AWS Machine Learning - AI

FEBRUARY 26, 2024

By using AWS services, our architecture provides real-time visibility into LLM behavior and enables teams to quickly identify and address any issues or anomalies. In this post, we demonstrate a few metrics for online LLM monitoring and their respective architecture for scale using AWS services such as Amazon CloudWatch and AWS Lambda.

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Artificial Inteligence AWS Lambda Metrics 104

Dzone - DevOps

MAY 10, 2023

Setting Up This is a simple example of using Terraforms cloud development kit (CDKTF) to create a Lambda function in AWS in Typescript. Learning HCL and its nuances in a declarative manner and configuring it all for different environments is a bit of a learning curve.

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Xebia

OCTOBER 8, 2023

In this blog post, you will see how AWS ECR and AWS CloudFormation overcome the rate limiting imposed by Docker Hub and provide full control over your base images. Whenever you try to pull an image from a AWS CodeBuild project, you immediately run it this problem. library/python:3.7 RepositoryArn: ! library/python:3.7

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MagmaLabs

JULY 16, 2020

In the beginning, the documentation for AWS LAMBDAS can be intimidating at times, but don’t worry, in this post, I will help you with the first steps to create an AWS LAMBDA Function. What’s a Lambda Function??. Here is Lambda documentation for you to look at it. client('lambda') ?

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Xebia

JULY 31, 2023

In this blog I will show you how to create and deploy a Golang AWS CloudFormation custom provider in less than 5 minutes using a copier template. You just implement a create, update and delete method in a Lambda and you are done. Creating a custom resource in CloudFormation is really simple. > Running task 1 of 1: [ ! -f

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CIO

OCTOBER 13, 2022

Naturally, companies are drawn to AWS Cloud to reduce operating expenses. But they may overlook the required strategic planning and lack the development expertise to leverage AWS services and create fully optimized cloud-native apps that deliver actual cost advantages. .

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Xebia

AUGUST 29, 2023

How does High-Performance Computing on AWS differ from regular computing? HPC services on AWS Compute Technically you could design and build your own HPC cluster on AWS, it will work but you will spend time on plumbing and undifferentiated heavy lifting. AWS has two services to support your HPC workload.

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Xebia

JANUARY 15, 2023

When you want to configure a custom domain for an AppRunner service with CloudFormation, you will notice that the required resource AWS::AppRunner::CustomDomain is missing. GetAtt AppRunnerCustomDomainProvider.Arn This will call the AssociateCustomDomain to associate the domain name with the AWS App Runner subdomain URL of your service.

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AWS Machine Learning - AI

MARCH 7, 2024

However, Amazon Bedrock and AWS Step Functions make it straightforward to automate this process at scale. Step Functions allows you to create an automated workflow that seamlessly connects with Amazon Bedrock and other AWS services. The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow.

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CircleCI

AUGUST 12, 2022

This tutorial covers: Defining your AWS CDK application and the AWS Lambda handler. Instead of deploying your cloud resources manually, you can use a solution like Terraform or AWS CDK that lets you manage your infrastructure code programmatically. Install AWS CLI. Configure AWS credentials. Prerequisites.

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Xebia

MARCH 8, 2023

In this blog I will show you how to create and deploy an AWS CloudFormation custom provider in less than 5 minutes using a Python copier template. You just implement a create, update and delete method in a Lambda and you are done. binxio-public 🎤 Access to lambda zip files? public > Running task 1 of 1: [[ !

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Dzone - DevOps

AUGUST 23, 2023

Explore the step-by-step process of deploying a Lambda-backed API using AWS CDK in this detailed guide. Ideal for both beginners and experienced developers, this guide offers practical examples and clear explanations to help you manage complex cloud infrastructure effectively. Configure your AWS credentials using the AWS CLI.

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Dzone - DevOps

JANUARY 18, 2023

The AWS console allows the user to create and update cloud infrastructure resources in a user-friendly manner. In the case of AWS, this notation expressed as a formalism based on a JSON or YAML syntax is captured in configuration files and submitted to the CloudFormation IaC utility.

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Xebia

FEBRUARY 3, 2024

AWS has a lot of controls built in, but what if you need more? AWS Config allows you to create your own rules. Let’s use a specific example, but you can apply this concept to other scenarios. Let’s use a specific example, but you can apply this concept to other scenarios. standard it becomes available.

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Linux Academy

MARCH 29, 2019

As I detailed in a previous blog post, I’m continuing to update the Linux Academy AWS DevOps Pro certification course. The course has three new sections (and Lambda Versioning and Aliases plays an important part in the Lambda section): Deployment Pipelines. AWS Lambda, and. AWS API Gateway.

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ParkMyCloud

MAY 20, 2019

Today’s entry into our exploration of public cloud prices focuses on AWS Lambda pricing. In this article, we’ll take a look at the Lambda pricing model, and some things you need to keep in mind when estimating costs for serverless infrastructure. How AWS Lambda Pricing Works. Why AWS Lambda Pricing is So Confusing.

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Bernd Rucker

MAY 14, 2020

Powerful Serverless Function Orchestration using BPMN and Cloud-Native Workflow Technology Assume you want to coordinate multiple Lambdas to achieve a bigger goal. and how you can use BPMN and Camunda Cloud to orchestrate these three AWS Lambdas and provide an additional trip booking Lambda. Why Orchestration?

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Linux Academy

FEBRUARY 21, 2019

February 18, 2019 was a very important day for AWS DevOps Professional Certification aspirants. This is the day that AWS introduced their new exam after having put the exam through a Beta phase in November, 2018. AWS Lambda. AWS API Gateway. AWS Secrets Manager. Using AWS SQS as an Event Source for Lambda.

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The Agile Monkey

JULY 4, 2019

Have you ever wondered whether your AWS Lambda could be faster if you used a different runtime? AWS Lambda allows us to execute code in the cloud without needing to provision anything. As an addition to all the available runtimes in AWS Lambda, AWS announced Custom Runtimes at Re:Invent 2018.

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RapidValue

JANUARY 5, 2020

One such service is their serverless computing service , AWS Lambda. For the uninitiated, Lambda is an event-driven serverless computing platform that lets you run code without managing or provisioning servers and involves zero administration. How does AWS Lambda Work. Why use AWS Lambda? zip or jar.

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Honeycomb

JANUARY 10, 2020

We’re big fans of AWS Lambda at Honeycomb. As you may have read , we recently made some major improvements to our storage engine by leveraging Lambda to process more data in less time. For this project, that meant getting instrumentation out of Lambda and into Honeycomb. The lifecycle of a Lambda container is tricky.

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Perficient

FEBRUARY 20, 2023

In this article, we’re going to explore how to deploy an AWS serverless infrastructure capable of storing and releasing data through typical actions (transcription, call recording, sending SMS through messaging services, etc.) It’s actually pretty simple when we leverage the power of the AWS CDK , or Amazon Web Services Cloud Development Kit.

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Xebia

JANUARY 17, 2024

For this article I will be using the example of rotating the keys for an AWS IAM service account, and updating them in a GitLab. In our case it would be AWS. I am using this as an example as it is one I have worked with first hand. In our example we are using IAM user security credentials.

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Xebia

AUGUST 1, 2023

There are many solutions available, and in AWS one of them is using DynamoDB. In this blog I will show how to implement a cache using DynamoDB and a lambda written in TypeScript. The source code for the examples in this blog can be found in [link]. also defines an api gateway that will allow http access to the cache lambda.

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Blue Sentry

OCTOBER 4, 2023

AWS Event-Driven Architecture Overview Hi, I’m Todd Bernson – CTO at Blue Sentry Cloud and an AWS Ambassador with 12 AWS certifications. AWS provides serverless compute in the form of AWS Lambda. An example of an event-driven system is the game mousetrap. Apply should go really quickly.

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Xebia

JANUARY 3, 2023

At AWS re:Invent I attended SVS312 Building Serverlesspresso. In the past I used a similar technique that I talked about in an AWS Meetup. Because you do not need to invoke a Lambda function to handle the request. The response to the user is faster and you do not need to pay for the Lambda invocation.

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Trigent

JUNE 28, 2021

This blog explains the complete process of how to build a Telegram bot and monitor using AWS services. Here, the AWS Services used are AWS Cloudwatch, SNS, and Lambda. Instead, you will have to create a simple Lambda function which calls the Bot API and forwards the notifications to a Telegram chat. return output.

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Dzone - DevOps

JULY 25, 2023

Using AWS Lambda Go runtime , you can use Go to build AWS Lambda functions. A Serverless approach for this would be to implement each functionality/API as a separate Lambda function. For example, you could have a Lambda function to handle user registration, another to handle user login, and so on.

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Perficient

DECEMBER 13, 2023

Regulatory Compliance Obligations Healthcare must comply with various laws and regulations, for example, HIPPA, which makes it essential that the systems, vendors, and processes managing the sensitive data are also compliant. Organized Data Storage AWS S3 (Simple Storage Service) stores the structured, unstructured, or semi-structured data.

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Mike Roberts

NOVEMBER 9, 2017

Learning Lambda is an ongoing series of articles that give you a deep dive into programming on the AWS Lambda Platform. We start from first principles, and we explain what is going on in the Lambda environment as we proceed. 9 parts of Learning Lambda have currently been written. Command Line Tooling Part 6 ?—?Invocation?—?different

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Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. So far in this series we’ve only been talking about processing a small number of events with Lambda, one after the other. Finally I mention Lambda’s limited, but not trivial, vertical scaling capability.

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Palo Alto Networks

MARCH 10, 2021

Gain Complete Visibility and Eliminate Network Blind Spots in AWS Cloud. Amazon VPC Traffic Mirroring provides a non-intrusive way to enable network visibility into your AWS deployments without requiring significant design changes to virtual network architecture. Application Visibility and Threat Detection.

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Mike Roberts

NOVEMBER 14, 2017

Cold Starts This is Part 8 of Learning Lambda, a tutorial series about engineering using AWS Lambda. In this installment of Learning Lambda I discuss Cold Starts. In this installment of Learning Lambda I discuss Cold Starts. Way back in Part 3 I talked about the lifecycle of a Lambda function.

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Dzone - DevOps

MAY 1, 2023

For example, traditional data structures in relational databases started to move forward to a new approach that enables to storage and retrieval of key-value and document data structures using NoSQL databases.

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Mike Roberts

NOVEMBER 1, 2017

Error Handling This is Part 7 of Learning Lambda, a tutorial series about engineering using AWS Lambda. Welcome to Part 7 of Learning Lambda! Classes of error When using AWS Lambda there are several different classes of error that can occur.

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CircleCI

NOVEMBER 7, 2022

that simplifies the development and deployment of AWS Lambda functions. Because your application could depend on a number of other AWS services, it is difficult to replicate the cloud environment locally. Install AWS CLI. Create an AWS account. Set up AWS to use OpenID Connect Tokens. Lambda function.

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Stackery

FEBRUARY 24, 2020

This weekend I had the opportunity to participate in the AWS Hackathon in Portland. My AWS Hackathon Takeaways. AWS Lambda is the future. There may be organization-specific roadblocks to adopting AWS Lambda right now and therefore, it might not be the right fit for your team at this particular juncture.

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