AWS re:Invent 2023 - Keynote with Dr. Werner Vogels
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- Опубликовано: 29 ноя 2023
- Dr. Werner Vogels, Amazon.com's VP and CTO, joins us for his twelfth re:Invent appearance. In his keynote, he covers best practices for designing resilient and cost-aware architectures. He also discusses why artificial intelligence is something every builder must consider when developing systems and the impact this will have in our world.
Featuring customer speakers: Dr. Rebecca Portnoff, Head of Data Science, Thorn; and Cat Swetel, Senior Director of Engineering, Nubank.
Including the launch of AWS Management Console myApplications, Amazon Cloudwatch Application Signals, Amazon SageMaker Studio Code Editor, AWS Application Composer in VS Code, and Amazon Inspector CI/CD Container Scanning.
03:00 - Welcome
04:00 - The Frugal Architect
05:00 - Cost-aware architecture
08:45 - Architect with cost in mind
10:00 - PBS
12:30 - Cost is a close proxy for sustainability
13:40 - WeTransfer
14:30 - The Frugal Architect
16:00 - Law 1 - Cost is a Non-Functional Requirement
17:00 - Amazon S3 overview
19:00 - Amazon DynamoDB overview
20:00 - Law 2 - Systems that Last Align Cost to Business
25:00 - Lambda overview
28:40 - Firecracker microVMs overview
30:00 - Build evolvable architecture
31:45 - Law 3 - Architecting is a Series of Trade-Offs
32:15 - Guest Speaker - Cat Swetel, Senior Director of Engineering, Nubank
41:00 - Law 4 - Unobserved Systems Lead to Unknown Costs
43:30 - Amazon Metrics for system costs
44:00 - Cost/request mciroservice level
45:45 - Transistive cost/request system level
46:16 - Conversion rate/request
48:45 - LAUNCH - AWS Management Console myApplications
50:00 - LAUNCH - Amazon Cloudwatch Application Signals
50:40 - Law 5 - Cost Aware Architectures Implement Cost Controls
54:10 - Tiers inform trade-offs
55:52 - Law 6 - Cost optimization is incremental
56:18 - Savings opportunities
1:00:00 - Law 7 - Unchallenged Success Leads to Assumptions
1:02:00 - Ranking Programming languages by Energy Efficiency
1:04:00 - Constraints breed creativity
1:08:00 - AI - To predict the future, observe the present
1:14:00 - AI for now
1:15:00 - IRRI
1:16:45 - cergenx
1:17:45 - Precision AI
1:18:45 - Digital Earth Africa
1:20:00 - Practical Solutions to real world program
1:21:00 - Guest Speaker - Dr. Rebecca Portnoff, Head of Data Science, Thorn
1:30:00 - AI for good
1:30:30 - DEMO - ML and Radiology
1:40:30 - Explainable intracranial Hemorrhage Detection for Radiologist Workflow Prioritization
1:43:45 - AI predicts, professionals decide. ive
1:44:45 - Building with Generative AI
1:46:20 - LAUNCH - Amazon SageMaker Studio Code Editor
1:47:45 - Amazon Q
1:49:30 - Amazon Q in codeCatalyst
1:50:00 - Amazon Q in IDE
1:50:30 - LAUNCH - AWS Application Composer in VS Code
1:51:45 - There's never been a better time to be a builder
1:52:37 - LAUNCH - Amazon Inspector CI/CD Container Scanning
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Наука
As always, Dr. Werner's keynotes are the annual re:Invent stand out - love it.
As a Brazilian, I feel very proud to see Cat Swetel from NU show case what it took to implement PIX using AWS systems. PIX is definitely a 'systemic level change' implemented by the unpartitioned Brazilian government. It has truly made access to bank accounts and transfers more accessible and instantaneous to everyone.
It's something the US and European countries should pay more attention to.
BRASIL 🇧🇷🇧🇷🇧🇷💜
My dude is melting. Give the poor man an A.C
Vintage Vogels though! Is it even a keynote if our guy’s NOT sweating buckets?? 🪣
The story of Thorn is great example of practical AI.
We need to use tech advancement to make world as better place to live. Solve the current problems instead of imaginary problems.
0:51 Perl joke
41:18 story about Amsterdam and behaviour
1:05:30 fun jab at Larry Ellison
such a warm, charismatic figure
Thanks Dr Vogels. this year keynote is more interesting than last year. It inspired us how to establish best practice and give back to the community as a technologist.
min 61:28 , that cost to build vs cost to operate graph is fantastic - I wish I could have it some years back when arguing with one of my bosses
Werner looking healthy, I like it
What NuBank have done in Brazil is awesome. I think part of it can be replicated in Kenya. This was a great presentation overall.
msee, wanna make it together
The profound knowledge in this content is striking. A book with akin insights nurtured a big change in my mindset. "AWS Unleashed: Mastering Amazon Web Services for Software Engineers" by Harrison Quill
Thanks for emphasis on cost , and wish this is baked in resources like CW OAM index based search and a mechanism to view cost of metrics
Oh my god. Having two little kids…the story of Thorn touches me deeply.
We try to educate our kids at best to encourage them to raise their voice. But knowing that so many kids get no help breaks my heart.
Hope Thorn is able to scale to help even more kids.
I love this. I want to be in the next one.
That has always been Werner's Residual Self Image! 😀 His mental projection of his digital self!
what is the transition song, that is great
Does anyone recall the name of the Quartet that played before the Keynote?
The Cattus Quartet
I really like CTO entry and announcement
LOL - "Can I get some free credits???!?"
"No"
not that Oracle hahaahha
🇧🇷💜
Good talk very dynamic! I still like to own my car not lease it.
Vpc endpoint is another resource to be affordable since this is strong requirement for majority clients
I love it when technologists step outside their domain and think like economists. Economics is the study of constrained resources, and we have a lot of constraints in the world of computers.
Dr. Vogels did a great job explaining this, but he is unfortunately late to the table. For too many years, we have been consuming cloud services like they are free and have no sustainability impact. Dr. Vogels should have shown the example of energy consumption and the power of Rust many years ago - this is not something new.
We seriously need to behave like frugal architects. For example, we need to question if microservices are always the right architecture. I am happy to see that AWS is more transparent in this area. Microservices can be great, but it may not be great for everything. The same is also true for SQL vs NoSQL databases - I see that AWS is finally getting on the right track.
Cost of reliability
he lost weight, good for him
The Spinal Tap joke was great, but you need to know your audience. Most of the attendees are under 45 and have never seen the movie.
I’m over 45 and never seen it
@@GSmith215 my point exactly.
I’m under 35 and got the reference
that joke flew over my head so...
Hello
ruclips.net/video/UTRBVPvzt9w/видео.html Great to see our technology working at IRRI!
He looks like he lost some weight. Good for him
I have a Perl Program and an Erlang Program that I wrote 20 Years ago. I don't need to migrate them to the "PUBLIC CLOUD"
What’s a cheap matrix re-enactment 😅
as usual, proles loving and cheering dystopian tech!
First
Spotted the first loser.
LOL what on earth am i watching
So they make you completely dependent on them for hardware/computing, then jack up the prices and tell you to be frugal lol. Our computing overlords have arrived. Enjoy the bait and switch. Sustainable for Amazon's coffers.
He is not audible, time to get someone to do this keynote.
ruclips.net/video/XxDXbzR59-I/видео.html OVH Cloud is better than AWS
AWS is really for boomers now - they are years behind Azure and Google in AI
Obviously you are not up to date
LOOOOOL
unnecessary AI use cases are not years ahead. Going forward in the wrong direction is going backwards
You missed the ship 🚀
I'd say AWS tend to win the long game
Great presentation and a band intro via the shirt choice (en.wikipedia.org/wiki/Street_Sweeper_Social_Club).