aws-sdk-js-v3
aws-virtual-gpu-device-plugin
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| aws-sdk-js-v3 | aws-virtual-gpu-device-plugin | |
|---|---|---|
| 18 | 3 | |
| 2,854 | 132 | |
| 2.7% | - | |
| 9.9 | 0.0 | |
| 4 days ago | over 1 year ago | |
| TypeScript | Jupyter Notebook | |
| Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
aws-sdk-js-v3
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AWS SDK v3 + DAX
From this GitHub issue and this one from 2021 it seems like AWS just doesn't care about this - so, asking here if anyone knows of a workaround (other than "just keep using v2"... that's not a long-term solution), or if any AWS devs can shed some light on the situation.
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Why and how you should use AWS SDK for JavaScript (v3) on Node.js 18
First class typescript support, but everything is possibly undefined?
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ts-dynamodb-attributes-transformer - A code transformer of TypeScript object to DynamoDB attributes
I published "ts-dynamodb-attributes-transformer" that transforms the TypsScript object to Amazon DynamoDB attributes (precisely, this attributes type is Record that is defined at aws-sdk-js-v3).
- A New Hope for Object Storage: R2 Enters Open Beta
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Working with EKS: Using IAM and native K8s service accounts to access AWS S3
Once we have verified the presence of the AWS_WEB_IDENTITY_TOKEN_FILE and AWS_ROLE_ARN environment variables, our pod is ready to connect to and read from S3. The following Typescript snippet illustrates a simple example which fetches the names of all the S3 buckets in our account. It uses the AWS SDK for JavaScript V3
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Deno in 2021
If you'd like the Amazon JavaScript SDK to support Deno then make your support known on this thread:
https://github.com/aws/aws-sdk-js-v3/issues/1289
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AWS SDK v2 or v3 - which one should you use?
I really suggest checking out the repo and especially the Upgrading section for more details.
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AWS management: please add more staff to work on the AWS JS v3 SDK
No CloudFront URL signing - how can v3 SDK be labeled as general release if it doesn't have feature parity with the v2 SDK?
- AWS keeps dropping the ball with their AWS JavaScript v3 SDK
- ZA̡͊͠͝LGΌ causes "Invalid MD5 checksum on messages"
aws-virtual-gpu-device-plugin
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Share a GPU between pods on AWS EKS
This project (available here) uses the k8s device plugin described by this AWS blog post to make GPU-based nodes publish the amount of GPU resource they have available. Instead of the amount of VRAM available or some abstract metric, this plugin advertises the amount of pods/processes that can be connected to the GPU. This is controlled by what is called by NVIDIA as Multi-Process Service (MPS).
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[D] Serverless solutions for GPU inference (if there's such a thing)
AWS has apparently already started using this type of tech as of this year (see lost below). They mention virtual gpus but this particular solution probably won't help OP unfortunately. https://aws.amazon.com/blogs/opensource/virtual-gpu-device-plugin-for-inference-workload-in-kubernetes/
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AWS open source news and updates No.41
The post explores GPU device plugin to address how to set fractional number of GPU resource for each pod by implementing the Kubernetes device plugin and Nvidia MPS. This project has been open sourced on GitHub.
What are some alternatives?
middy - 🛵 The stylish Node.js middleware engine for AWS Lambda 🛵
kserve - Standardized Serverless ML Inference Platform on Kubernetes
aws4fetch - A compact AWS client for modern JS environments
aws-eks-share-gpu - How to share the same GPU between pods on AWS EKS
cfn-diagram - CLI tool to visualise CloudFormation/SAM/CDK stacks as visjs networks, draw.io or ascii-art diagrams.
k8s-device-plugin - NVIDIA device plugin for Kubernetes
aws-sdk-js - AWS SDK for JavaScript in the browser and Node.js
determined - Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
jsii - jsii allows code in any language to naturally interact with JavaScript classes. It is the technology that enables the AWS Cloud Development Kit to deliver polyglot libraries from a single codebase!
terraform-provider-kubernetes - Terraform Kubernetes provider
bref - Serverless PHP on AWS Lambda
booster - Software development framework specialized in building highly scalable microservices with CQRS and Event-Sourcing. It uses the semantics of the code to build a fully working GraphQL API that supports real-time subscriptions.