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awesome well welcome back im happy to be back actually i had a good trip but im i like being in front of students again so today is one of my most fun lectures on analyzing measuring and analyzing performance because thats what we do a lot and some of that you do in industry as well but it depends where in industry obviously but you do it particularly when youre in research so for those who and may end up in the trustworthy systems group this is highly relevant for those who end up in industry its still relevant so um go through what is performance evaluation why you want it thats pretty brief that sort of boilerplate stuff motherhood stuff and then benchmarking this is where it gets interesting what do you need to watch out for when youre benchmarking how do you do it properly and how not to um profiling to help you understand and then do performance analysis which is for which profiling is a an important tool and then okay how once you have established performance and got dug