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thank you for sharing

intresting

36:17 The query has a filter on doc_type : question. However, the results are of type answer. I also see item_name in thr results which is not part of the answer schema shown initially (it was part of ASIN type). Does opensearch dynamoDb integration kind of automatically join related data given they share the same partitionKey?

Excellent presentation. Thank you.

Incredible

🎯 Key points for quick navigation: 00:29 *🌐 Applications are built with scalability in mind, aiming to meet user demands and scale up efficiently.* 01:28 *🛠️ Choosing the right AWS architecture involves considering over 200 services and aligning them with business goals.* 02:57 *🔄 Continuous iteration and proactive monitoring are key to maintaining application efficiency and user satisfaction.* 05:59 *🌐 Modernizing applications often involves decoupling frontends and backends to improve scalability and performance.* 07:00 *🌍 AWS Amplify simplifies frontend hosting by integrating with repositories and providing serverless deployment capabilities.* 09:36 *📦 AWS offers multiple compute options including EC2, containers, and serverless Lambda, each suited for different scalability and control needs.* 11:03 *🌐 Choosing between AWS compute options involves balancing control with ease of management, tailored to specific workload needs.* 12:00 *🌐 AWS provides API Gateway, Application Load Balancer, and AWS AppSync for managing different types of API workloads and integrations.* 14:30 *📊 Starting with SQL databases like Amazon Aurora is recommended for applications needing relational data structures and support.* 15:56 *💾 Amazon Aurora Serverless v2 offers scalable compute and storage separation, ideal for managing costs during peak workloads.* 18:01 *🔍 Monitoring with AWS CloudWatch and X-Ray helps optimize application performance and troubleshoot issues in scalable architectures.* 20:56 *🤖 Amazon DevOps Guru provides infrastructure insights using machine learning to optimize performance and identify issues like high latency or slow queries.* 21:54 *🛠️ Amazon CodeGuru analyzes application code to identify performance issues and provide recommendations for improvement.* 22:53 *🌐 AWS Amplify Hosting automatically scales without manual adjustments, leveraging CloudFront's CDN capabilities for global performance.* 25:19 *📊 Aurora Serverless v2 separates compute and storage, allowing independent scaling to optimize performance and cost.* 29:18 *🔄 RDS Proxy simplifies database scaling by managing connections and reducing resource demand on backend databases.* 33:49 *🚀 AWS App Runner automates deployment and scaling of web applications using ECS Fargate, with built-in auto-scaling capabilities up to 5,000 concurrent requests.* 40:41 *🏗️ Break apart monolithic applications into microservices or service-oriented architectures (SOA) for scalability.* 41:38 *🛠️ Use database federation to scale by separating data into different clusters based on business needs.* 42:39 *📊 Utilize purpose-built databases like Redshift or Athena for business intelligence and analytics needs.* 44:09 *🌐 Consider API Gateway's base path mapping for routing different parts of your API to various backends.* 45:11 *🔄 Transition from synchronous to asynchronous communication models between services for reduced coupling and increased scalability.* 47:41 *📡 Choose between AWS services like SNS, SQS, EventBridge, and Kinesis for event-driven architectures based on distinct use cases.* 48:12 *🧩 Leverage managed services on AWS for scalability, automatic scaling, and Multi-AZ recovery without managing underlying infrastructure.* 49:42 *💡 Utilize observability tools and monitoring for understanding and optimizing performance and scalability of your AWS architecture.*

Cool

One of the best presentations on multi-tenant architecture that I found. Thank you.

The part about containers was VERY enlightening. Really glad to see performance improve here!

Is it possible to import/export a log group with class infrequent access into a standard class log group? basically, is it possible to import/export log groups/classes ?

How to improve latency issue in response in this RAG model approach using aws bedrock knowledge based Evnen though i created small pdf file having 10pages its giving response in 5 to 7 seconds I want with in 1 second in response what i do ? Please help...

The content is very interesting, but the presentation and delivery style are severely lacking

Hiyjacking hacker attacks vandalizes cybercrime of my ficsit networks precious metals diamonds gigafactories es Robbery

The most Fun and Intelligent speaker i have ever watched for AWS sessions

Loved the talk, Alex killed the modeling part. I learnt so much.

Would have really liked if this were in english

Very much useful .

Hello Brian it would be great if you could share the code with us in the comments

3:00

Very intense content. Needs lot of attention to details. Very well explained. Now I understand why I couldn't understand storage services earlier. There are lots to learn. This part of services are made clear by you. Thank you!

It was a great session. Loved it.

Incrível

Alex is here!!! A theroutingloop fan since the beginning!

Great to see Tom there, a theroutingloop fan here!

Nice work! Does the IOT en devices (sensors) have to be built on free RTOS in order to work with the Gateway. Also, does the gateway must support AWS greengrass?

Proud of you bhai.... VVRS

I miss the days when you could just assume an engineer's pronouns

Great presentation - would be great to have some hands on presentation that would present how to work with this and for example how to build an actual app using this approach ;)

🦀 Rust discussion from 15:30 - 19:10 🦀

Great presentation, and thank you for all your hard work!

The fact that this panel is mostly women is truly inspiring .

Tuns out the App Runner session is the best way to learn ECS and Fargate

24:00

24:00

Very informative, thanks for the good session

Goldmine of info 👌

Very informative.

This is very cool, I'll try it out soon enough, nice timing at least for my use case. Thanks!

Nice talk! Well done!

Enjoyed a lot, going to start migrating some of my lambda functions from Typescript to Rust to be able to compare results and improvements.

1 billion API calls per second!! Wow that’s scale!

Amazing! 🔥

Hii .. Iam Prasanna. Facing fail back step on aws DR set up for client instance. Completed agent installation. Completed fail over process. Facing permission issues. Pls help

Not a single comment in 6 months.

but we don't use all of them, the key is to know what/how we depend/loked.

I loved it, especially the examples on Latin music and golf!

Thanks for sharing the valuable insight and whatnot in the session. cheers !!

Wondering why Dafny (why not Lean or Agda)