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. Each component in the previous diagram can be implemented as a microservice and is multi-tenant in nature, meaning it stores details related to each tenant, uniquely represented by a tenant_id.

Generative AI 108

Generative AI AWS Artificial Inteligence Enterprise 108

Xebia

AUGUST 29, 2023

VPC Lattice offers a new mechanism to connect microservices across AWS accounts and across VPCs in a developer-friendly way. The developers creating the microservices typically don’t like to spend time on network configurations and look for network specialists to set up connectivity. However, it does have consequences.

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Bernd Rucker

MAY 14, 2020

Powerful Serverless Function Orchestration using BPMN and Cloud-Native Workflow Technology Assume you want to coordinate multiple Lambdas to achieve a bigger goal. and how you can use BPMN and Camunda Cloud to orchestrate these three AWS Lambdas and provide an additional trip booking Lambda. Why Orchestration?

Lambda 52

Lambda AWS Cloud Hotels 52

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!

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Lambda Architecture Programming Weak Development Team 62

Strategic Tech

JULY 21, 2020

Most organisations go through an architecture modernisation effort at some point as their systems drift into a state of intolerable maintenance costs and they diverge too far from modern technological advances. What architecture will be optimal for enabling that business vision? How are we going to deliver the new architecture?

Architecture 98

Architecture Technical Review Software Review Microservices 98

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 Microservices 72

AWS Machine Learning - AI

NOVEMBER 18, 2024

The Step Functions state machine invokes AWS Lambda functions to get a findings summary and remediation steps through Amazon Bedrock. The workflow invokes a Lambda function and passes the GuardDuty findings details. The Lambda function calls Anthropic’s Claude 3 Sonnet model through Amazon Bedrock APIs with the input request.

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Lambda Cloud AWS Generative AI 72

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.

AWS 68

AWS Performance Applications Cloud 68

AWS Machine Learning - AI

JULY 3, 2024

AWS Step Functions is a visual workflow service that helps developers build distributed applications, automate processes, orchestrate microservices, and create data and machine learning (ML) pipelines. The steps could be AWS Lambda functions that generate prompts, parse foundation models’ output, or send email reminders using Amazon SES.

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AWS Artificial Inteligence Generative AI Lambda 132

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

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. Click To Tweet.

Microservices 49

Microservices AWS Applications How To 49

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

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

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

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Serverless Lambda Architecture AWS 98

AWS Machine Learning - AI

OCTOBER 11, 2024

It can be extended to incorporate additional types of operational events—from AWS or non-AWS sources—by following an event-driven architecture (EDA) approach. The following diagram illustrates the solution architecture. The full code repository is available in the accompanying GitHub repo.

Cloud 95

Cloud AWS Serverless Policies 95

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 Continuous Delivery 40

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.

AWS 105

AWS Serverless Lambda Microservices 105

Xicom

MARCH 16, 2021

Nowadays, the cliche “serverless architecture” is the latest addition in the technology wordbook, prevailing following the launch of AWS (Amazon Web Services) Lambada in 2014. While the gospel truth is serverless, architecture proffers the promise of writing codes without any ongoing server administration apprehension.

Serverless 59

Serverless Lambda Development Microservices 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

AWS Machine Learning - AI

MAY 15, 2024

In this blog post, we describe the architectural and operational details of how Amazon Ads implemented its generative AI-powered image creation solution on AWS. Next, we present the solution architecture and process flows for machine learning (ML) model building, deployment, and inferencing.

Generative AI 123

Generative AI Artificial Inteligence Advertising Technical Review 123

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.

Serverless 109

Serverless Microservices Lambda KPI 109

Mike Roberts

MAY 22, 2018

I started writing “ Serverless Architectures ” in May 2016. While this idea exists in the Microservices world too, the extent to which that can be taken, with great effect, with Serverless is astonishing to me. Lambda has configuration now and it has reserved capacity to help you avoid DoS’ing yourself.

Serverless 40

Serverless Architecture Lambda Microservices 40

Mike Roberts

MAY 22, 2018

I started writing “ Serverless Architectures ” in May 2016. While this idea exists in the Microservices world too, the extent to which that can be taken, with great effect, with Serverless is astonishing to me. Lambda has configuration now and it has reserved capacity to help you avoid DoS’ing yourself.

Serverless 40

Serverless Architecture Lambda Microservices 40

RapidValue

JULY 31, 2019

Serverless architecture is another buzzword to hit the cloud-native space, but what is it, is it worthwhile and how can it work for you? Serverless architecture is on the rise and is rapidly gaining acceptance. What is Serverless Architecture? For example, a web app could be written using both microservices and serverless code.

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Serverless Architecture Cloud Development 47

Honeycomb

MARCH 24, 2022

Observability came out of microservices and cloud-native, right? If you have a simpler architecture, does o11y matter?” — this question came up during recent office hours. The need for observability grew forth from microservices and cloud native. The relationship between o11y and simplicity of architecture. Yeah, sort of.

Microservices 57

Microservices Architecture Metrics PHP 57

CIO

NOVEMBER 2, 2023

I often ask vendors to walk me through their product quote and explain what each product SKU or line item is, such as the cost for an application with the microservices and containerization,” Phelps says. CIOs may also fall into the trap of misunderstanding product mixes and the downside of auto-renewals, he adds. “I

Cloud 346

Cloud Strategy Data Center Generative AI 346

O'Reilly Media - Ideas

MAY 19, 2020

O’Reilly Learning > We wanted to discover what our readers were doing with cloud, microservices, and other critical infrastructure and operations technologies. More than half of respondent organizations use microservices. Microservices Achieves Critical Mass, SRE Surging. All told, we received 1,283 responses.

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Cloud Microservices Serverless Survey 143

Stackery

DECEMBER 6, 2019

And microservice-composition is much more interesting when you don’t have to worry about scaling. Once you introduce microservices, the kind of problems you’re chasing are simpler. Tod introduced a high-level sample architecture for SaaS with serverless: web application (in this case, React hosting in an S3 Bucket) ?

Serverless 52

Serverless Lambda Microservices AWS 52

Bernd Rucker

APRIL 20, 2021

Camunda Cloud Architecture Blog Post Series?—?Part One of your first tasks would be to sketch the basic architecture of your solution, and this blog post will guide you through some important early questions such as how to connect the workflow engine Zeebe with your application or with remote systems?

Architecture 63

Architecture Engineering Cloud Programming 63

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. New use cases: event-driven, batch, and microservices.

Serverless 72

Serverless Microservices Lambda IoT 72

Altexsoft

AUGUST 31, 2021

Microservices and API gateways. It’s also an architectural pattern, which was initially created to support microservices. Hard to update and implement new technologies, the monolith started being replaced by a new architectural pattern — microservices. What is an API gateway? Source: Netflix Technology Blog.

Microservices 64

Microservices Serverless Load Balancer How To 64

Capgemini

APRIL 20, 2022

Business functions are exposed as pre-built REST APIs following microservice principles. Figure 4 – DCP business-function microservices. Solution architecture. The following architecture diagram provides a high-level outline of key services used in DCP. Figure 6 – DCP architecture on AWS.

Cloud 52

Cloud AWS Microservices Architecture 52

CloudGeometry

FEBRUARY 7, 2022

Behind the curtain, selling essentially the same software to different users and companies, again and again, relies on a distinct product architecture: secure multi-tenancy. Tenant isolation is the keystone of the SaaS architecture, holding it all together and keeping it up and running. Let’s take a closer look.

Architecture 130

Architecture Policies Resources Construction 130

TIBCO - Connected Intelligence

MAY 19, 2021

When applications are composed using containerized microservices or serverless functions, teams of developers can each own and evolve an individual unit of functionality at the same time. Making Microservice Management Simple. Distributed tracing is a method to monitor applications composed of microservices. Click To Tweet.

Architecture 26

Architecture Applications Cloud Microservices 26

Linux Academy

APRIL 4, 2019

You can’t flip a switch, and it doesn’t happen overnight, but moving to AWS and investing in a DevOps operating model and higher-level services like serverless and Lambda, for example, moves you out of the day-to-day operational headaches and firefighting associated with managing IT infrastructure. Customer Maturity on AWS.

AWS 60

AWS Serverless Lambda Linux 60

The Agile Monkey

SEPTEMBER 14, 2018

The technology that will change how we build backend systems forever TL;DR: Serverless is a new approach to backend software development, where new systems can be created out of existing third-party services and tools using lambda functions to glue them together. Serverless is an evolution of the microservices concept.

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Serverless Lambda Microservices Google Cloud 40