AWS Machine Learning - AI

OCTOBER 29, 2024

To address this consideration and enhance your use of batch inference, we’ve developed a scalable solution using AWS Lambda and Amazon DynamoDB. We walk you through our solution, detailing the core logic of the Lambda functions. Amazon S3 invokes the {stack_name}-create-batch-queue-{AWS-Region} Lambda function.

Scalability 120

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Xebia

OCTOBER 12, 2024

But there are some scenarios where your cloud bill can explode in your face! Looping When you look at this pattern, you might think, okay, we wait for 5 seconds and use lambda to query something. However, the lambda processing can fail for many reasons: It can reach AWS Service limits. It is a fantastic orchestration tool!

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Erik Bernhardsson

NOVEMBER 30, 2021

Here's a theory I have about cloud vendors (AWS, Azure, GCP): Cloud vendors 1 will increasingly focus on the lowest layers in the stack: basically leasing capacity in their data centers through an API. Redshift at the time was the first data warehouse running in the cloud. 5 And what does that mean for other cloud products?

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Cloud AWS Weak Development Team Serverless 351

DevOps.com

JUNE 29, 2020

Monitoring AWS Lambda can be a complex and potentially costly endeavor. Here’s what you need to know to stay on track and on budget Organizations are already experiencing a shift toward serverless cloud computing. The post How to Overcome Challenges With AWS Lambda Logging appeared first on DevOps.com.

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Erik Bernhardsson

OCTOBER 18, 2022

And today, the cloud is obviously here… I mean, despite what some people may think about cloud adoption 2. it's clear that building technology is vastly different today than it was a decade ago, and the cloud deserves a big part of the credits for it. I want to tell the cloud to connect service A and B!

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Xebia

FEBRUARY 19, 2024

In this blog post, we examine the relative costs of different language runtimes on AWS Lambda. Many languages can be used with AWS Lambda today, so we focus on four interesting ones. Rust just came to AWS Lambda in November 2023 , so probably a lot of folks are wondering whether to try it out.

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Lambda AWS Software Review Systems Review 130

Crunchbase News

MARCH 4, 2025

Lambda , $480M, artificial intelligence: Lambda, which offers cloud computing services and hardware for training artificial intelligence software, raised a $480 million Series D co-led by Andra Capital and SGW. Lambda is also a provider of the latest GPUs by Nvidia , which are highly sought after by AI developers.

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AWS Machine Learning - AI

NOVEMBER 7, 2024

The Lambda function runs the database query against the appropriate OpenSearch Service indexes, searching for exact matches or using fuzzy matching for partial information. The Lambda function processes the OpenSearch Service results and formats them for the Amazon Bedrock agent.

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Xebia

JANUARY 26, 2025

However, we always advise modernizing to reap all the benefits of the cloud. The CheckoutProcess name describes what it is, a role used by, for example, a lambda function that processes the checkout. This is needed because the components in the other stacks will need the endpoint to connect to it, creating a dependency.

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AWS Machine Learning - AI

OCTOBER 11, 2024

Modern organizations increasingly depend on robust cloud infrastructure to provide business continuity and operational efficiency. Operational health events – including operational issues, software lifecycle notifications, and more – serve as critical inputs to cloud operations management.

Cloud 94

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Xebia

DECEMBER 13, 2024

Relative Python imports can be tricky for lambda functions. But recently, I ran into the same issue with Dockerized lambda functions. py touch lib/functions/hello-world/requirements.txt touch lib/functions/hello-world/Dockerfile Now you will need to fill the Dockerfile, like this: FROM public.ecr.aws/lambda/python:3.12

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AWS Machine Learning - AI

FEBRUARY 11, 2025

Step Functions orchestrates AWS services like AWS Lambda and organization APIs like DataStore to ingest, process, and store data securely. The workflow includes the following steps: The Prepare Map Input Lambda function prepares the required input for the Map state. An EventBridge rule invokes the Rectify & Notify Lambda function.

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Xebia

JANUARY 17, 2024

Recently I have been working on a few projects that involved Lambda functions. Dir Structure For this solution to work the project directory should be structured in a way so that terraform can find the dependencies you are looking to install to your Lambda. This means all relevant files must be within this directory.

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Lambda AWS Resources Software Review 130

Aqua Security

DECEMBER 1, 2020

Amazon continues to build new capabilities into its serverless operational mode and has launched container image support in AWS Lambda. It enables packaging and deploying Lambda functions as container images.

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Lambda AWS Serverless Cloud 119

AWS Machine Learning - AI

OCTOBER 29, 2024

AWS Lambda is an event-driven compute service that lets you run code for virtually any type of application or backend service without provisioning or managing servers. You can invoke Lambda functions from over 200 AWS services and software-as-a-service (SaaS) applications.

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Xebia

JANUARY 15, 2024

In this blog post I will go over some reasons why you should be using design patterns in your Lambda functions Getting started To get started with AWS Lambda is quite easy, and this is also the reason why some crucial steps are skipped. Or use a compiled language like golang for your Lambda functions.

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Lambda AWS Software Review Serverless 130

Xebia

OCTOBER 23, 2024

It provides Infrastructure as Code (IaC) using AWS Cloud Development Kit (CDK), allowing you to deploy and manage the necessary infrastructure effortlessly. While the CDK stacks deploy infrastructure within the AWS Cloud, external components like the DNS provider (ClouDNS) require manual steps.

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AWS Machine Learning - AI

JANUARY 13, 2025

The collaboration between BQA and AWS was facilitated through the Cloud Innovation Center (CIC) program, a joint initiative by AWS, Tamkeen , and leading universities in Bahrain, including Bahrain Polytechnic and University of Bahrain. The text summarization Lambda function is invoked by this new queue containing the extracted text.

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Education Report Technical Review Generative AI 102

CIO

JANUARY 16, 2023

Choice Hotels International’s early and big bet on the cloud has allowed it to glean the many benefits of its digital transformation and devote more energies to a key corporate value — sustainability, its CIO maintains. It also helped reduce energy consumption and costs.

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AWS Machine Learning - AI

NOVEMBER 13, 2024

The solution also uses Amazon Cognito user pools and identity pools for managing authentication and authorization of users, Amazon API Gateway REST APIs, AWS Lambda functions, and an Amazon Simple Storage Service (Amazon S3) bucket. To launch the solution in a different Region, change the aws_region parameter accordingly.

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DevOps.com

DECEMBER 3, 2021

At the AWS re:Invent conference this week, Sumo Logic announced that in addition to collecting log data, metrics and traces, it now can collect telemetry data from the Lambda serverless computing service provided by Amazon Web Services (AWS). The post Sumo Logic Extends Observability Reach to AWS Lambda appeared first on DevOps.com.

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Lambda AWS Serverless Metrics 121

DevOps.com

MARCH 28, 2019

The post Comparing Nuclio and AWS Lambda appeared first on DevOps.com. This frees your engineers to focus on building what your customers want from you—the features that differentiate your business from your competitors’ For this philosophy to work, however, the platform needs to not only give you the […].

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AWS Machine Learning - AI

FEBRUARY 11, 2025

Additionally, we use various AWS services, including AWS Amplify for hosting the front end, AWS Lambda functions for handling request logic, Amazon Cognito for user authentication, and AWS Identity and Access Management (IAM) for controlling access to the agent. The function uses a geocoding service or database to perform this lookup.

Virtualization 78

Virtualization Lambda AWS Authentication 78

CloudZero

JULY 9, 2021

But AWS Lambda continues to stand out for several reasons. This AWS Lambda tutorial will help explain Lambda in simple terms so you can decide if the service is suitable for your computing needs. Amazon Web Services (AWS) offers over 200 services.

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Dzone - DevOps

OCTOBER 16, 2023

As you might already know, AWS Lambda is a popular and widely used serverless computing platform that allows developers to build and run their applications without having to manage the underlying infrastructure. But have you ever wondered how AWS Lambda Pricing works and how much it would cost to run your serverless application?

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Lambda Serverless AWS Applications 98

Dzone - DevOps

OCTOBER 4, 2023

Building Efficient Lambda Functions with Node.js: Unleashing the Power of Serverless Magic In the ever-evolving landscape of cloud computing, serverless architecture has emerged as a transformative paradigm, enabling developers to focus on code without the burden of managing infrastructure.

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DevOps.com

DECEMBER 9, 2020

The post Instana Announces Automatic Distributed Tracing Support for Java and Go on Lambda Serverless Infrastructure appeared first on DevOps.com.

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MagmaLabs

JANUARY 16, 2023

Reading Time: 2 minutes What is Cloud Development Kit (CDK). Install Cloud Development Kit (CDK). Now, let's run the cdk bootstrap command, and the output should be something like: Creating a New Ruby Lambda Function. CDK will look into lib/lambda/ruby_function folder and create a.zip file with the content. Prerequisites.

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Lambda AWS Construction .Net 98

Dzone - DevOps

AUGUST 15, 2023

When used to construct microservices, AWS Lambda provides a route to craft scalable and flexible cloud-based applications. AWS Lambda supports code execution without server provisioning or management, rendering it an appropriate choice for microservices architecture.

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Lambda Microservices AWS Construction 97

Dzone - DevOps

JUNE 21, 2024

Navigating toward a cloud-native architecture can be both exciting and challenging. In this article, I wanted to focus on an example where my project seemed like a perfect serverless use case, one where I’d leverage AWS Lambda. The expectation of learning valuable lessons should always be top of mind as design becomes a reality.

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Lambda Serverless AWS Architecture 98

CIO

NOVEMBER 2, 2023

Cloud costs remain a key concern for IT leaders, who find themselves nearing a crossroads where expenditures for core workloads will need containment to free up spend for innovation. 1 barrier to moving forward in the cloud. Cloud costs continue to be a top concern for CIOs,” says Dave McCarthy, analyst at IDC.

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Dzone - DevOps

MARCH 17, 2023

Fargate vs. Lambda has recently been a trending topic in the serverless space. Fargate and Lambda are two popular serverless computing options available within the AWS ecosystem. This blog aims to take a deeper look into the Fargate vs. This blog aims to take a deeper look into the Fargate vs. Lambda battle.

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Lambda Serverless AWS Microservices 98

Crunchbase News

FEBRUARY 15, 2024

Lambda hit unicorn status after a $320 million Series C at a $1.5 The company offers cloud computing services and hardware for training artificial intelligence software. Lambda’s round is not the only large round raised by a cloud computing service in the AI space. billion valuation.

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Xebia

OCTOBER 25, 2024

When you combine this with some cloud expertise, you can build some cool things! This allows you to use a Lambda function to use business logic to decide whether the call can be performed. The sugars will decrease, and the alcohol will increase over time. But when is this process done? The API needs to be as fast as possible!

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AWS Machine Learning - AI

MARCH 13, 2025

Implementing the agent broker pattern The following diagram demonstrates how Amazon EventBridge and Lambda act as a central message broker, with the Amazon Bedrock Converse API to let a model use a tool in a conversation to dynamically route messages to appropriate AI agents.

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Artificial Inteligence Lambda Generative AI Travel 88

AWS Machine Learning - AI

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. With AWS PrivateLink , you can create a private connection between your virtual private cloud (VPC) and Amazon Bedrock and SageMaker endpoints. Instead, use an IAM role, a Lambda authorizer , or an Amazon Cognito user pool.

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Generative AI AWS Artificial Inteligence Enterprise 109

Xebia

JANUARY 8, 2020

When using AWS Lambda functions you typically want to return a response to the client ASAP. Since standard AWS Lambda functions do not allow you to […]. The post How to reduce AWS Lambda latency using custom runtimes appeared first on Xebia Blog. write some metrics).

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Lambda AWS How To Metrics 20