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.

Generative AI 94

Generative AI Systems Review System Lambda 94

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.

Software Review 121

Software Review Infrastructure Lambda Generative AI 121

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.

Virtualization 76

Virtualization Lambda AWS Authentication 76

AWS Machine Learning - AI

MARCH 4, 2025

Building cloud infrastructure based on proven best practices promotes security, reliability and cost efficiency. We demonstrate how to harness the power of LLMs to build an intelligent, scalable system that analyzes architecture documents and generates insightful recommendations based on AWS Well-Architected best practices.

Generative AI 92

Generative AI Technical Review Software Review Systems Review 92

AWS Machine Learning - AI

FEBRUARY 25, 2025

Troubleshooting infrastructure as code (IaC) errors often consumes valuable time and resources. This setup makes sure that AWS infrastructure deployments using IaC align with organizational security and compliance measures. This contextual information is then sent back to the first Lambda function.

Lambda 61

Lambda Generative AI AWS Software Review 61

AWS Machine Learning - AI

JANUARY 13, 2025

Amazon SQS serves as a buffer, enabling the different components to send and receive messages in a reliable manner without being directly coupled, enhancing scalability and fault tolerance of the system. The text summarization Lambda function is invoked by this new queue containing the extracted text.

Education 88

Education Report Technical Review Generative AI 88

AWS Machine Learning - AI

NOVEMBER 21, 2024

We guide you through deploying the necessary infrastructure using AWS CloudFormation , creating an internal labeling workforce, and setting up your first labeling job. Pre-annotation and post-annotation AWS Lambda functions are optional components that can enhance the workflow. We demonstrate how to use Wavesurfer.js

Video 80

Video Lambda AWS Generative AI 80

AWS Machine Learning - AI

OCTOBER 29, 2024

Flexible logging –You can use this solution to store logs either locally or in Amazon Simple Storage Service (Amazon S3) using Amazon Data Firehose, enabling integration with existing monitoring infrastructure. Cost optimization – This solution uses serverless technologies, making it cost-effective for the observability infrastructure.

Generative AI 96

Generative AI Applications AWS Knowledge Base 96

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. It’s serverless so you don’t have to manage the infrastructure. Alternatively, you can use AWS Lambda and implement your own logic, or use open source tools such as fmeval.

Generative AI 99

Generative AI AWS Enterprise Artificial Inteligence 99

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.

Lambda 82

Lambda AWS Serverless Microservices 82

AWS Machine Learning - AI

NOVEMBER 22, 2024

Since Amazon Bedrock is serverless, you don’t have to manage any infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with.

Generative AI 74

Generative AI AWS Technical Review Backup 74

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. Xebia has vast experience supporting customers in assessing their existing infrastructure and aligning on the best approach for their modernization journey.

AWS 130

AWS Strategy Serverless Microservices 130

Erik Bernhardsson

OCTOBER 18, 2022

about what I want from software infrastructure, but the ideas morphed in my head into something sort of wider. Infinite scalability. Less time spent on infrastructure. I'm excited for a world where a normal software developer doesn't need to know about CIDR blocks to connect a Lambda with an RDS instance. The genesis.

Cloud 273

Cloud Lambda Software Engineering AWS 273

LaunchDarkly

JUNE 5, 2019

Some operational and logistical challenges were presented when TrueCar decided to move its internet infrastructure into the AWS cloud. Pure infrastructure changes, like CloudFront and DNS, were usually opaque to business owners and software engineers. Lambda@Edge NodeJS goodness.

Lambda 72

Lambda AWS Software Engineering Engineering 72

Dzone - DevOps

APRIL 24, 2023

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. Cloud computing has revolutionized the software industry in the last 10 years.

AWS 98

AWS Lambda Software Review Machine Learning 98

CIO

JANUARY 16, 2023

“I’m not in the business of managing infrastructure,” says Kirkland, whose previous stints at GoDaddy and Intel helped build the technology acumen he parlays in a new type of industry he joined in 2015. “I With Amazon taking care of infrastructure, patching, and security, Choice’s 650-member Scottsdale, Ariz. “We

Hotels 217

Hotels Sustainability Cloud Data Center 217

AWS Machine Learning - AI

MAY 30, 2024

Because Amazon Bedrock is serverless, you don’t have to manage infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. The Lambda wrapper function searches for similar questions in OpenSearch Service.

AWS 117

AWS Lambda Performance Artificial Inteligence 117

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? Read on to know. zip or jar.

Lambda 61

Lambda Serverless AWS Architecture 61

Perficient

APRIL 4, 2025

Step 4: Deploy Infrastructure # pulumi up Pulumi up deploys or updates infrastructure by applying changes from your Pulumi code. After removed Stack AWS Console Page after deleting VPC Conclusion Pulumi offers a powerful, flexible, and developer-friendly approach to managing AWS infrastructure.

AWS 52

AWS Google Cloud Azure Policies 52

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?

Scalability 98

Scalability AWS Authentication Open Source 98

AWS Machine Learning - AI

DECEMBER 4, 2024

Building generative AI applications presents significant challenges for organizations: they require specialized ML expertise, complex infrastructure management, and careful orchestration of multiple services. This will provision the backend infrastructure and services that the sales analytics application will rely on.

Generative AI 94

Generative AI Applications Technical Review Software Review 94

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.

Artificial Inteligence 120

Artificial Inteligence Lambda Knowledge Base IoT 120

CIO

MAY 8, 2024

Serverless data integration platforms eliminate the need for traditional server infrastructure, allowing organisations to focus on the core functionality of their data integration processes rather than managing the underlying hardware and software. billion by 2025.

Innovation 153

Innovation Artificial Inteligence Data Serverless 153

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. Architecture The following figure shows the architecture of the solution.

Artificial Inteligence 97

Artificial Inteligence Generative AI Travel AWS 97

AWS Machine Learning - AI

JULY 3, 2024

With Amazon Bedrock, you can get started quickly, privately customize FMs with your own data, and easily integrate and deploy them into your applications using AWS tools without having to manage any infrastructure. Both Amazon Bedrock and Step Functions are serverless, so you don’t need to think about managing and scaling the infrastructure.

AWS 126

AWS Artificial Inteligence Generative AI Lambda 126

CIO

OCTOBER 18, 2023

To do so, the team had to overcome three major challenges: scalability, quality and proactive monitoring, and accuracy. The project, dubbed Real-Time Prediction of Intradialytic Hypotension Using Machine Learning and Cloud Computing Infrastructure, has earned Fresenius Medical Care a 2023 CIO 100 Award in IT Excellence.

Artificial Inteligence 200

Artificial Inteligence Analytics Machine Learning Artificial Intelligence 200

Dzone - DevOps

JANUARY 16, 2024

Serverless architecture is a way of building and running applications without the need to manage infrastructure. AWS offers various serverless services, with AWS Lambda being one of the most prominent. Scalability: Serverless services automatically scale with the application's needs.

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Serverless Architecture AWS Lambda 94

Kaseya

MAY 13, 2021

As the name suggests, a cloud service provider is essentially a third-party company that offers a cloud-based platform for application, infrastructure or storage services. In a public cloud, all of the hardware, software, networking and storage infrastructure is owned and managed by the cloud service provider. What Is a Public Cloud?

Google Cloud 122

Google Cloud Azure AWS Cloud 122

AWS Machine Learning - AI

FEBRUARY 9, 2024

Because Amazon Bedrock is serverless, you don’t have to manage any infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. Amazon Bedrock provides a VPC endpoint powered by AWS PrivateLink. model_id – The ID of the model to be invoked.

Lambda 136

Lambda Generative AI AWS Microservices 136

High Scalability

MARCH 8, 2019

All of the heavy-lifting infrastructure was already in place for it. We didn't have to build any of that heavy infrastructure. They'll learn a lot and love you even more. Today we have 600,000-plus people, millions and millions of customers, a very large company. How did that happen in such a short period of time? So many more quotes.

Scalability 58

Scalability Internet Telecommunications Lambda 58

Stackery

MAY 14, 2020

Shah of AWS gives a tour of the features and how it enables you to run arbitrary Python or Spark in a scalable environment. Scalable Serverless Architectures Using Event-Driven Design. Serverless architecture frees you to focus on solving business problems without the burden of managing infrastructure on AWS.

AWS 105

AWS Serverless Lambda Microservices 105

Stackery

AUGUST 11, 2020

Our secure delivery platform is used to ship Lambda functions, HTTP Gateways, Aurora database clusters, and many more services which you can view usage of in Anna’s blog on the topic. This could come from client JavaScript or from server-side infrastructure like Lambda-driven forms or video streaming services.

Serverless 95

Serverless Lambda AWS Architecture 95

Cloudera

SEPTEMBER 30, 2022

DFF provides an efficient, cost optimized, scalable way to run NiFi flows in a completely serverless fashion. Now, they can use DataFlow’s no-code UI to be more productive – they can quickly design new NiFi flows and then run them as functions in AWS Lambda, Azure Functions, and Google Cloud Functions. DataFlow Deployments.

Serverless 80

Serverless Lambda Google Cloud Azure 80

High Scalability

APRIL 19, 2019

matthew_d_green : I spent the year before Heartbleed visiting important people in DC trying to convince them OpenSSL was a mess, and they should fund it as “critical infrastructure” They laughed and told me that term referred to dams and power plants. They'll learn a lot and hold you in awe. Tim Cook : No. So many more quotes.

Scalability 11

Scalability Internet Lambda Survey 11

Mentormate

JANUARY 7, 2021

We empower ourselves to monitor and test these new service releases and seek ways to help our clients become more successful through improved security, scalability, resiliency, and cost-optimization. 1ms Billing Granularity Adds Cost Savings to AWS Lambda. Container Image Support in AWS Lambda.

AWS 98

AWS Lambda Software Review Serverless 98

TechCrunch

MARCH 30, 2022

What it says it does: Tuva cleans messy healthcare data to help the healthcare industry build scalable data products. GrowthBook says it solves this by using a company’s existing data infrastructure and business metrics. Here are all of the open source related companies presenting at Demo Day in the Winter 2022 cohort. Tuva Health.

Open Source 195

Open Source Company Fractional CTO Artificial Inteligence 195

AWS Machine Learning - AI

MARCH 20, 2025

The Asure team was manually analyzing thousands of call transcripts to uncover themes and trends, a process that lacked scalability. The robust AWS infrastructure and advanced AI capabilities provide the perfect foundation for us to innovate and push the boundaries of whats possible.

Generative AI 69

Generative AI Artificial Inteligence Metrics AWS 69