AWS re:Invent 2023 - Keynote with Dr. Werner Vogels

Опубликовано 30 ноября 2023, 23:48

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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