AWS Machine Learning - AI

MARCH 4, 2025

Building cloud infrastructure based on proven best practices promotes security, reliability and cost efficiency. To achieve these goals, the AWS Well-Architected Framework provides comprehensive guidance for building and improving cloud architectures. This scalability allows for more frequent and comprehensive reviews.

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Generative AI Technical Review Software Review Systems Review 93

AWS Machine Learning - AI

MARCH 13, 2025

Conversely, asynchronous event-driven systems offer greater flexibility and scalability through their distributed nature. While this approach may introduce more complexity in tracking and debugging workflows, it excels in scenarios requiring high scalability, fault tolerance, and adaptive behavior.

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Artificial Inteligence Lambda Generative AI Travel 88

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.

Education 102

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

FEBRUARY 11, 2025

Although weather information is accessible through multiple channels, businesses that heavily rely on meteorological data require robust and scalable solutions to effectively manage and use these critical insights and reduce manual processes. Solution overview The diagram gives an overview and highlights the key components.

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Virtualization Lambda AWS Authentication 78

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

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

AWS Machine Learning - AI

MARCH 20, 2025

Lets look at an example solution for implementing a customer management agent: An agentic chat can be built with Amazon Bedrock chat applications, and integrated with functions that can be quickly built with other AWS services such as AWS Lambda and Amazon API Gateway. The agent has the capability to: Provide a brief customer overview.

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Generative AI Systems Review System Lambda 89

AWS Machine Learning - AI

FEBRUARY 25, 2025

Although we focus on Terraform Cloud workspaces in this example, the same principles apply to GitLab CI/CD pipelines or other continuous integration and delivery (CI/CD) approaches executing IaC code. This contextual information is then sent back to the first Lambda function.

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Lambda Generative AI AWS Software Review 62

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. AWS Lambda pricing is based on what you use.

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Lambda AWS Serverless Microservices 82

Kaseya

MAY 13, 2021

Fueled by the shift to remote and hybrid work environments and the need to digitally transform business during the global pandemic, the adoption of cloud computing has reached an all-time high. Needless to say, cloud services are in high demand today. But, what exactly is a cloud service provider? What Is a Public Cloud?

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Google Cloud Azure AWS Cloud 122

AWS Machine Learning - AI

NOVEMBER 14, 2024

This innovative service goes beyond traditional trip planning methods, offering real-time interaction through a chat-based interface and maintaining scalability, reliability, and data security through AWS native services. YC specialises in the Application Security domain in Cloud Security, ensuring robust and secure cloud implementations.

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Artificial Inteligence Generative AI Travel AWS 107

AWS Machine Learning - AI

OCTOBER 29, 2024

Security – The solution uses AWS services and adheres to AWS Cloud Security best practices so your data remains within your AWS account. Although the implementation is straightforward, following best practices is crucial for the scalability, security, and maintainability of your observability infrastructure.

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Generative AI Applications AWS Knowledge Base 108

AWS Machine Learning - AI

JULY 11, 2024

In the diverse toolkit available for deploying cloud infrastructure, Agents for Amazon Bedrock offers a practical and innovative option for teams looking to enhance their infrastructure as code (IaC) processes. This gives your agent access to required services, such as Lambda. Create a service role for Agents for Amazon Bedrock.

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Software Review Infrastructure Lambda Generative AI 133

AWS Machine Learning - AI

NOVEMBER 22, 2024

Cloud providers have recognized the need to offer model inference through an API call, significantly streamlining the implementation of AI within applications. Furthermore, our solutions are designed to be scalable, ensuring that they can grow alongside your business. Software updates and upgrades are a critical part of our service.

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Generative AI AWS Technical Review Backup 88

Xebia

MAY 21, 2024

Cloud modernization has become a prominent topic for organizations, and AWS plays a crucial role in helping them modernize their IT infrastructure, applications, and services. AWS has significantly evolved over the years, continuously releasing new services and capabilities that allow its customers to do more and more on the cloud.

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AWS Strategy Serverless Microservices 130

Perficient

MARCH 27, 2025

Pulumi is a modern Infrastructure as Code (IaC) tool that allows you to define, deploy, and manage cloud infrastructure using general-purpose programming languages. Multi-Cloud and Multi-Language Support Deploy across AWS, Azure, and Google Cloud with Python, TypeScript, Go, or.NET. Components in the architecture.

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AWS Machine Learning - AI

MARCH 13, 2025

The Lambda function spins up an Amazon Bedrock batch processing endpoint and passes the S3 file location. The second Lambda function performs the following tasks: It monitors the batch processing job on Amazon Bedrock. Amazon Bedrock batch processes this single JSONL file, where each row contains input parameters and prompts.

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Artificial Inteligence Systems Review System Generative AI 98

AWS Machine Learning - AI

MAY 30, 2024

In this post, we describe how CBRE partnered with AWS Prototyping to develop a custom query environment allowing natural language query (NLQ) prompts by using Amazon Bedrock, AWS Lambda , Amazon Relational Database Service (Amazon RDS), and Amazon OpenSearch Service. A Lambda function with business logic invokes the primary Lambda function.

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AWS Lambda Performance Artificial Inteligence 125

Dzone - DevOps

APRIL 24, 2023

Cloud computing has revolutionized the software industry in the last 10 years. Today, most organizations prefer to host applications and services on the cloud due to ease of deployment, high security, scalability, and cheap maintenance costs over on-premise infrastructure.

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AWS Lambda Software Review Artificial Inteligence 98

LaunchDarkly

JUNE 5, 2019

Early in 2016, TrueCar decided to move internet operations off premises from its data centers to the AWS cloud. It became clear that a move to the cloud would help speed up delivery and improve quality by creating more flexibility and allowing TrueCar to start over in many ways. Lambda@Edge NodeJS goodness.

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Lambda AWS Software Engineering Engineering 72

High Scalability

FEBRUARY 22, 2019

Know anyone who needs cloud? I wrote Explain the Cloud Like I'm 10 just for them. PaulDJohnston : Lambda done badly is still better than Kubernetes done well. It's HighScalability time: Isn't inetd a better comp? Do you like this sort of Stuff? I'd greatly appreciate your support on Patreon. It has 39 mostly 5 star reviews.

Scalability 15

Scalability Internet Software Review Lambda 15

Lacework

JULY 7, 2022

Building in the cloud isn’t just about making something work. This framework illustrates the principles required to build resilient solutions in the AWS Cloud. In the AWS Cloud, this typically happens through Amazon EventBridge triggering an AWS Lambda function in response to an incoming event. Reliability.

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Cloud AWS Lambda eBook 119

The Agile Monkey

DECEMBER 22, 2022

However, these tools may not be suitable for more complex data or situations requiring scalability and robust business logic. In short, Booster is a Low-Code TypeScript framework that allows you to quickly and easily create a backend application in the cloud that is highly efficient, scalable, and reliable. WTF is Booster?

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Scalability AWS Authentication Open Source 98

Honeycomb

DECEMBER 12, 2019

Enter AWS Lambda. Amazon’s marketing of Lambda focuses on its use cases for data pipelines and as the basis of serverless API backends, but doesn’t dwell on what the service actually is: CPUs on demand, sold in 100ms increments. We use Lambda to accelerate the “secondary” part of secondary storage queries.

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Lambda Storage Serverless Performance 86

AWS Machine Learning - AI

MARCH 15, 2024

In this post, we show you how to build a speech-capable order processing agent using Amazon Lex, Amazon Bedrock, and AWS Lambda. A Lambda function pulls the appropriate prompt template from the Lambda layer and formats model prompts by adding the customer input in the associated prompt template. awscli>=1.29.57

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Generative AI Lambda AWS Artificial Inteligence 137

Linux Academy

JANUARY 22, 2020

If you’re studying for the AWS Cloud Practitioner exam, there are a few Amazon S3 (Simple Storage Service) facts that you should know and understand. Amazon S3 is an object storage service that is built to be scalable, high available, secure, and performant. First things first: What is Amazon S3? Good luck, and go get certified!

Cloud 28

Cloud Storage AWS Backup 28

RapidValue

JANUARY 5, 2020

The Amazon Web Services have remained as the undisputed king of the cloud for some time now. 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.

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Lambda Serverless AWS Architecture 61

AWS Machine Learning - AI

FEBRUARY 6, 2024

The WebSocket triggers an AWS Lambda function, which creates a record in Amazon DynamoDB. Another Lambda function gets triggered with a new message in the SQS queue. The Lambda function reads the job ID and invokes an AWS Step Functions workflow for processing data files. The response data is stored in DynamoDB.

Generative AI 125

Generative AI AWS Lambda Technical Review 125

Gorilla Logic

SEPTEMBER 16, 2021

In this article, we are going to compare the leading cloud providers of serverless computing frameworks so that you have enough intel to make a sound decision when choosing one over the others. The three cloud providers we will be comparing are: AWS Lambda. Google Cloud. Scalability, Limits, and Restrictions.

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AWS Machine Learning - AI

APRIL 24, 2024

They provide a strategic advantage for developers and organizations by simplifying infrastructure management, enhancing scalability, improving security, and reducing undifferentiated heavy lifting. For direct device actions like start, stop, or reboot, we use the action-on-device action group, which invokes a Lambda function.

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Artificial Inteligence Lambda Knowledge Base IoT 132

Tenable

FEBRUARY 13, 2024

Cybersecurity teams often struggle with securing cloud-native applications, which are becoming increasingly popular with developers. Cloud-native architecture has opened up new avenues for developers, bringing individual components out of monolithic server configurations and making them readily available as consumable services.

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Serverless Architecture Applications Cloud 107

CIO

OCTOBER 18, 2023

In September 2021, Fresenius set out to use machine learning and cloud computing to develop a model that could predict IDH 15 to 75 minutes in advance, enabling personalized care of patients with proactive intervention at the point of care. Each of those were associated with blockers, real and perceived. “It

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AWS Machine Learning - AI

MARCH 7, 2025

This action invokes an AWS Lambda function to retrieve the document embeddings from the OpenSearch Service database and present them to Anthropics Claude 3 Sonnet FM, which is accessed through Amazon Bedrock. In the future, Verisk intends to use the Amazon Titan Embeddings V2 model. Connect with him on LinkedIn. Tarik Makota is a Sr.

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Generative AI Technical Review Insurance Policies 74

Prisma Clud

JUNE 20, 2023

Over the last 5 years, our team at Prisma Cloud has witnessed an extraordinary surge in the adoption of cloud-native technologies. One trend that stands out is the ongoing migration to the public cloud. That number speaks for itself, showcasing the increasing reliance on the public cloud as the infrastructure of choice.

Cloud 105

Cloud Development Team Review Serverless Linux 105

AWS Machine Learning - AI

APRIL 11, 2024

An Amazon S3 object notification event invokes the embedding AWS Lambda function. The Lambda function reads the document image and translates the image into embeddings by calling Amazon Bedrock and using the Amazon Titan Multimodal Embeddings model. The classification Lambda function receives the Amazon S3 object notification.

Artificial Inteligence 126

Artificial Inteligence Lambda AWS Machine Learning 126

Dzone - DevOps

MAY 1, 2023

With the growth of the application modernization demands, monolithic applications were refactored to cloud-native microservices and serverless functions with lighter, faster, and smaller application portfolios for the past years.

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