","template":"page-templates\/front-page.php","meta":{"footnotes":""},"class_list":["post-10","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/vargas-solar.com\/map-reduce-fest\/wp-json\/wp\/v2\/pages\/10","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/vargas-solar.com\/map-reduce-fest\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/vargas-solar.com\/map-reduce-fest\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/vargas-solar.com\/map-reduce-fest\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"http:\/\/vargas-solar.com\/map-reduce-fest\/wp-json\/wp\/v2\/comments?post=10"}],"version-history":[{"count":6,"href":"http:\/\/vargas-solar.com\/map-reduce-fest\/wp-json\/wp\/v2\/pages\/10\/revisions"}],"predecessor-version":[{"id":923,"href":"http:\/\/vargas-solar.com\/map-reduce-fest\/wp-json\/wp\/v2\/pages\/10\/revisions\/923"}],"wp:attachment":[{"href":"http:\/\/vargas-solar.com\/map-reduce-fest\/wp-json\/wp\/v2\/media?parent=10"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}