Also very interesting in the comments -- "AWS has deep investments in custom silicon and we are installing many 100s of thousands of these custom ASICs each yea

Also very interesting in the comments -- "AWS has deep investments in custom silicon and we are installing many 100s of thousands of these custom ASICs each year. Machine learning workloads are a big part of what we run at AWS today and it’s my belief that these workloads are going to just keep growing and I expect that in 10 years, ML will be more than 1/2 of the worlds server side foot print. All other workloads will continue to grow as they are today but ML will eclipse them all."