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hi everyone Iamp;#39;m one from meta Iamp;#39;m very happy to be here in the beautiful city of Vienna to share our work on how do we improve sampling based PG and lvm with compex sensitivity and pseudo dentation so this is the agenda for my talk today first I will quickly go over our motivations Then followed by um PJ architecture overview which would review some of the challenges of existing PJ in alvn then I will talk about the two main contributions of our work which is Studio instrumentation and contest sensitive PJ sample PG last I will share some results for cssp in metas production um data center workloads okay so PG today often delivers double digit um percent CPU performance Improvement for applications now that combined with the Sher size of data center makes it really attractive tool for optimizing data center workloads however we we got a problem we have a tension um between the um operational overhead at scale and the best Peak Performance we have different PJ technology