[{"data":1,"prerenderedAt":46},["ShallowReactive",2],{"reinvent2022-api304":3},{"id":4,"title":5,"YouTubeChannelID":6,"banner":6,"contributors":7,"description":6,"extension":10,"introBox":11,"meta":14,"pdf":15,"resources":18,"stem":44,"type":6,"video":6,"videos":6,"__hash__":45},"reinvent2022\u002Freinvent2022\u002Fapi304.json","API304: Amazon MWAA at Scale",null,[8,9],"content\u002Fcontributors\u002Fjohn-jackson.json","content\u002Fcontributors\u002Fuma-ramadoss.json","json",{"headline":12,"text":13},"Resources for API304: Amazon MWAA at scale","In this talk, Uma Ramadoss and John Jackson will share first-hand experience and practical steps for running highly performant workflows in Amazon MWAA. They will walk through internal workings of Apache Airflow and MWAA, share tips and best practices and show an example of running a workflow through a series of performance tuning techniques. You will come away with an understanding of how to author and run your workflows at scale in production.",{},{"source":16,"headline":17},"pdf","Slides from the presentation",{"left":19,"right":31},[20,26],{"headline":21,"subheading":22,"text":23,"button":24},"Apache Airflow best practices ","Tutorial","Learn the best practices of Apache Airflow",{"text":22,"link":25},"https:\u002F\u002Fs12d.com\u002FhcXhMmNy",{"headline":27,"subheading":22,"text":28,"button":29},"Apache Airflow scheduler","Learn internal details of Apache Airflow Scheduler",{"text":22,"link":30},"https:\u002F\u002Fs12d.com\u002Fw5fkcblR",[32,38],{"headline":33,"subheading":34,"text":35,"button":36},"Improve worker performance","Sample","Try out the example in a Dynamic Dag to improve worker performance",{"text":22,"link":37},"https:\u002F\u002Fs12d.com\u002Fmwaa-get-dagid",{"headline":39,"subheading":40,"text":41,"button":42},"Apache Airflow at scale ","Video","Understand the considerations and challenges when running Apache Airflow at scale",{"text":22,"link":43},"https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=JsV04lsH8_U","reinvent2022\u002Fapi304","CioYlDFr6lnjYyQtFqzqOrptCXfC1PtoMEm7ndXkuu8",1792578930639]