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 129

Generative AI AWS Lambda Technical Review 129

AWS Machine Learning - AI

MARCH 7, 2024

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. Image processing workflow When the DynamoDB table is updated, DynamoDB Streams triggers a Lambda function to start a new Step Functions workflow.

AWS 141

AWS Lambda Generative AI Report 141

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.

Development 52

Development Software Review Technical Review Systems Review 52

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

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. This approach offers several benefits, including improved modularity, scalability, and flexibility, as well as easier management and maintenance.

Microservices 98

Microservices Architecture Lambda AWS 98

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:

Serverless 98

Serverless Analysis Lambda Technology 98

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. A Culture of Rapid Innovation with DevOps, Microservices, and Serverless. Scalable Serverless Architectures Using Event-Driven Design. Useful content delivered by serverless visionary, Chris Munns.

AWS 105

AWS Serverless Lambda Microservices 105

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.

Artificial Inteligence 130

Artificial Inteligence Meeting AWS Generative AI 130

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.

Serverless 94

Serverless Lambda Data AWS 94

Dzone - DevOps

JULY 29, 2024

This approach not only streamlines development but also ensures scalability and cost-efficiency. For this tutorial, we'll use AWS Lambda for the serverless backend and a basic HTML / CSS / JavaScript interface for the front end. Overview of the Project We'll be building a simple chatbot that interacts with users in real time.

Serverless 91

Serverless Architecture Lambda AWS 91

Xebia

JANUARY 19, 2023

Understand the cultural foundations of Agile, DevOps, and DataOps. Architect for scalability. First, scalable systems can scale up to handle significant quantities of data. The best data engineers view their responsibilities through business and technical lenses. DataOps aims to improve the release and quality of data products.

Data Engineering 130

Data Engineering Engineering Data Technical Review 130

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. Cloud Native Adoption Presents Security Challenges. Serverless Security .

DevOps 68

DevOps Cloud Serverless Software Review 68

CircleCI

JULY 22, 2022

Self-hosted runners allow you to host your own scalable execution environments in your private cloud or on-premises, giving you more flexibility to customize and control your CI/CD infrastructure. The Lambda function created in a subsequent step will update these values to match your scaling requirements. Leave everything as it is.

AWS 98

AWS Lambda Meeting Software Review 98

High Scalability

SEPTEMBER 7, 2018

@JoeEmison : Lies that developers tell (themselves): (1) This is the best stack/IaaS for us to use [reality: I know it and want to start now] (2) DevOps doesn’t matter until scaling [you’ll spend 30% of your time dealing with ops then] (3) We’ll just rebuild it if we get traction [hahahaha]. It was a quiet week this week.

Scalability 55

Scalability Internet Lambda Comparison 55

Prisma Clud

JUNE 20, 2023

This transformative era presents incredible opportunities for organizations to unlock their potential and reap the benefits of scalability, flexibility and enhanced security. Their expertise and diligence are indispensable alongside DevOps and security teams. New applications often use scalable and cost-effective serverless functions.

Cloud 105

Cloud Development Team Review Serverless Linux 105

Dzone - DevOps

JANUARY 16, 2024

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

Serverless 94

Serverless Architecture AWS Lambda 94

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

The Agile Monkey

JUNE 7, 2019

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. For example, AWS has services like Cognito , Polly , S3 , DynamoDB , Lambda , SNS , API Gateway , Rekognition , and many more that are widely used in serverless architectures.

Serverless 75

Serverless Lambda AWS Software Review 75

Cloudera

JULY 26, 2021

x, and NVIDIA GPU computing ), thus removing some of the scalability challenges of legacy platforms, also preventing large capital outlays for data center infrastructure. MLOps, DataOps and Streaming DevOps) will come together to build data products and a unified control plane / observability capabilities for unified management and controls.

Strategy 119

Strategy Development Data Analytics 119

Perficient

SEPTEMBER 4, 2024

DevOps practices, combined with the robust capabilities of Amazon Web Services (AWS), empower organizations to streamline their development and operational processes, ensuring faster time-to-market and improved reliability. What is AWS DevOps? I create repository name as “Devops-Repo” in AWS code-commit.

AWS 52

AWS DevOps Applications Software Review 52

AWS Machine Learning - AI

MARCH 5, 2025

At a high level, the AWS Step Functions pipeline accepts source data in Amazon Simple Storage Service (Amazon S3) , and orchestrates AWS Lambda functions for ingestion, chunking, and prompting on Amazon Bedrock to generate the fact-wise JSONLines ground truth.

Generative AI 74

Generative AI Systems Review Artificial Inteligence Software Review 74

Linux Academy

APRIL 19, 2019

AWS Certified DevOps Engineer – Professional Level (2018). The AWS Certified DevOps Engineer – Professional exam tests your technical expertise in provisioning, operating, and managing distributed application systems on the AWS platform. Automating AWS with Lambda, Python, and Boto3. Explore this course!

AWS 60

AWS Training Lambda Linux 60

Stackery

JUNE 27, 2019

To serve the needs of teams transitioning from interested in serverless to building professionally on serverless, we’re proud to announce that we’ve achieved the AWS DevOps Competency status. Stackery’s AWS DevOps Competency shows how well integrated our deployment and application management tools are with AWS’s products and services.

Serverless 40

Serverless AWS DevOps Tools 40

O'Reilly Media - Ideas

FEBRUARY 6, 2019

Beginner’s Guide to Writing AWS Lambda Functions in Python , March 1. Programming with Java Lambdas and Streams , March 5. Scalable Concurrency with the Java Executor Framework , March 12. Scalable Programming with Java 8 Parallel Streams , March 27. Creating Serverless APIs with AWS Lambda and API Gateway , March 5.

Artificial Inteligence 15

Artificial Inteligence Course Training Artificial Intelligence 15

Stacks on Stacks

NOVEMBER 1, 2018

I spent last week at DevOps Enterprise Summit in Las Vegas where I had the opportunity to talk with many people from the world’s largest companies about DevOps, serverless, and the ways they are delivering software faster with better stability. Only a serverless team can keep up with a serverless team.

Serverless 40

Serverless DevOps Microservices AWS 40

Xicom

MARCH 16, 2021

Taking AWS, as an example, you can create a serverless monolith by using a single AWS Lambda function for the back-end. Today, the serverless architecture facilitates teams to maximize agility, scalability, and efficiency for client-facing apps and crucial workloads. GIve Sufficient Time For Lambda and API Gateways Configuration.

Serverless 59

Serverless Lambda Development Microservices 59

Altexsoft

DECEMBER 28, 2018

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. But, generally the unambiguous benefits of serverless architecture are: Lower costs and scalability. AWS Lambda. Reduced expenses on human resources.

Serverless 68

Serverless Azure AWS Architecture 68

Dzone - DevOps

JULY 8, 2024

While the benefits are clear—scalability, cost efficiency, and performance—debugging serverless applications presents unique challenges. This post explores effective strategies for debugging serverless applications, particularly focusing on AWS Lambda.

Serverless 52

Serverless Lambda AWS Scalability 52

Mentormate

JANUARY 17, 2019

For the latter, I found it to be a good framework for thinking about “Enterprise Ready” topics such as scalability, security, and reliability. Infrastructure as Code” and DevOps will make most of our QA work much easier as we easily create and tear down production-representative environments whenever we need them. NET and SQL.

Cloud 67

Cloud AWS Lambda Conference 67

CloudGeometry

FEBRUARY 7, 2022

One customer might be using 100% of their tenant resources, while another customer’s tenant resources sit idle; hence, the model offers limited scalability and reduced agility. The tenants can then access compute resources (Lambda or Azure Functions, etc.) Amazon Cognito) can be used for access authorization.

Architecture 130

Architecture Policies Resources Construction 130

RapidValue

AUGUST 4, 2020

Managing the cost variables like Reserved Instances (RIs), upfront payment and storage types are critical for successful IT, DevOps, Security, and Finance teams. Design workloads for scalability and Cache storage strategically. Take advantage of Spot Instances as they can help you save more on your AWS spend or Azure spend.

Cloud 92

Cloud How To Azure AWS 92

Perficient

AUGUST 20, 2024

AWS Bedrock offers several key benefits: Scalability : AWS Bedrock models can scale to meet the demands of large and complex applications. Integration with AWS Services : Bedrock models seamlessly integrate with other AWS services, such as AWS Lambda, Amazon S3, and Amazon SageMaker.

AWS 52

AWS Artificial Inteligence Lambda Training 52

Perficient

DECEMBER 13, 2023

Scalability Demands As the volume of data grows, the systems have to handle & manage the data without compromising on performance. S3 provides availability, security, and scalability, all of which come at a significantly low cost. Scalability AWS provides EC2 instances that can be scaled up or down.

Healthcare 52

Healthcare AWS Data Lambda 52

Mobilunity

DECEMBER 5, 2024

The aim is to achieve a balance between cost effectiveness and performance, scalability, and compliance needs, allowing companies to facilitate expansion without sacrificing quality or security. 3 Increased scalability Managing spending not only cuts costs but also guarantees resources are ready for supporting expansion.

Cloud 52

Cloud Strategy Technical Review Database Administration 52

Hypergrid

FEBRUARY 5, 2019

But as your estate grows tags are fundamental to operational scalability and managing sprawl in your AWS account. The DevOps community has embraced tags as the way t. Managing Serverless Deployments: Developers building Lambda applications use tags as a way to group and track the frequency and cost of each function invocation.

AWS 53

AWS Lambda Backup Policies 53

Perficient

AUGUST 8, 2024

DLT on AWS is a powerful approach that combines scalability, flexibility, and cost-efficiency, making it an ideal choice for developers and businesses looking to ensure the performance and reliability of their applications under varying loads. Therefore, it seems like we need to create a zip file to run the tests.

AWS 52

AWS Performance Applications Analysis 52

Stacks on Stacks

NOVEMBER 13, 2018

If your devops team could ship more code and features with less people, would they want to? In November 2014 Amazon Web Services announced AWS Lambda. The purpose of Lambda was to simplify building on-demand applications that are responsive to events and data. Hopefully, the answer to both of these questions is ‘yes’.

Infrastructure 40

Infrastructure Lambda Serverless Software Engineering 40