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aws-lambda-java-libs reviews and mentions
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AWS Melbourne Region - Launch Analysis
As of launch, AWS has 47 services running in the new Melbourne region. This compares with 194 in Sydney (ap-southeast-2). All of the standard services you'd expect are there, with EC2, Lambda, S3, DynamoDB, and the like. But there's many services still missing. Here's a short list of some key ones:
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AWS Beginner's Key Terminologies
AWS Lambda (Compute) AWS Lambda is a web service that you can use to run code without provisioning or managing servers. You can run code for virtually any type of application or backend service with zero administration. You can set up your code to automatically start from other AWS services or call it directly from any web or mobile app. Run code without thinking about servers, and pay only for the compute time you consume. https://aws.amazon.com/lambda/.
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S3 to S3 transform
If your operation is infrequent then AWS Lambda would be best
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Manage serverless APIs with Apache APISIX
Apache APISIX offers additional plugins that can be used with other serverless solutions like AWS Lambda.
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An efficient way to build your serverless microservices. Part 1. Local Development.
AWS Lambda
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How would I go about creating an app like "Lensa" with Stable Diffusion?
My guess of how Lensa works on the backend, which might be a suitable thing to mimic are; - User uploads their images via the app to the cloud, likely to an AWS S3 cloud storage repository. - When the user's images are uploaded, it triggers a serverless function, likely running on AWS Lambda, that provides the path to the user's uploaded photos, and some metadata about the user (probably their name, or a unique identifier), to a Load Balancer, which handles the high volume of users using Lensa, and basically "queues" the user for their images to be processed. - When a server frees up (I'm guessing Lensa has a bunch of AWS EC2 servers that they're "renting," likely higher-end with good graphics cards), the user's photos are passed into that server, which runs a script and does "Dreambooth." With ten or twelve photos, and a powerful enough server, this is probably running Dreambooth in about ten minutes, and when the Dreambooth process completes, it generates a new, customized-for that-user, Stable Diffusion model, in which the new model is probably then stored back on AWS S3. - Once the model is saved, that server likely runs a script to use this custom Stable Diffusion model and provides it with 10-100 random prompts, which generates a bunch of images.
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Key learnings after 10h diving into Lambda, js and Github Actions
After knocking out a README with a set of goals and a list of TODOs to check off as I made progress, I spent about 10 hours over a weekend trying to get something to work. I used serverless for making Lambda easier, Github Actions for the deploy pipeline and store my credentials; and sadly I rolled my own access_token refresh logic because I couldn't find a helper that just did that for me! wtf!?
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Effortlessly Scale Your Applications with FaaS: Learn How Functions as a Service Can Help You Grow and Thrive
In conclusion, Functions as a Service is a cloud computing model that allows developers to build and deploy small pieces of code without the need to worry about the underlying infrastructure. It is a lightweight and flexible option that can save time and money, and it can automatically scale up or down based on the demand for the function. AWS Lambda, Google Cloud Functions, and Cloudflare Workers are some of the popular FaaS platforms available, each with its own set of features and use cases.
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Hosting your app for production – an overview
Cloud providers are famous for offering solutions that combine CDN and Serverless in one product covering your project requirements from both the front-end and back-end, building a seamless developer experience, and taking care of DevOps work for you. Take a look at AWS Lambda, Google Cloud Serverless, and Azure Functions.
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Streamline Your Serverless Development with These Top 10 Powerhouse Tools
AWS Lambda is a serverless computing platform that lets you run your code in response to events, such as changes to data in an S3 bucket or a new line of a stream in a Kinesis stream. It's a great way to build scalable and cost-effective applications, and it's a must-know tool for any serverless developer.
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A note from our sponsor - Sonar
www.sonarsource.com | 29 Jan 2023
Stats
aws/aws-lambda-java-libs is an open source project licensed under Apache License 2.0 which is an OSI approved license.
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