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

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 78

AWS Performance Applications Cloud 78

Dzone - DevOps

FEBRUARY 10, 2023

They were validating their production setup and testing several failure scenarios. Keep in mind that the cases described in this article are very context-specific and might not reflect your use case, so my advice is to always do your own tests. In this article, I will share some of the lessons learned.

Lambda 91

Lambda AWS Storage Architecture 91

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

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

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

OpenCredo

FEBRUARY 11, 2022

All the major cloud providers now have a serverless computing offer as part of their services portfolio: Amazon Web Services has Lambda, Microsoft Azure has Azure Functions, and Google Cloud has Cloud Functions. This can make testing a chore, and sometimes a neglected part of the SDLC for these platforms. Cost of Change.

Serverless 52

Serverless Testing Software Review Lambda 52

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

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

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

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?

Lambda 51

Lambda AWS Cloud Compliance 51

Stackery

MAY 14, 2020

You’ll walk away with a more solid grasp on how to broaden your serverless knowledge to include cloud-side development, CloudFormation, the management of dev/test/prod processes, and monitoring of your professional serverless apps. Scalable Serverless Architectures Using Event-Driven Design. Register for free here.

AWS 105

AWS Serverless Lambda Microservices 105

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

Xebia

MARCH 14, 2024

Hosting a test-environment for a straightforward application alone can, in some cases, result in costs running into hundreds if not thousands of euros. Usually, not all parts of a monolith require similar architectural capabilities. Some parts may need to scale, whereas other parts may require advanced operability capabilities.

Cloud 130

Cloud Weak Development Team Software Development Applications 130

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

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

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. Stay tuned.

AWS 60

AWS Serverless Lambda Linux 60

Netflix Tech

MAY 21, 2019

using RL agents for test case scheduling By: Stanislav Kirdey , Kevin Cureton , Scott Rick , Sankar Ramanathan Introduction Netflix brings delightful customer experiences to homes on a variety of devices that continues to grow each day. Detect a regression in a test case. These problems could be solved in several different ways.

Testing 65

Testing Training Continuous Integration AWS 65

Stackery

FEBRUARY 17, 2020

The seamless scaling and headache-free reliability of a serverless application architecture has become compelling to a broad community of cloud specialists. Any time AWS Lambdas needed to scale up, the first invocation of each service instance took longer to handle its request than those that followed. Giving more resources to Lambdas.

Lambda 52

Lambda Serverless AWS Games 52

Stackery

FEBRUARY 24, 2020

AWS Lambda is the future. There may be organization-specific roadblocks to adopting AWS Lambda right now and therefore, it might not be the right fit for your team at this particular juncture. But this hackathon really underscored just how critical Lambda functions are and will continue to be. My AWS Hackathon Takeaways.

AWS 52

AWS Lambda Serverless Weak Development Team 52

Honeycomb

OCTOBER 31, 2022

Turns out, it’s a lot: Handle the relationship with your cloud provider Provide guidance on the best cloud provider usage Test out new cloud features Look for hosting cost opportunities Manage Kubernetes infrastructure Managing development environments Testing frameworks Deployment framework (maybe?) What would a platform team do then?

DevOps 75

DevOps Lambda AWS Engineering 75

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 116

Generative AI Lambda AWS Artificial Inteligence 116

Prisma Clud

MAY 9, 2023

Integration Architecture Prisma Cloud will integrate with Amazon SQS and emit audit event messages. Amazon SQS will trigger an AWS Lambda function to format and send the messages to AWS CloudTrail Lake using a custom integration. Step 7 : Test the integration and ensure it can connect. Step 8 : Save the integration.

AWS 52

AWS Cloud Lambda Policies 52

Modus Create

MARCH 10, 2021

Serverless architecture has grown more popular since Amazon Web Services (AWS) introduced Lambda. In comparison to traditional LAMP (Linux, Apache, MySQL, PHP) stack, serverless LAMP ( Lambda , API Gateway, MySQL, PHP) applications are easier to scale and maintain while costing less than the alternative (using a pay-per-use model).

Serverless 59

Serverless PHP Applications Lambda 59

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

Honeycomb

NOVEMBER 10, 2022

If you missed it, the two biggest changes were the introduction of a new Service Map feature , which generates a dynamic architecture diagram from your telemetry, alongside a massive overhaul of BubbleUp , a powerful tool for identifying common dimensions across problematic events. Other updates include: honeycomb-lambda-extension v11.1.0

Lambda 52

Lambda Architecture Windows Operating System 52

O'Reilly Media - Ideas

DECEMBER 5, 2018

Programming with Java Lambdas and Streams , January 22. Developing Incremental Architecture , February 11-12. Introduction to Ethical Hacking and Penetration Testing , January 8-9. Creating Serverless APIs with AWS Lambda and API Gateway , January 8. Microservices Architecture and Design , January 16-17.

Artificial Inteligence 102

Artificial Inteligence Course Training Blockchain 102

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

Stackery

APRIL 24, 2019

“How do I develop locally?”, “How should I test?”, “Should I mock AWS services?”. There are a few reasons that developer workflow is a common pain point and source of failure for serverless developers: Serverless architecture relies primarily on cloudside managed services which cannot be run on a development laptop (for example, DynamoDB).

Serverless 69

Serverless How To AWS Lambda 69

Cloudera

MARCH 22, 2023

Over the past handful of years, systems architecture has evolved from monolithic approaches to applications and platforms that leverage containers, schedulers, lambda functions, and more across heterogeneous infrastructures. Observability always works from the same basis: metrics, traces, and logs; so too workload observability.

Metrics 84

Metrics Government Lambda Systems Administration 84

Netlify

AUGUST 2, 2020

It’s clear the Jamstack web architecture we pioneered five years ago has taken off. Continuous Integration/Continuous Development : The universe of software build tools arrived for automation and CI/CD, helping improve the integration, testing, delivery and deployment of an application throughout its lifecycle.

Development 98

Development Architecture Web Development Internet 98

The Agile Monkey

JANUARY 16, 2019

It was basically a text to audio converter made of the following AWS resources: AWS S3, API Gateway, Lambda, DynamoDB, SNS and Polly. As a result, this Serverless application architecture was configured manually through the AWS Console , and it was awesome and very educative! These are the 3 Lambda functions that our project will have.

Serverless 40

Serverless Applications Lambda AWS 40

AWS Machine Learning - AI

APRIL 8, 2024

The following diagram shows the step-by-step architecture of this solution outlined in the following sections. You can test that the ContentHandler function and endpoint are working as expected by inputting some raw text and running the embeddings.embed_query(text) function. You can use the example provided text = "Hi!

Artificial Inteligence 97

Artificial Inteligence Applications Knowledge Base AWS 97

AWS Machine Learning - AI

FEBRUARY 8, 2024

The following diagram illustrates the solution architecture. Each action group can specify one or more API paths, whose business logic is run through the AWS Lambda function associated with the action group. The workflow consists of the following steps: Users provide natural language inputs to the agent. create-customer-resources.sh

Knowledge Base 117

Knowledge Base Insurance Lambda AWS 117

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. Next-Generation Java Testing with JUnit 5 , May 15. Programming with Java Lambdas and Streams , May 16. Test-Driven Development In Python , May 21. Analyzing Software Architecture , April 16.

Course 47

Course Artificial Inteligence Training Google Cloud 47