AWS Machine Learning - AI

APRIL 23, 2025

Designed with a serverless, cost-optimized architecture, the platform provisions SageMaker endpoints dynamically, providing efficient resource utilization while maintaining scalability. The following diagram illustrates the solution architecture. Click here to open the AWS console and follow along.

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AWS Machine Learning - AI

JULY 11, 2024

This solution shows how Amazon Bedrock agents can be configured to accept cloud architecture diagrams, automatically analyze them, and generate Terraform or AWS CloudFormation templates. Solution overview Before we explore the deployment process, let’s walk through the key steps of the architecture as illustrated in Figure 1.

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TechCrunch

MAY 3, 2022

Edge Delta aims its tools at DevOps, site-reliability engineers and security teams — groups that focus on analyzing logs, metrics, events, traces and other large data troves, often in real time, to do their work. Edge Delta elegantly streamlines companies’ abilities to wield their growing avalanche of data in any form.

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Data Artificial Inteligence Lambda Analytics 192

Dzone - DevOps

JUNE 21, 2023

Microservices architecture is becoming increasingly popular as it enables organizations to build complex, scalable applications by breaking them down into smaller, independent services. The secondary container or process is referred to as the sidecar container or sidecar process.

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Microservices Architecture Lambda AWS 98

Mobilunity

APRIL 22, 2025

DevOps has long been the gold standard for agile, collaborative IT workflows that drive innovation. Can automation fully replicate the strategic insights of traditional DevOps? What Is DevOps DevOps integrates Development and Operations teams to streamline the software development lifecycle. Complex Implementation.

DevOps 40

DevOps Software Review Development Team Review Technical Review 40

Dzone - DevOps

APRIL 21, 2021

With the increasing popularity and adoption of services like AWS Lambda and Fargate, serverless technologies are gaining more attention in every company's technology stack. Serverless adoption has become a boon and desirable option to meet DevOps firms' unique needs. How Did We Get Here to Serverless?

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LaunchDarkly

JUNE 5, 2019

Not only did TrueCar need to move their domain DNS entries, they also needed to revamp their entire architecture, software, and operational practices. To complicate issues, the legacy codebase and architecture had to remain in place while TrueCar built out a new platform for the transition.

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Lambda AWS Software Engineering Engineering 72

Dzone - DevOps

JULY 29, 2024

In this article, we'll walk through the process of creating and deploying a real-time AI-powered chatbot using serverless architecture. For this tutorial, we'll use AWS Lambda for the serverless backend and a basic HTML / CSS / JavaScript interface for the front end.

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Serverless Architecture Lambda AWS 91

AWS Machine Learning - AI

FEBRUARY 25, 2025

Solution overview Before we dive into the deployment process, lets walk through the key steps of the architecture as illustrated in the following figure. This function invokes another Lambda function (see the following Lambda function code ) which retrieves the latest error message from the specified Terraform Cloud workspace.

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AWS Machine Learning - AI

FEBRUARY 6, 2024

The following diagram illustrates the solution architecture. Amazon SQS enables a fault-tolerant decoupled architecture. 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.

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Generative AI AWS Lambda Technical Review 127

AWS Machine Learning - AI

MARCH 27, 2024

Although much of the focus around analysis of DevOps is on distributed and cloud technologies, the mainframe still maintains a unique and powerful position, and it can use the DORA 4 metrics to further its reputation as the engine of commerce. Using a Git-based SCM pulls these insight together seamlessly. The email is sent to subscribers.

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DevOps Enterprise Artificial Inteligence Generative AI 114

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. Importance of Resiliency in Serverless Architecture As heavenly as serverless sounds, it isn't immune to failures.

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AWS Machine Learning - AI

MARCH 7, 2024

The following diagram provides a simplified view of the solution architecture and highlights the key elements. The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow. The Step Functions workflow invokes a Lambda function to generate a status report. height – The height of the image in pixels.

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AWS Lambda Generative AI Report 139

Xebia

MAY 21, 2024

This involves updating existing systems to take advantage of modern cloud-native architectures, technologies, and best practices, which always follow the six Pillars of AWS Well Architecture Framework: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability.

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AWS Strategy Serverless Microservices 130

AWS Machine Learning - AI

AUGUST 26, 2024

In this post, we dive into the architecture and implementation details of GenASL, which uses AWS generative AI capabilities to create human-like ASL avatar videos. The following diagram shows a high-level overview of the architecture.

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Stackery

APRIL 27, 2020

Today we’re proud to share that Stackery has achieved the AWS Lambda Ready designation for continuous integration and delivery! This differentiates Stackery’s secure serverless delivery platform as fully integrated with AWS Lambda. More on Lambda Ready. More on Lambda Ready.

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Lambda AWS Serverless Continuous Integration 52

Stackery

MAY 14, 2020

A Culture of Rapid Innovation with DevOps, Microservices, and Serverless. 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. Useful content delivered by serverless visionary, Chris Munns.

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Perficient

MARCH 27, 2025

The goal is to deploy a highly available, scalable, and secure architecture with: Compute: EC2 instances with Auto Scaling and an Elastic Load Balancer. Architecture Architecture Overview Pulumi is an Infrastructure as Code (IaC) tool that allows you to define cloud infrastructure using programming languages like Python, TypeScript, and Go.

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Altexsoft

DECEMBER 28, 2018

According to the RightScale 2018 State of the Cloud report, serverless architecture penetration rate increased to 75 percent. Aware of what serverless means, you probably know that the market of cloudless architecture providers is no longer limited to major vendors such as AWS Lambda or Azure Functions.

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Xebia

JANUARY 19, 2023

The data engineer is also expected to create agile data architectures that evolve as new trends emerge. Building architectures that optimize performance and cost at a high level is no longer enough. Understand the cultural foundations of Agile, DevOps, and DataOps.

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Data Engineering Engineering Data Technical Review 130

Dzone - DevOps

OCTOBER 21, 2024

I will be using AWS lambda to run sentiment analysis using the NLTK -vader library and AWS API Gateway to enable this functionality as an API. This architecture eliminates the need for any server management while providing on-demand scalability and cost-efficiency. Before we dive in, ensure that you have the following:

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Serverless Analysis Lambda Technology 98

Lacework

MARCH 31, 2022

To begin, let’s create a Lambda function to fetch a URL feed of malicious domains. This data can be easily parsed and created into a Lambda function. The way the lambda function below is currently architected will simply overwrite the file within the s3 bucket every time the lambda function is invoked. join(data)).

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AWS Machine Learning - AI

MAY 7, 2024

Every time a new recording is uploaded to this folder, an AWS Lambda Transcribe function is invoked and initiates an Amazon Transcribe job that converts the meeting recording into text. This S3 event triggers the Notification Lambda function, which pushes the summary to an Amazon Simple Notification Service (Amazon SNS) topic.

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Artificial Inteligence Meeting AWS Generative AI 129

CIO

FEBRUARY 3, 2023

Top RPA tools RPA tools have grown to be parts of larger ecosystems that map out and manage the enterprise computing architecture. Lambda functions act like logical glue for connecting services and automating work flowing through their networks. AI routines can also help look for patterns that may speed up the bots in the future.

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Tools Open Source Lambda Weak Development Team 218

Dzone - DevOps

MAY 1, 2023

This was not only about rewriting applications, but the backend data stores were also redesigned in terms of dynamic scalability , high performance, and flexibility for event-driven architecture.

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Palo Alto Networks

MARCH 25, 2020

This release offers DevOps and SecOps teams added visibility and security with advanced “shift left” capabilities and central CI/CD policy management, along with several other host security features and architecture improvements. Additional plugins, including GitLab and BitBucket, will become available soon. . Serverless Security .

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DevOps Cloud Serverless Software Review 69

O'Reilly Media - Ideas

MAY 19, 2020

Interestingly, multi-cloud, or the use of multiple cloud computing and storage services in a single homogeneous network architecture, had the fewest users (24% of the respondents). First, our survey didn’t ask respondents if they (or their organizations) have adopted microservices architecture.

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Cloud Microservices Serverless Survey 144

O'Reilly Media - Ideas

DECEMBER 5, 2018

Programming with Java Lambdas and Streams , January 22. Developing Incremental Architecture , February 11-12. Creating Serverless APIs with AWS Lambda and API Gateway , January 8. Microservices Architecture and Design , January 16-17. API Driven Architecture with Swagger and API Blueprint , January 25.

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RapidValue

OCTOBER 12, 2020

In an effort to avoid the pitfalls that come with monolithic applications, Microservices aim to break your architecture into loosely-coupled components (or, services) that are easier to update independently, improve, scale and manage. Key Features of Microservices Architecture. Microservices Architecture on AWS.

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Microservices AWS Architecture Applications 53

Perficient

FEBRUARY 17, 2025

React : A JavaScript library developed by Facebook for building fast and scalable user interfaces using a component-based architecture. Technologies : Node.js : A JavaScript runtime that allows developers to build fast, scalable server-side applications using a non-blocking, event-driven architecture. Andrew Ng’s ML course.

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Development Software Review Technical Review Systems Review 52

Dzone - DevOps

SEPTEMBER 28, 2023

With the advent of serverless architectures and container services, the technology landscape has transformed dramatically. Two such services that have gained significant popularity are AWS Lambda and Fargate. AWS (Amazon Web Services) has been a major player in this transformation with their extensive suite of cloud services.

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Lambda AWS Cloud Serverless 52

The Agile Monkey

JUNE 7, 2019

As a result, we only have to think about our code, architecture and which services to use. As you might expect in this kind of architecture, we delegated all the heavy logic to the backend , which were basically endpoints pointing to AWS Lambda functions. In our case, we used AWS DynamoDB, Cognito, API Gateway, SNS and Lambdas.

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Serverless Lambda AWS Software Review 75

Dzone - DevOps

OCTOBER 6, 2023

Cloud-native application development in AWS often requires complex, layered architecture with synchronous and asynchronous interactions between multiple components, e.g., API Gateway, Microservices, Serverless Functions, and system of record integration.

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AWS Performance Applications Cloud 92

Dzone - DevOps

FEBRUARY 10, 2023

Initial Architecture The team built a REST-based service by using API Gateway, AWS Lambda, and Amazon ElastiCache for Redis. Keep in mind that the cases described in this article are very context-specific and might not reflect your use case, so my advice is to always do your own tests.

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Lambda AWS Storage Architecture 97

Dzone - DevOps

DECEMBER 18, 2023

The most popular use case in current IT architecture is moving from Serverfull to Serverless design. Usually, the applications built on Kumologica are focussed on serverless computing like AWS Lambda, Azure function, or Google function but here we will be building the service very similar to a NodeJS express app running inside a container.

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CircleCI

JULY 22, 2022

Compute consistency: It is a best practice to keep the underlying compute for self-hosted runners consistent within resource classes — each machine should be identically configured with the same architecture and environment. The Lambda function created in a subsequent step will update these values to match your scaling requirements.

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AWS Lambda Meeting Software Review 98

CircleCI

SEPTEMBER 3, 2020

Note from the publisher : This content was updated by Senior Devops Customer Engineer Ben Van Houten on 9/3/2020. An SNS Topic to trigger the Lambda Function to implement the Lifecycle hook action. A Lambda will execute “nomad node drain -enable” command through AWS SSM on the designated node. In our case, we just added a Node.js

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