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

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

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.

Software Review 123

Software Review Infrastructure Lambda Generative AI 123

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 84

AWS Machine Learning - AI

OCTOBER 15, 2024

Conducting assessments on application portfolios that need to be migrated to the cloud can be a lengthy endeavor. Scalability and reusability : Promote scalability and reusability across different AWS migration projects. Familiarity with basic cloud migration concepts, including application discovery and migration strategies.

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Lambda Knowledge Base AWS Generative AI 89

AWS Machine Learning - AI

OCTOBER 29, 2024

Amazon DynamoDB is a fully managed NoSQL database service that provides fast and predictable performance with seamless scalability. 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.

Generative AI 105

Generative AI Video Engineering Artificial Inteligence 105

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

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 123

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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Lambda Enterprise Automotive Knowledge Base 120

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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Prisma Clud

JUNE 6, 2024

The question then becomes, Are cloud serverless functions exposing your data? Evaluating Public Access Across Cloud Providers Many architectural design questions arise when it comes to the use of serverless functions in cloud environments. AWS Cheat Sheet: Is my Lambda exposed? which is followed by How can we assess them?

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Serverless Cloud Data Azure 59

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 106

AWS Machine Learning - AI

OCTOBER 21, 2024

We use AWS Amplify , Amazon Cognito , Amazon API Gateway , AWS Lambda , and Amazon Bedrock with the Amazon Titan Image Generator G1 model to build an application to edit images using prompts. The Lambda function process the request payload and forwards it to Amazon Bedrock. Amplify also integrates with many Git providers.

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Serverless Applications Lambda AWS 88

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

CIO

MAY 8, 2024

Serverless data integration solutions leverage cloud-based services, such as AWS Lambda, Google Cloud Functions, or Azure Functions, to execute data integration tasks on demand without needing dedicated servers or resource provisioning. However, it’s important to consider some potential drawbacks of serverless architecture.

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Innovation Artificial Inteligence Data Serverless 255

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

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. In this installment, I’ll be breaking down another common Cloud-native application architecture. AWS provides serverless compute in the form of AWS Lambda.

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AWS Machine Learning - AI

NOVEMBER 20, 2024

Amazon S3 invokes an AWS Lambda function to synchronize the data source with the knowledge base. The Lambda function starts data ingestion by calling the StartIngestionJob API function. A Lambda function retrieves the email content from Amazon S3. This bucket is designated as the knowledge base data source.

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Knowledge Base Artificial Inteligence Lambda AWS 71

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 73

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 133

Apiumhub

MARCH 12, 2024

In the past few years, cloud computing has become a common word. In fact, According to the Worldwide Semiannual Public Cloud Services Spending Guide, worldwide spending on public cloud services will grow at a 19.4% Cloud Computing Trends: What is Cloud Computing?

Trends 52

Trends Innovation Cloud Technical Review 52

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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Artificial Inteligence Analytics Artificial Intelligence Machine Learning 334

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.

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Generative AI AWS Lambda Technical Review 120

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

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

Cloudera

SEPTEMBER 30, 2022

Today, we’re excited to announce that DataFlow Functions (DFF), a feature within Cloudera DataFlow for the Public Cloud, is now generally available for AWS, Microsoft Azure, and Google Cloud Platform. DFF provides an efficient, cost optimized, scalable way to run NiFi flows in a completely serverless fashion. Cloud Runtime.

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Serverless Lambda Google Cloud Azure 79

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

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.

Serverless 72

Serverless Lambda Data AWS 72

AWS Machine Learning - AI

OCTOBER 23, 2024

The solution’s scalability quickly accommodates growing data volumes and user queries thanks to AWS serverless offerings. Prerequisites To implement this solution, you need the following: An AWS account with permissions to create resources in Amazon Bedrock, Amazon Lex, Amazon Connect, and AWS Lambda.

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Lambda Knowledge Base Generative AI AWS 91

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 123

AWS Machine Learning - AI

OCTOBER 14, 2024

Verified Permissions is a scalable permissions management and authorization service for custom applications built by you. For this example, we are providing hard-coded examples in the Lambda function and no DynamoDB was added to the example solution provided.

Generative AI 75

Generative AI Applications Lambda Policies 75

AWS Machine Learning - AI

SEPTEMBER 17, 2024

Event-driven compute with AWS Lambda is a good fit for compute-intensive, on-demand tasks such as document embedding and flexible large language model (LLM) orchestration, and Amazon API Gateway provides an API interface that allows for pluggable frontends and event-driven invocation of the LLMs.

Generative AI 85

Generative AI AWS Applications Serverless 85

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.

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Artificial Inteligence Lambda AWS Machine Learning 116

AWS Machine Learning - AI

SEPTEMBER 20, 2024

Infrastructure as code – You can use AWS CloudFormation or the AWS Cloud Development Kit (AWS CDK) to deploy and manage Amazon Bedrock agents. If required, the agent invokes one of two Lambda functions to perform a web search: SerpAPI for up-to-date events or Tavily AI for web research-heavy questions.

Generative AI 101

Generative AI Lambda Applications AWS 101

AWS Machine Learning - AI

AUGUST 21, 2024

However, when building a scalable review analysis solution, businesses can achieve the most value by automating the review analysis workflow. This bucket will have event notifications enabled to invoke an AWS Lambda function to process the objects created or updated. Review Lambda quotas and function timeout to create batches.

Technical Review 122

Technical Review Software Review Systems Review Generative AI 122

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 106

AWS Machine Learning - AI

FEBRUARY 9, 2024

The code for the solution and an AWS Cloud Development Kit (AWS CDK) template is available in the GitHub repository. AWS CDK is an open source software development framework to model and provision your cloud application resources using familiar programming languages. You can deploy the solution in your own account using the AWS CDK.

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Lambda Generative AI AWS Microservices 135