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welcome back to the top 10 ways to improve data warehouse performance after talking about the benefits of decoupled storage compute in the last session and how it helps improve performance with multiple workloads weamp;#39;re now going to drill into what improves performance within each workload the first trick is how to shrink data access when you decouple storage and compute you introduce a big bottleneck in the middle called the network if you look at aws for example you can choose between three networks 10 25 and 100 gige they can basically move one two and a half or ten gigabytes per second if youamp;#39;re lucky fully loaded now by themselves partitions donamp;#39;t take long to move 50 to 150 megabyte micro partition snowflake could take as little as .01 seconds but once you get to a one terabyte table for example you can only move one percent of it in a second so if your goal is to run a query in one second or less you need to be able to only pull exactly what you ne