{"id":845,"date":"2017-08-06T13:28:15","date_gmt":"2017-08-06T18:28:15","guid":{"rendered":"http:\/\/tiemensfamily.com\/TimOnCS\/?p=845"},"modified":"2017-08-06T13:28:15","modified_gmt":"2017-08-06T18:28:15","slug":"hadoop-terasort-virtualbox-benchmarks","status":"publish","type":"post","link":"https:\/\/tiemensfamily.com\/timoncs\/2017\/08\/06\/hadoop-terasort-virtualbox-benchmarks\/","title":{"rendered":"Hadoop Terasort VirtualBox benchmarks"},"content":{"rendered":"

Setup: 3-node hadoop (hdp v2.6.1), installed via Ambari 2.5.1 and running in VirtualBox 5.1 on one physical machine.<\/p>\n

The terasort is traditionally run on 1 terabyte of random data (SIZE=10,000,000,000). In 2008, Yahoo! ran terasort on 1TB of data in 209 seconds, on a cluster of 900 nodes.<\/p>\n

However, this benchmark is for significantly less data (SIZE=10,000), or 1\/1,000,000th the amount of data and significantly fewer nodes (1 physical machine).<\/p>\n

teragen: 340 seconds
\nterasort: 352 seconds
\nteravalidate: 6 seconds<\/p>\n

Each (virtual) node:
\n8GB RAM, 2CPU, 80GB separate \/hadoop\/hdfs\/data mount, Ubuntu 14.04.2 LTS<\/p>\n

Physical machine:
\n32 GB RAM, 8-core AMD FX-8350 4.0GHz, 1TB WD Black HDD, Ubuntu 16.04 LTS xenial<\/p>\n","protected":false},"excerpt":{"rendered":"

Setup: 3-node hadoop (hdp v2.6.1), installed via Ambari 2.5.1 and running in VirtualBox 5.1 on one physical machine. The terasort is traditionally run on 1 terabyte of random data (SIZE=10,000,000,000). In 2008, Yahoo! ran terasort on 1TB of data in … Continue reading →<\/span><\/a><\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[7],"tags":[],"_links":{"self":[{"href":"https:\/\/tiemensfamily.com\/timoncs\/wp-json\/wp\/v2\/posts\/845"}],"collection":[{"href":"https:\/\/tiemensfamily.com\/timoncs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tiemensfamily.com\/timoncs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tiemensfamily.com\/timoncs\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/tiemensfamily.com\/timoncs\/wp-json\/wp\/v2\/comments?post=845"}],"version-history":[{"count":0,"href":"https:\/\/tiemensfamily.com\/timoncs\/wp-json\/wp\/v2\/posts\/845\/revisions"}],"wp:attachment":[{"href":"https:\/\/tiemensfamily.com\/timoncs\/wp-json\/wp\/v2\/media?parent=845"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tiemensfamily.com\/timoncs\/wp-json\/wp\/v2\/categories?post=845"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tiemensfamily.com\/timoncs\/wp-json\/wp\/v2\/tags?post=845"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}