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everyone my name is yang I li tech at SAC adapt this is Ned he leads data at SAC adapt and officially to engineering so today were going to be talking about all the cool different things that weve been doing on Amazon our whole infrastructure is hosted on Amazon we started around just under five years ago the main problems we tend to solve on Amazon our scalability analytics and massive amounts of data to give you guys a quick intro our company is in the online advertising space so clients have to come to us and run ad campaigns and we target over up to a billion users online so for this were integrated with up to 550 thousand websites and apps and so thats a lot of scale we have to handle because lets say every time you go to a website lets say CNN that would hit our server because we have to load an ad for you possibly so we have to essentially handle the traffic of all these a huge portion of the Internet at peak times we have to do up to 500,000 to a million QPS so first Im