{"id":12077,"date":"2019-01-01T00:00:00","date_gmt":"2019-01-01T08:00:00","guid":{"rendered":"https:\/\/www.hmc.edu\/clinic\/2019\/telemetry-and-modeling-for-automatic-tuning-in-apache-cassandra\/"},"modified":"2019-01-01T00:00:00","modified_gmt":"2019-01-01T08:00:00","slug":"telemetry-and-modeling-for-automatic-tuning-in-apache-cassandra","status":"publish","type":"post","link":"https:\/\/www.hmc.edu\/clinic\/2019\/telemetry-and-modeling-for-automatic-tuning-in-apache-cassandra\/","title":{"rendered":"Telemetry and Modeling for Automatic Tuning in Apache Cassandra"},"content":{"rendered":"<h2 class=\"project-sponsor-dept-year\"><span class=\"project-sponsor\">A Capella<\/span> <span class=\"project-dept-year\">Computer Science, 2018-19<\/span><\/h2>\n<div class=\"project-team\">\n<p><strong>Liaison(s):<\/strong> (not listed)<br \/>\n<strong>Advisor(s):<\/strong> Beth Trushkowsky<br \/>\n<strong>Students(s):<\/strong> Jonathan Cruz (PM-S), Carissa DeRanek, Lilly Liu, Jonathan Raygoza, Ashley Schmit (PM-F)<\/p>\n<\/div>\n<div class=\"project-abstract\">\n<p>Databases\u2014especially large-scale databases\u2014are the \u201creactor core\u201d powering today\u2019s software services. The performance of large databases depends on many interactions between internal parameters and the varying external load they\u2019re asked to handle. Our goal is to improve both the \u201csensing\u201d and the \u201ccontrol\u201d of Cassandra, a large-scale open-source database, adapting its operation based on changing conditions. The pipeline will use machine learning to guide parameter-tuning for the database, depending on operational and query patterns.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>A Capella Computer Science, 2018-19 Liaison(s): (not listed) Advisor(s): Beth Trushkowsky Students(s): Jonathan Cruz (PM-S), Carissa DeRanek, Lilly Liu, Jonathan [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[140],"tags":[141],"class_list":["post-12077","post","type-post","status-publish","format-standard","hentry","category-computer-science","tag-a-capella"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12077","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/comments?post=12077"}],"version-history":[{"count":0,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12077\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/media?parent=12077"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/categories?post=12077"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/tags?post=12077"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}