Peter DeSantis' Keynote at AWS re:Invent 2021
AWS re:Invent is always THE event in cloud. Petere DeSantis’ keynote provided a peek behind the curtain of the technology that drive AWS itself.
This π is the Twitter thread of my coverage of the keynote…
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@marknca tweeted at 01-Dec-2021, 23:01
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@marknca tweeted at 01-Dec-2021, 23:03
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<< Iβm willing to be it still is!
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@marknca tweeted at 01-Dec-2021, 23:06
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https://virtual.reinvent.awsevents.com/login/
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@marknca tweeted at 01-Dec-2021, 23:08
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@marknca tweeted at 01-Dec-2021, 23:08
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lots of improvements but the mechanics are pretty steady
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@marknca tweeted at 01-Dec-2021, 23:10
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@marknca tweeted at 01-Dec-2021, 23:11
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(sorry @werner)
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@marknca tweeted at 01-Dec-2021, 23:14
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itβs the only way the math adds up
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@marknca tweeted at 01-Dec-2021, 23:15
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@marknca tweeted at 01-Dec-2021, 23:17
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more at https://www.amazon.science/
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@marknca tweeted at 01-Dec-2021, 23:18
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https://www.amazon.science/blog/a-gentle-introduction-to-automated-reasoning
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@marknca tweeted at 01-Dec-2021, 23:18
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β¦but at the cost of speed and reducing the available talent pool
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@marknca tweeted at 01-Dec-2021, 23:19
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β¦so they developed a new approach, βLightweight Formal Methodsβ
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@marknca tweeted at 01-Dec-2021, 23:20
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https://www.amazon.science/publications/using-lightweight-formal-methods-to-validate-a-key-value-storage-node-in-amazon-s3
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@marknca tweeted at 01-Dec-2021, 23:21
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@marknca tweeted at 01-Dec-2021, 23:24
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@marknca tweeted at 01-Dec-2021, 23:24
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how many photos & videos do you have?
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@marknca tweeted at 01-Dec-2021, 23:25
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βI want it now"
βI want it sometime, whenever reallyβ
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@marknca tweeted at 01-Dec-2021, 23:26
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<< feature request == let me use my own @awscloud account of Creative Cloud storage & sharing
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@marknca tweeted at 01-Dec-2021, 23:27
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@marknca tweeted at 01-Dec-2021, 23:29
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more on the @awscloud feature at https://aws.amazon.com/about-aws/whats-new/2021/11/amazon-s3-glacier-instant-retrieval-storage-class/
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@marknca tweeted at 01-Dec-2021, 23:29
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@marknca tweeted at 01-Dec-2021, 23:32
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this is the downside of nerd π€ life. lots of obscure knowledge
β¦but I wouldnβt have it any other way
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@marknca tweeted at 01-Dec-2021, 23:33
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@marknca tweeted at 01-Dec-2021, 23:35
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more on Nitro at https://aws.amazon.com/ec2/nitro/
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@marknca tweeted at 01-Dec-2021, 23:35
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@marknca tweeted at 01-Dec-2021, 23:41
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β¦not that we should focus on them according to Peter (and I agree)
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@marknca tweeted at 01-Dec-2021, 23:42
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@marknca tweeted at 01-Dec-2021, 23:44
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Make the core WIDER
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@marknca tweeted at 01-Dec-2021, 23:44
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we finally realized that the tires, chassis, fuel, and other attributes matter as well…
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@marknca tweeted at 01-Dec-2021, 23:46
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this is why weβve seen massive boosts in performance in things like @appleβs M1 and @awscloud Graviton3
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@marknca tweeted at 01-Dec-2021, 23:47
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@marknca tweeted at 01-Dec-2021, 23:48
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tl:dr = itβs big
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@marknca tweeted at 01-Dec-2021, 23:58
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- training
- inference
you need different infrastructure & tools for both
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@marknca tweeted at 01-Dec-2021, 23:59
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@marknca tweeted at 02-Dec-2021, 00:00
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https://aws.amazon.com/machine-learning/trainium/
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@marknca tweeted at 02-Dec-2021, 00:07
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thatβs available at https://docs.aws.amazon.com/wellarchitected/latest/machine-learning-lens/machine-learning-lens.html
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@marknca tweeted at 02-Dec-2021, 00:08
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@marknca tweeted at 02-Dec-2021, 00:10
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read that Well-Architected Lens, please!
https://docs.aws.amazon.com/wellarchitected/latest/machine-learning-lens/machine-learning-lens.html
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@marknca tweeted at 02-Dec-2021, 00:11
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going to have to dig into this one later on: https://en.wikipedia.org/wiki/Systolic_array
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@marknca tweeted at 02-Dec-2021, 00:12
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<< still doesnβt fix the name though π€¦
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@marknca tweeted at 02-Dec-2021, 00:13
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super niche but fascinating
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@marknca tweeted at 02-Dec-2021, 00:14
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<< it abstracts a lot of what Peter just covered away, so you just get the benefits
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@marknca tweeted at 02-Dec-2021, 00:15
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more on the pledge (now over 200 signatories) at https://sustainability.aboutamazon.com/about/the-climate-pledge
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@marknca tweeted at 02-Dec-2021, 00:16
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https://www.youtube.com/watch?v=s3ScJ_FwaZk&feature=youtu.be
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/π§΅ #reinvent
@marknca tweeted at 02-Dec-2021, 00:23