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

Stackery

APRIL 11, 2019

It will scale just fine… unless you hit your account-wide Lambda limit. 6.10, which is approaching EOL for AWS Lambda? What if, instead, we could do the following: This may seem magical, but it’s possible using advanced mechanisms built into AWS API Gateway. What if that’s Node.js A Functionless Approach.

Serverless 104

Serverless Lambda AWS Firewall 104

Stackery

JUNE 13, 2019

Back in Part I of Deploying a Serverless Data Processing Workflow with AWS Step Functions , Nuatu mentioned one key benefit of using step functions is their visibility into business critical workflows. To set myself as a subscriber to each SNS topic, I’ll configure an Anything Resource with AWS::SNS::Subscription definitions.

Serverless 53

Serverless AWS Lambda Data 53

AWS Machine Learning - AI

APRIL 8, 2024

Prerequisites For this example, you need an AWS account with a SageMaker domain and appropriate AWS Identity and Access Management (IAM) permissions. For account setup instructions, see Create an AWS Account. has reduced its operational costs by 20% since migrating to AWS in May Use LangChain tools and agents Loader class.

Artificial Inteligence 97

Artificial Inteligence Applications Knowledge Base AWS 97

Xebia

APRIL 23, 2024

In this blog post a single Lambda function is used to handle both incoming commands and incoming interactivity. Slack API reaching out to AWS Lambda. Creating your Handler using an AWS Lambda Function In this example I am going to use a Node.js AWS Lambda function to host the handler. ” message.

Lambda 130

Lambda AWS Authentication Construction 130

Stackery

DECEMBER 6, 2019

But after two days of discussing serverless development and AWS tooling with the many awesome folks who have visited the Stackery booth (plus the primer I attended on day one) I was actually feeling pretty limber for the marathon that was “Serverless SaaS Deep Dive: Building Serverless on AWS”. Onboarding and Identity.

Serverless 52

Serverless Lambda Microservices AWS 52

Cloud Conformity

MARCH 1, 2019

The Five Pillars of AWS Well-Architected Framework?—?Understanding Understanding What Makes the Cloud Secure The 5 pillars to a well-architected house At Cloud Conformity, we often harp on about the AWS Well-Architected Framework and for very good reason. Why should I use the architected framework at all?

AWS 40

AWS Cloud Software Review Infrastructure 40

Stackery

JANUARY 5, 2020

ICYMI - here's the API Gateway security risk you need to pay attention to [link] #serverless #aws #security — Yan Cui (@theburningmonk) January 8, 2020. The Athena query federation system seems to be made by people in the "fat Lambda" camp. Yan wrote the book on serverless. A must-read. -> Jeremy Daly.

Serverless 52

Serverless AWS Lambda Weak Development Team 52

Xebia

MAY 2, 2023

In the coming paragraphs we will identify how we can write Infrastructure as Code (IaC) as well as the K8s workload definition for an application that will be deployed on AWS. We will combine the power of AWS CDK and cdk8s in one single codebase to deploy our infrastructure and application. Are we really doing it right?

AWS 130

AWS Infrastructure Applications Construction 130

CircleCI

AUGUST 17, 2022

This tutorial covers: Creating a new AWS CDK application. Adding a Lambda authorizer and defining CDK constructs. You can also learn how to automate AWS Lambda function deployments to AWS CDK. Developers do not need to learn a new programming language or a new tool to benefit from AWS CDK.

Lambda 52

Lambda AWS Construction Software Review 52

Stackery

AUGUST 15, 2019

Engineers have an overarching goal of using these skills to construct experiences that enable end-users to complete a task successfully and they hope to provide enjoyment and comfort along the way. In the case of serverless, you need tools to help you construct all the individual managed services together to build a complete application.

Software Engineering 49

Software Engineering Engineering Software Serverless 49

Linux Academy

DECEMBER 5, 2019

The final day of AWS re:Invent, 2019. In our final day at AWS re:Invent, and last overview piece, we’re covering the final keynote in-depth. Overview of Werner Vogels Keynote: The Power of AWS Nitro. Under the hood, AWS continues to innovate and improve the performance of the latest generation of EC2 instances.

AWS 19

AWS Machine Learning Artificial Inteligence Linux 19

O'Reilly Media - Ideas

JANUARY 14, 2020

While AWS Lambda is viewed as the specific technology that kicked off the movement, other vendors offer platforms for reducing operational overhead. AWS Aurora Serverless is an example of a BaaS offering. AWS Lambda is the canonical example and can be invoked from applications directly or triggered by other AWS services.

Serverless 52

Serverless Lambda AWS Architecture 52

Xebia

AUGUST 29, 2023

VPC Lattice offers a new mechanism to connect microservices across AWS accounts and across VPCs in a developer-friendly way. Or if you have an existing landing zone with AWS Transit Gateway, do you already plan to replace it with VPC Lattice? You can also use AWS PrivateLink to inter-connect your VPCs across accounts.

AWS 130

AWS Load Balancer Microservices Lambda 130

AWS Machine Learning - AI

DECEMBER 6, 2023

A prompt is constructed from the concatenation of a system message with a context that is formed of the relevant chunks of documents extracted in step 2, and the input question itself. Deploy the solution To install this solution in your AWS account, complete the following steps: Clone the repository on GitHub.

Artificial Inteligence 98

Artificial Inteligence Analytics Knowledge Base Lambda 98

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

Apiumhub

APRIL 12, 2023

As mentioned above, the cold start of the program means that several seconds will elapse before the web application will be able to respond to the first request, something that precludes this type of program from use in an environment where fast responses are required for sporadic requests, e.g. in an AWS lambda-based microservices application.

Software Review 73

Software Review Systems Review Virtualization Programming 73

Gorilla Logic

OCTOBER 21, 2022

These are the building blocks used to construct tasks. Apache Airflow is often used to push and pull data from other systems such as Amazon Web Services (AWS) or Google Cloud. The tasks are arranged in DAGs in a manner that reflects their upstream and downstream dependencies. Working with operators. Working with XComs.

Scalability 52

Scalability Data Examples Lambda 52

Gorilla Logic

OCTOBER 17, 2018

apply(lambda path: path.split('/')[-2]) # use the model version to construct a filename filename = 'Faces_v' + str(version) mlmodel_filename = filename + '.mlmodel' Deployment to an AWS Beanstalk. For this example, though, we will just be using AWS Beanstalk. Next is the training function: .

Machine Learning 48

Machine Learning Artificial Inteligence How To Training 48

Stackery

JULY 1, 2020

Modern applications are constructed via collections of managed services. Lambda Function ? Resource-Level Access Controls are granted in AWS via IAM statements. In the above example, we are adding permission for a Lambda Function to create, read, update, and delete items inside the table. AWS Secrets Manager ).

Serverless 72

Serverless AWS Lambda Authentication 72

Honeycomb

JANUARY 18, 2024

Namespaces Our microservice application runs in AWS, so inevitably, we use S3 a lot. and also aws.dynamodb.index_name defining an attribute under a branch from the top level aws namespace. It’s not just some bytes that you can do text manipulation on, it is representing specifically an AWS S3 bucket. bucket.name , aws.s3.bucket

Microservices 71

Microservices Weak Development Team AWS Engineering 71

Capgemini

DECEMBER 10, 2020

As a solutions architect who helps clients transform their analytics capabilities via Amazon Web Services (AWS), I’ve identified two key considerations that should be addressed to boost success. This utilizes AWS Step Functions to sequence AWS Lambda Functions in a serverless way. AWS SQS would even work well here.

Analytics 52

Analytics Cloud AWS Serverless 52

CloudGeometry

FEBRUARY 7, 2022

The AWS Well-Architected Framework is one such approach that helps adopt architectural best practices (whether or not you run on AWS) and adapt continuously. Isolation vs. Authentication & Authorization Isolation is a fundamental choice in a SaaS architecture because security and reliability are not a single construct.

Architecture 130

Architecture Policies Resources Construction 130

Altexsoft

JUNE 1, 2020

You will also learn what are the essential building blocks of a data lake architecture, and what cloud-based data lake options are available on AWS, Azure, and GCP. Data Lake on AWS. You can also choose to construct a data lake that is customized to your needs by selecting and integrating services although this requires more expertise.

Data 69

Data Cloud Azure Storage 69

O'Reilly Media - Ideas

MAY 3, 2022

A virtual art museum for NFTs is still under construction, but it exists, and you can visit it. QR codes are awful. Are they less awful when they’re animated ? It doesn’t sound like it should work, but playing games with the error correction built into the standard allows the construction of animated QR codes.

Artificial Inteligence 103

Artificial Inteligence Trends Energy Software Review 103

O'Reilly Media - Ideas

MAY 19, 2020

So we constructed a survey and ran it earlier this year: from January 9th through January 31st, 2020. AWS is far and away the cloud leader, followed by Azure (at more than half of share) and Google Cloud. But most Azure and GCP users also use AWS; the reverse isn’t necessarily true. Amazon and AWS Ascendant.

Cloud 143

Cloud Microservices Serverless Survey 143

Modus Create

APRIL 19, 2022

Most popular cloud providers are supported, such as AWS Lambda, Cloudflare, Vercel, or a custom Express server. Instead, they construct a content hierarchy. This doesn’t mean that you need to hardcode all the routes, but the system rewards those who plan ahead. . The Significance of Nested Routes.

Serverless 52

Serverless Software Review Systems Review Video 52

Altexsoft

NOVEMBER 27, 2018

Some IDEs feature version control, code search, language support, and a visual programming module, as well as options for full-stack development and GUI construction. Amazon Web Services Lambda (AWS) is a tool for serverless deployment of applications and services of any type. Aside from JavaScript, AWS supports C# and Python.

Tools 72

Tools Development Software Review Open Source 72

Modus Create

OCTOBER 1, 2019

Ionic 4 web components retain native-like platform UX, allowing engineers the freedom to construct layouts instead of worrying about inconsistencies. While Workers share similarities with other serverless compute providers like AWS Lambda, there are places where we can easily distinguish the differences.

UI/UX 14

UI/UX Serverless Lambda Performance 14

O'Reilly Media - Ideas

JANUARY 25, 2021

Because we’re doing simple pattern matching against titles, usage for “AWS security” is a subset of the usage for “security.” in 2008 and continuing with Java 8 in 2014, programming languages have added higher-order functions (lambdas) and other “functional” features. AWS Lambda) only change the nature of the beast.

Programming 145

Programming Cloud Artificial Inteligence Machine Learning 145