AWS Machine Learning - AI

FEBRUARY 26, 2024

Our proposed architecture provides a scalable and customizable solution for online LLM monitoring, enabling teams to tailor your monitoring solution to your specific use cases and requirements. A modular architecture, where each module can intake model inference data and produce its own metrics, is necessary.

Artificial Inteligence 108

Artificial Inteligence AWS Lambda Metrics 108

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.

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Lambda Serverless AWS Architecture 61

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. Lambda will horizontally scale precisely when we need it to a massive extent.

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Lambda AWS Software Review Serverless 52

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

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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Lambda Software Review AWS Metrics 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 Conference Programming 62

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.

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Lambda Software Review AWS Systems Review 52

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?

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Lambda AWS Cloud Hotels 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 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. Lambda will horizontally scale precisely when we need it to a massive extent.

Lambda 40

Lambda AWS Software Review Serverless 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 AWS Architecture 98

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

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

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. Fig2: DataFlow Functions runtime environments are available in AWS Lambda, Azure Functions, and Google Cloud Functions.

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Serverless Lambda Google Cloud Azure 78

Stackery

MAY 14, 2020

If you want to prime your mind for all the fantastic content coming up at AWS Summit Chicago, be sure to attend this hands-on workshop hosted by Stackery, Epsagon, and AWS the day before the event kicks off! Scalable Serverless Architectures Using Event-Driven Design. Register for free here.

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AWS Serverless Lambda Microservices 105

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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Lambda Serverless AWS PHP 40

Cloud That

NOVEMBER 17, 2022

Architecture Diagram. Steps to Setup Amazon Lambda. Architecture Diagram. Steps to Setup Amazon Lambda. Step 1: Open Aws lambda console. textract-lambda). textract-lambda). Step 3: Select a role that defines the permissions of your lambda function. Step 6: Add S3 bucket as a trigger in lambda.

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AWS Lambda Data Machine Learning 75

TechCrunch

MAY 3, 2022

Edge Delta aims its tools at DevOps, site-reliability engineers and security teams — groups that focus on analyzing logs, metrics, events, traces and other large data troves, often in real time, to do their work.

Data 192

Data Artificial Inteligence Lambda Analytics 192

Saviynt

JUNE 2, 2019

AWS Lambda creates a unique access risk since services, not people, trigger its cloud activities. However, organizations often use Lambda to run administrative and operational processes, such as patch updates, that require privileged access to systems and networks. What does the Shared Responsibility Model for AWS LAMBDA look like?

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Lambda AWS Cloud Compliance 51

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.

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AWS Cloud Microservices Lambda 279

CircleCI

NOVEMBER 7, 2022

that simplifies the development and deployment of AWS Lambda functions. Using event-based architecture, you can mock the events to add test cases and assert the expected behaviour based on the event received. file with a basic Lambda handler and a serverless.yml file with the config for your application.

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Serverless Testing Applications Lambda 98

Cloudera

NOVEMBER 16, 2021

This is particularly powerful whenever the use case is event driven and there is no need for NiFi instances to always be up and running. 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). Event driven use cases.

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Serverless Lambda Microservices KPI 104

Capgemini

DECEMBER 7, 2020

Take, for example, serverless architecture, for which AWS has more than 50 services. After opting for AWS Lambda, the organization significantly reduced both the number of engineering resources required as well as infrastructure costs. Learn more about the event and our AWS offerings here. Phil Monteleone.

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Serverless Business Transformation Architecture Analysis 52

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.

Trends 52

Trends Innovation Cloud Serverless 52

CIO

NOVEMBER 2, 2023

For example, Photogra, a 23-year-old image and photo provider for concession operators at amusement parks, cruises, and events, spent one year planning the migration of its data infrastructure from its New York data center to Microsoft Azure and other cloud services with the help of Aptum, a managed service provider.

Strategy 351

Strategy Cloud Generative AI Data Center 351

Mike Roberts

MAY 22, 2018

I started writing “ Serverless Architectures ” in May 2016. I was a little restricted in my thinking the first time around and I’ve come to see FaaS as something not quite stateless, since caching state in a Lambda instance that might stick around for 5 hours is a perfectly reasonable idea. I thought a few folks might be interested.

Serverless 40

Serverless Architecture Lambda Microservices 40

Mike Roberts

MAY 22, 2018

I started writing “ Serverless Architectures ” in May 2016. I was a little restricted in my thinking the first time around and I’ve come to see FaaS as something not quite stateless, since caching state in a Lambda instance that might stick around for 5 hours is a perfectly reasonable idea. I thought a few folks might be interested.

Serverless 40

Serverless Architecture Lambda Microservices 40

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

Perficient

DECEMBER 13, 2023

Automated ETL trigger AWS EventBridge triggers the AWS Lambda based on events, which in turn initiates a job. AWS Lambda provides serverless computing & scales based on the number of requests. PySpark helps in performing fast distributed transformations on large data sets.

Healthcare 52

Healthcare AWS Lambda Data 52

Prisma Clud

MAY 9, 2023

If your organization is using AWS CloudTrail Lake for auditing, you can use Prisma Cloud to enrich AWS CloudTrail data by creating a custom integration and using native functionality within Prisma Cloud to send events to AWS. Integration Architecture Prisma Cloud will integrate with Amazon SQS and emit audit event messages.

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AWS Cloud Lambda Policies 52

Apiumhub

AUGUST 29, 2023

When it comes to events, Alex emphasized the importance of networking and social interaction, recommending conferences like the Global Software Architecture Summit organized by Apiumhub and DevBcn (previously known as JBCNConf). When asked about tech events, he recommended Spring.io , DevBCN , NodeConf , and some others.

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Software Development Weak Development Team Software Development 80

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

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Generative AI Lambda AWS Artificial Inteligence 116

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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Serverless Microservices Lambda IoT 72

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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Serverless Microservices Lambda How To 40

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. However, these architectural patterns require new understandings and workflows for how applications should be developed. Paul Chin Jr.

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Serverless AWS Lambda Software Review 40

O'Reilly Media - Ideas

DECEMBER 21, 2018

Serverless Architectures on AWS: With Examples Using AWS Lambda — Peter Sbarski teaches you how to build, secure, and manage serverless architectures that can power the most demanding web and mobile apps. Continue reading 10 top AWS resources on O’Reilly’s online learning platform.

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AWS Resources Lambda Serverless 49

Palo Alto Networks

MARCH 10, 2021

Amazon VPC Traffic Mirroring provides a non-intrusive way to enable network visibility into your AWS deployments without requiring significant design changes to virtual network architecture. Palo Alto Networks VM-Series Reference Architecture for AWS. GitHub repository with sample VM-Series configuration for traffic mirroring.

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AWS Firewall Lambda Network 98