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AWS Collective

A collective for developers who utilize Amazon Web Services' infrastructure and platform capabilities. The AWS Collective is organized and managed by the Stack Overflow community as a resource for developers.
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Why does Milvus fail with “fs == nullptr” when loading large HNSW indexes from S3 storage?

I’m running into a fatal error when loading a large HNSW index in Milvus 2.6.7, deployed via Docker, and backed by S3-compatible object storage. Here is the setup: Collection size: ~50 million ...
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Network HTTP/2 requests from Next.js frontend randomly stalled/queued towards node backend EC2 behind ALB

I have a Next.js frontend and Node.js backend application running on AWS. There are two environment levels: Staging: Separate EC2 instances for frontend and backend Production: Separate EC2 instances ...
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Trouble decrypting CiphertextForRecipient after KMS GenerateDataKey

I'm building a route for my go (gin) server that generates a Data Encryption Key (DEK), following the principle of zero-trust (the backend never sees the plaintext). Right now, the client generates a ...
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AWS Lambda TargetInvocationException : could not load file or assembly 'System.Data.SqlClient, Version=4.6.1.6'

I have a .NET 8 based multi-project backend solution. It uses GitHub actions to build the build/publish project with release, that is later used by AWS Lambda to run it whenever an invocation occurs. ...
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How to sync Fundraise Up webhook data to external authentication provider?

I'm integrating Fundraise Up donations with a membership system that needs authentication. When a user donates, Fundraise Up sends a webhook with donor information, and I need to automatically create/...

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These are the most recent articles in AWS Collective
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358 views
1 minute read
How-to guide

AWS Management Console now supports simultaneous sign-in for multiple AWS accounts

AWS has changed the way we interact with AWS console for sign-in. Jan 16, 2025 AWS has announced the support for multiple console sessions for signing into different aws accounts in the same browser. ...
Jatin Mehrotra's user avatar
4 votes
569 views
8 minute read
How-to guide

How to achieve fast, scalable, robust & cost optimized scaling of tasks on AWS ECS

Summary There are multiple use cases to containerize and host proprietary applications on AWS ECS which is “a fully managed container orchestration service that makes it easy for you to deploy, manage,...
TechFree's user avatar
  • 3,024
8 votes
689 views
2 minute read
Knowledge article

Overcoming Front-End Back-End Coupling with AWS Event-Driven Architecture

introduction As a developer, I've always been interested in event-driven architectures (EDAs) and how they can improve the overall performance and scalability of web applications. However, I never ...
Marawan Mamdouh's user avatar
6 votes
1k views
1 minute read
How-to guide

Always-on access for your data in Amazon S3, using cross-Region replication and Multi-Region Access Points (MRAP)

To improve durability of your data in the cloud, you should replicate it to multiple locations. For data in Amazon S3, it is automatically stored across multiple devices spanning a minimum of three ...
Seth E's user avatar
  • 1,125
6 votes
1k views
3 minute read
Knowledge article

Local development, testing, and debugging of serverless applications defined in Terraform using AWS SAM CLI

One question we hear from developers using Terraform and AWS Lambda functions is how to locally test the Lambda function. Here’s a great example — I have a simple terraform file with a Lambda function....
Julie's user avatar
  • 159