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[Music] can you share more about the resilience attributes uh say reliability security usability uh capacity etc uh sure kevin yep um so theres a whole lot of resilience attributes that are important and in fact uh carnegie mellon university software engineering institute had a really fantastic paper on the subject of data resilience where i know i think they raised easily 20 odd different attributes but some of the most important ones that you come across or the ones that you come across more frequently certainly availability yep thats what the vendors are doing its easy its yeah 99.999 uptime everyones happy high availability sorted out weve touched a little bit on such as usability is hey ive received this report or you know thats you know its all uh based on data can i use this report so that is an is an aggregate level attribute of resilience is oh gosh but how do i know if its usable and thats your attributes sorry your attestation score which you seldom see and in fac