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.

Generative AI 99

Generative AI AWS Lambda Technical Review 99

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. Lambda@Edge NodeJS goodness.

Lambda 72

Lambda AWS Software Engineering Automotive 72

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. Generate a status report.

AWS 115

AWS Lambda Generative AI Report 115

Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. So far in this series we’ve only been talking about processing a small number of events with Lambda, one after the other. Finally I mention Lambda’s limited, but not trivial, vertical scaling capability.

Lambda 52

Lambda AWS Software Review Serverless 52

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 83

Serverless Lambda Data Microservices 83

Mike Roberts

NOVEMBER 1, 2017

Error Handling This is Part 7 of Learning Lambda, a tutorial series about engineering using AWS Lambda. Welcome to Part 7 of Learning Lambda! Classes of error When using AWS Lambda there are several different classes of error that can occur. To see the other articles in this series please visit the series home page.

Lambda 52

Lambda Software Review AWS Metrics 52

Mike Roberts

NOVEMBER 14, 2017

Cold Starts This is Part 8 of Learning Lambda, a tutorial series about engineering using AWS Lambda. In this installment of Learning Lambda I discuss Cold Starts. In this installment of Learning Lambda I discuss Cold Starts. Way back in Part 3 I talked about the lifecycle of a Lambda function.

Lambda 52

Lambda Software Review AWS Systems Review 52

Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. So far in this series we’ve only been talking about processing a small number of events with Lambda, one after the other. Finally I mention Lambda’s limited, but not trivial, vertical scaling capability.

Lambda 40

Lambda AWS Software Review Serverless 40

Mike Roberts

DECEMBER 13, 2017

Lambda is a wonderful platform. The problems In Learning Lambda Part 9 , I described Lambda’s scaling behavior? Lambda can overwhelm downstream resources that do not have similar scaling properties. A thousand-times scaled Lambda could easily cause significant performance problems to a modest SQL database server.

Lambda 40

Lambda AWS Architecture Microservices 40

Mike Roberts

DECEMBER 13, 2017

Lambda is a wonderful platform. The problems In Learning Lambda Part 9 , I described Lambda’s scaling behavior? Lambda can overwhelm downstream resources that do not have similar scaling properties. A thousand-times scaled Lambda could easily cause significant performance problems to a modest SQL database server.

Lambda 40

Lambda AWS Architecture Microservices 40

Perficient

MAY 30, 2023

In this technical blog post, we will explore the limitations of Databricks regarding synchronous updates, introduce the pattern of “Simulating Synchronous Operations with Asynchronous Code,” and compare it with the widely adopted event-driven architecture. The events are then published to a message broker or event bus.

Software Review 59

Software Review Systems Review System Lambda 59

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. AWS Lambda.

Serverless 68

Serverless Azure AWS Architecture 68

Honeycomb

MAY 23, 2022

As we shared at re:Invent 2021 , we had the chance to take a little sneak peek under the Graviton3 hood to find out what even more performance will mean for Honeycomb and our customers. Instances[]' | jq -cs '.[] | {arch: Architecture, type: InstanceType, tags: (.Tags//[])|from_entries|{name: Reservations[]|.Instances[]'

AWS 88

AWS Lambda Architecture Testing 88

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. The best data engineers view their responsibilities through business and technical lenses.

Data Engineering 130

Data Engineering Engineering Data Technical Review 130

Stacks on Stacks

NOVEMBER 29, 2018

Lambda layers and runtime API are two new feature of AWS Lambda which open up fun possibilities for customizing the Lambda runtime and enable decreased duplication of code across Lambda functions. Layers is aimed at a common pain point teams hit as the number of Lambdas in their application grows.

Lambda 40

Lambda Serverless AWS PHP 40

Cloud That

NOVEMBER 17, 2022

Architecture Diagram. Steps to Setup Amazon Lambda. Architecture Diagram. data-extract-from-image) and select the region that you want to perform. Steps to Setup Amazon Lambda. Step 1: Open Aws lambda console. textract-lambda). textract-lambda). Step 6: Add S3 bucket as a trigger in lambda.

AWS 75

AWS Lambda Data Machine Learning 75

Stackery

JUNE 14, 2019

Ben Kehoe recently wrote a post about AWS API Gateway to Lambda integration: How you should?—?and use API Gateway proxy integration with Lambda. When these three features are put together, it can turn API Gateway into a passthrough, letting you use your favorite web framework in a single Lambda to do all your routing and processing.

Lambda 45

Lambda Serverless Software Review Systems Review 45

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.

Microservices 53

Microservices AWS Architecture Applications 53

Honeycomb

JUNE 28, 2022

Honeycomb uses AWS Lambda as a core part of our query execution architecture; Lambda’s ability to quickly allocate lots of resources and charge us only for use is invaluable to keeping Honeycomb fast and affordable. AWS Lambda pricing. First, a little background on AWS Lambda and how the charge structure works there.

AWS 52

AWS Lambda Architecture Comparison 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. PySpark helps in performing fast distributed transformations on large data sets. Automated ETL trigger AWS EventBridge triggers the AWS Lambda based on events, which in turn initiates a job.

Healthcare 52

Healthcare AWS Lambda Data 52

Xebia

MAY 2, 2023

The provisioner meta-argument in Terraform is considered imperative, as it allows you to define actions that are performed on a resource after it has been created or updated, typically used for configuration management or bootstrapping tasks. ClusterHandler is a Lambda function for interacting with EKS API to manage the cluster lifecycle.

AWS 130

AWS Infrastructure Applications Construction 130

Stackery

MAY 14, 2020

Performing Serverless Analytics in AWS Glue. 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. However, building serverless applications requires a change in architectural thinking.

AWS 105

AWS Serverless Lambda Microservices 105

Modus Create

MARCH 6, 2020

Research has shown teams implementing modern DevOps practices are significantly higher performing than those who don’t. Developers have plenty of choices for their serverless solutions today: AWS Lambda, Google Cloud Functions, Microsoft Azure Functions and Cloudflare Workers. For this post, we’ll mainly focus on AWS Lambda.

Serverless 138

Serverless DevOps Lambda AWS 138

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.

Serverless 75

Serverless Lambda AWS Software Review 75

Apiumhub

MARCH 12, 2024

The Evolution of Cloud Computing Trends Edge Computing Redefining Latency Edge computing is poised to revolutionize cloud architecture by decentralizing computing power. Implementation: Deploying functions using AWS Lambda, triggered by events, eliminating the need for managing servers and allowing developers to focus on writing code.

Trends 52

Trends Innovation Cloud Serverless 52

CircleCI

SEPTEMBER 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. Lifecycle Hooks allow us to get notifications from Amazon when the ASG performs certain actions. AWS Lambda function and SSM agent document.

AWS 89

AWS Groups Lambda Policies 89

Cloudera

NOVEMBER 16, 2021

Functions as a Service (FaaS) is a category of cloud computing services that all main cloud providers are offering (AWS Lambda, Azure Functions, Google Cloud Functions, etc). It also effectively provides a serverless architecture and is very widely used when building microservices applications. Event driven use cases.

Serverless 104

Serverless Lambda Microservices KPI 104

Netlify

MAY 17, 2021

Headless Commerce Summit is a free half-day, virtual event for web development leaders interested in learning about the Jamstack web architecture, including headless e-commerce platforms, headless content management systems, APIs and modern development workflows. Of course we want better customer experiences and improved performance.

Serverless 93

Serverless Architecture Virtualization Lambda 93

AWS Machine Learning - AI

JANUARY 26, 2024

Understanding and addressing LLM vulnerabilities, threats, and risks during the design and architecture phases helps teams focus on maximizing the economic and productivity benefits generative AI can bring. Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications.

Artificial Inteligence 119

Artificial Inteligence Generative AI Security Applications 119

Altexsoft

SEPTEMBER 6, 2023

A comprehensive walk-through to help organizations like yours fortify their serverless applications against threats and ensure optimal performance. Understanding Serverless Architecture Serverless computing , contrary to its name, doesn’t mean servers are absent. Let’s get started. Here’s how serverless security works: 1.

Serverless 52

Serverless Applications Cloud AWS 52

TIBCO - Connected Intelligence

MAY 19, 2021

These applications also scale much more readily than monolithic applications because each executable code unit can be scaled individually, creating a more responsive application architecture. To learn more about how TIBCO is leading the way in connecting modern, cloud-native architectures, check out this whitepaper. Click To Tweet.

Architecture 26

Architecture Applications Cloud Microservices 26

Apiumhub

DECEMBER 11, 2023

Their objective is to make sustainability an integral focus for software teams, on par with performance, security, cost, and accessibility. Improved Performance Green tech is often optimized for efficiency, which can lead to improved performance and faster response times. Performance Monitoring. Serverless Computing.

Energy 78

Energy Sustainability UI/UX Data Center 78

Agile Engine

DECEMBER 3, 2023

40% of users abandon UIs that load for longer than 4 seconds 200% higher conversions are achievable via UI improvements Our experience: making Fortune 500 e-stores 76% smoother The correlation between UI responsiveness and conversions makes interface performance critical for e-commerce. Planning to modernize your cloud architecture?

UI/UX 52

UI/UX Budget Applications Technical Review 52

Stackery

DECEMBER 6, 2019

Tod introduced a high-level sample architecture for SaaS with serverless: web application (in this case, React hosting in an S3 Bucket) ? and the actual application services; in this case, a Lambda Function. The architecture went something like this: Tenant 1 and 2 ? tenant context, role, etc) Custom authorizer Lambda.

Serverless 52

Serverless Lambda Microservices AWS 52

Stackery

JULY 3, 2019

WebSockets aren’t new, but a new serverless architecture is now possible with Amazon API Gateway integrations. Wild Rydes: Build a full-stack serverless ride-sharing app with Lambda. In this two hour workshop, you learn the foundations of serverless architecture and build a whole, highly scalable app based on serverless microservices.

Serverless 40

Serverless AWS Lambda Software Review 40

AWS Machine Learning - AI

MARCH 15, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Generative AI 116

Generative AI Lambda AWS Artificial Inteligence 116

Xebia

DECEMBER 21, 2022

While AWS is responsible for the underlying hardware and infrastructure maintenance, it is the customer’s task to ensure that their Cloud configuration provides resilience against a partial or total failure, where performance may be significantly impaired or services are fully unavailable. Pilot Light strategy diagram.

Disaster Recovery 130

Disaster Recovery AWS Strategy Backup 130