Toptal

FEBRUARY 25, 2016

AWS Lambda offers a relatively thin service with a rich set of ancillary configuration options, making it possible to implement easily scalable and maintainable applications leveraging these services.

Lambda 91

Lambda AWS Architecture Scalability 91

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 97

Generative AI AWS Lambda Technical Review 97

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.

AWS 113

AWS Lambda Generative AI Report 113

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

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

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

Apiumhub

NOVEMBER 12, 2018

Lambda world Cádiz , one of the most important conferences on functional programming in Europe, took place in Cádiz on October 25 and 26. Lambda World started with an unconference where several people gave lightning talks. Lambda World unconference . Lambda World workshops. The workshops were of a high level!

Lambda 62

Lambda Architecture Conference Programming 62

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. Principles of a good Data Architecture Successful data engineering is built upon rock-solid architecture.

Data Engineering 130

Data Engineering Engineering Data Technical Review 130

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 78

Serverless Lambda Google Cloud Azure 78

Modus Create

MAY 15, 2023

When serverless architecture became all the rage a few years ago, we wondered whether it was just marketing hype. Serverless architecture’s popularity has risen over the past 5 years. So here are five questions you should ask before adopting the serverless architecture: 1. Was serverless really cloud 2.0

Serverless 98

Serverless Lambda AWS Architecture 98

Cloud That

NOVEMBER 17, 2022

Architecture Diagram. Steps to Setup Amazon Lambda. Amazon Textract is a highly scalable machine learning (ML) service that automatically extracts text, handwriting, and data from documents like images, pdf, etc. Architecture Diagram. Steps to Setup Amazon Lambda. Step 1: Open Aws lambda console. Use Cases.

AWS 75

AWS Lambda Data Machine Learning 75

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 Lambda Data 52

CIO

OCTOBER 13, 2022

However, if microservices are incorrectly integrated, this undermines the cost and scalability benefits of the architecture and may cause data loss or latency and integrity issues, says Hilton Howard, global migration and modernization lead at AWS.

AWS 272

AWS Cloud Microservices Lambda 272

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

Cloudera

NOVEMBER 16, 2021

NiFi as a Function in DataFlow Service provides an efficient, cost optimized, scalable way to run NiFi flows in a completely serverless fashion. 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).

Serverless 104

Serverless Lambda Microservices KPI 104

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. This event-driven model enhances efficiency, scalability, and cost-effectiveness. As technology advances, innovations are shaping the future of cloud computing trends.

Trends 52

Trends Innovation Cloud Serverless 52

Capgemini

DECEMBER 7, 2020

Take, for example, serverless architecture, for which AWS has more than 50 services. It shifted to serverless because it faced scalability and extensibility issues. After opting for AWS Lambda, the organization significantly reduced both the number of engineering resources required as well as infrastructure costs.

Serverless 52

Serverless Business Transformation Architecture Analysis 52

Gorilla Logic

OCTOBER 21, 2022

Scalable : the architecture uses a message queue system to run an arbitrary number of workers. By default, the executor will run inside the scheduler, but production instances will often utilize workers for better scalability. Dynamic : pipelines are written in Python, allowing dynamic generation.

Scalability 52

Scalability Data Examples Lambda 52

Stackery

AUGUST 11, 2020

Serverless + JAMstack is where web app architectures are going. 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. Stackery is focused on helping developers leverage the power of AWS managed services.

Serverless 95

Serverless Lambda AWS Architecture 95

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

Blue Sentry

APRIL 26, 2023

You can also build automation using Lambda Functions with custom triggers like AutoScaling Lifecycle Hooks, have a Load Balancer in front of your servers to balance the traffic as well as have DNS management in Route53. In AWS, you can use Auto Scaling Groups to scale in and out your servers based on a template.

Case Study 52

Case Study Study Infrastructure Lambda 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

Xebia

AUGUST 29, 2023

It provides a powerful and scalable platform for executing large-scale batch jobs with minimal setup and management overhead. Integration with AWS Services: AWS Batch seamlessly integrates with other AWS services, such as Amazon S3, AWS Lambda, and Amazon DynamoDB. AWS has two services to support your HPC workload.

AWS 147

AWS Performance Storage Linux 147

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. Solution overview The following diagram illustrates our solution architecture. This can be done with a Lambda layer or by using a specific AMI with the required libraries. awscli>=1.29.57

Generative AI 114

Generative AI Lambda AWS Artificial Inteligence 114

The Agile Monkey

NOVEMBER 16, 2018

From Microservices to Serverless: How to avoid converting “Distributed monolith” microservices into “Serverless monoliths” Learning from the past: converting a monolith into… a worse monolith When microservices became mainstream, a lot of companies started to migrate their monolithic systems to a distributed microservice architecture.

Serverless 40

Serverless Microservices Lambda How To 40

Trigent

APRIL 7, 2022

Some of the top-rated serverless solutions are AWS-Lambda and Google-Cloud-functions. The new freedom to scale on-demand and the elimination of estimating load and traffic led to the massive adoption of serverless architectures. Having said this, one must tread cautiously when going in for serverless architecture.

Serverless 52

Serverless Cloud Architecture Software Review 52

iTexico

APRIL 15, 2020

The real transformation is in the adoption of serverless architecture, microservices, workflow automation. iTexico recommended AWS Lambda, a highly dynamic and scalable serverless computing platform with pay-as-you-go and use service model. Google, last year was very profitable.

Lambda 52

Lambda Serverless AWS Case Study 52

Capgemini

APRIL 20, 2022

Built with microservices and cloud-native architecture, DCP provides a scalable and extensible platform to support future business growth, including multiple brands management, geographic expansion, and analytics enabled by artificial intelligence. Solution architecture. Figure 6 – DCP architecture on AWS.

Cloud 52

Cloud AWS Microservices Architecture 52

Cloudera

SEPTEMBER 30, 2022

With DFF, users now have the choice of deploying NiFi flows not only as long-running auto scaling Kubernetes clusters but also as functions on cloud providers’ serverless compute services including AWS Lambda, Azure Functions, and Google Cloud Functions. build high performant, scalable web applications across multiple data centers).

Serverless 72

Serverless Microservices Lambda IoT 72

Netlify

AUGUST 2, 2020

It’s clear the Jamstack web architecture we pioneered five years ago has taken off. We reimagined a new architecture for web developers to deliver a faster, simpler and more secure way to build the web. The Jamstack has grown to be a major force today because of the underlying simplicity of the architecture.

Development 98

Development Architecture Web Development Internet 98

O'Reilly Media - Ideas

JANUARY 14, 2020

Serverless also offers an innovative billing model and easier scalability. authors Mike Roberts and John Chapin identify the core insight that makes serverless unique: With a fully serverless app, you are no longer thinking about any part of your architecture as a resource running on a host. In What is Serverless?

Serverless 52

Serverless Lambda AWS Architecture 52

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 117

Artificial Inteligence Generative AI Security Applications 117

TIBCO - Connected Intelligence

OCTOBER 19, 2020

If you aren’t able to rapidly adapt the services and capabilities of your digital platform to stay aligned with the needs of the business, then your underlying application architecture needs to be evolved so that it becomes more agile. One way to build this agility is by evolving to a microservices architecture.

Microservices 49

Microservices AWS Applications How To 49

ParkMyCloud

AUGUST 6, 2020

Soon, there were thousands of articles, tweets, blog posts, and conference talks about moving to a microservices architecture built on containers using Kubernetes to manage the pods and services. Serverless became the new thing, but those who put their eggs in the Kubernetes basket resisted the shift from containers to functions.

Serverless 63

Serverless Blockchain Open Source Lambda 63

Stackery

AUGUST 15, 2019

In the cloud application development world, the bare minimum may mean constructing an app that meets functionality criteria but does not meet scalability, high-availability, or security needs. Solving the hardest software problems we face usually means adopting the best architectural patterns available.

Software Engineering 49

Software Engineering Engineering Software Serverless 49

O'Reilly Media - Ideas

APRIL 3, 2019

Fundamentals of Data Architecture , May 20-21. Beginner’s Guide to Writing AWS Lambda Functions in Python , May 7. Programming with Java Lambdas and Streams , May 16. Scalable Concurrency with the Java Executor Framework , May 30. Analyzing Software Architecture , April 16. Data Structures in Java , May 1.

Course 47

Course Artificial Inteligence Training Google Cloud 47

AWS Machine Learning - AI

FEBRUARY 19, 2024

The popular architecture pattern of Retrieval Augmented Generation (RAG) is often used to augment user query context and responses. Internally, Amazon Bedrock uses embeddings stored in a vector database to augment user query context at runtime and enable a managed RAG architecture solution. Navigate to the lambdalayer folder.

Knowledge Base 93

Knowledge Base Artificial Inteligence Applications Lambda 93