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.

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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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AWS Machine Learning - AI

FEBRUARY 9, 2024

API Gateway routes the request to an AWS Lambda function ( bedrock_invoke_model ) that’s responsible for logging team usage information in Amazon CloudWatch and invoking the Amazon Bedrock model. The workflow steps are as follows: An Amazon EventBridge rule triggers a Lambda function ( bedrock_cost_tracking ) daily.

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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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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

Sunflower Lab

APRIL 12, 2018

Benefits of microservices architecture and business value it delivers to organizations planning to embrace enterprise agility through automated processes. What are microservices? The microservice architecture helps to reduce development complexity. Why businesses require microservices? When to use microservices.

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DevOps.com

MAY 5, 2020

and Go; Extends Automatic Lambda Tracing to Include Python Functions appeared first on DevOps.com. The post Instana Provides First Continuous Production Profiling for Node.js

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RapidValue

OCTOBER 12, 2020

Over the past few years, we have witnessed that the use of Microservices as a means of driving agile best practices and accelerating software delivery, has become more and more commonplace. Key Features of Microservices Architecture. Microservices architecture follows the decentralized data management.

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Microservices AWS Architecture Applications 53

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.

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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.

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The Agile Monkey

DECEMBER 10, 2018

By The Agile Monkeys Introduction We were there when Werner Vogels announced the new custom lambda runtimes on stage, and we couldn’t have been more excited. We have been trying Haskell (and other flavors of Haskell, like Eta and PureScript) on AWS lambda since we started working on Serverless more than a year ago.

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TIBCO - Connected Intelligence

OCTOBER 19, 2020

One way to build this agility is by evolving to a microservices architecture. Microservices are very small units of executable code. Microservices can be used to break up monoliths into individual, highly cohesive business services that are deployed in containers and serverless environments. Click To Tweet.

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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.

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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.

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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.

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Lambda AWS Architecture Microservices 40

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.

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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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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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CIO

JANUARY 16, 2023

Kirkland, whose work with SustainabilityIT.org underscores his passion about driving more sustainable IT operations across the industry, believes IT is entering a critical moment in time when advances in the cloud and services such as Lambda can help make a difference.

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AWS Machine Learning - AI

OCTOBER 11, 2024

Figure – solution architecture diagram Solution walk-through The solution consists of three microservice layers, which we discuss in the following sections. Figure – Event orchestration workflow Event notification workflow – This workflow formats notifications that are exchanged between Slack chat and backend microservices.

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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. Functions as a Service.

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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. The right observability platform – ideally the one that automates a ton of instrumentation inside Lambda like New Relic – can offer you these types of insights.

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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.

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Stackery

MAY 14, 2020

A Culture of Rapid Innovation with DevOps, Microservices, and Serverless. Although serverless computing and AWS Lambda have changed application development, the Twelve-Factor methodology remains relevant and applicable in a serverless world. Chris Munns was the inspiration for my own writing about 12-factor serverless apps.

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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

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Strategy Cloud Data Center Generative AI 351

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. and the actual application services; in this case, a Lambda Function. tenant context, role, etc) Custom authorizer Lambda.

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Honeycomb

MARCH 24, 2022

Observability came out of microservices and cloud-native, right? On both counts—yeah, it sorta came out of microservices and cloud native, and yeah sorta, you need it with a simpler architecture (though perhaps not as desperately as you otherwise might). The need for observability grew forth from microservices and cloud native.

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Modus Create

MAY 15, 2023

Since it was an isolated feature, we created a separate Lambda function for it on AWS. Serverless architecture usually requires expertise in event-driven programming, microservices, and a deep understanding of the enterprise cloud ecosystem. Are you comfortable with higher OpEx for lower CapEx? Is vendor lock-in a major concern?

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Modus Create

MARCH 31, 2022

Forge is an end-to-end cloud platform consisting of functions backed by AWS Lambda, flexible UI components, and a DevOps toolchain in the form of the Forge Command Line Interface (CLI). Build your integrations in the FaaS platform, turning them into reusable microservices. Forge FaaS components are backed by AWS Lambda functions.

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Cloud Development Lambda Microservices 98

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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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.

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Honeycomb

JANUARY 18, 2024

Arguably, the line between libraries and services or microservices is pretty blurred. What if I’m calling another service or microservice? Consistency and commonality is key, particularly in microservice applications where there’s strong independence between teams. That’s kinda like a library over the wire. bucket.name , aws.s3.bucket

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Stackery

JUNE 26, 2019

When it comes to developing for serverless, I’ve been beating the drum for some time that there are fundamental problems with how you write code for serverless functions , namely AWS Lambda. Essentially: waiting 15 minutes for your Lambda code to deploy is a fine way to run a production deploy but not a great way to experiment with new code.

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AWS Machine Learning - AI

MAY 15, 2024

The request is then processed by AWS Lambda , which uses AWS Step Functions to orchestrate the process (step 2). Finally, the Lambda function receives the image and meta-data (step 7) which are then sent to the Amazon Ads client service through the API Gateway (step 8). The Amazon API Gateway receives the PUT request (step 1).

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Generative AI Artificial Inteligence Advertising Technical Review 121

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

Confluent

JULY 10, 2019

Each individual Streams application was deployed as a standalone microservice, and we used the Gradle Application plugin to build and deploy these services. applicationName = 'wordcount-lambda-example'. // Default artifact naming. The packaging of payloads for Oracle WMS Cloud. group = 'com.redpillanalytics'. version = '1.0.0'.

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DevOps.com

DECEMBER 3, 2019

Company to Provide End-to-End Tracing Across Multiple Serverless Functions and Server-Based Microservices Las Vegas at AWS re:Invent – December 3, 2019 – Instana, the leading provider of real-time application performance management solutions for microservice and cloud-native applications, today announced the ability to trace serverless Node.js

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