Tag: Aws
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Getting started with Kubeflow on AWS using MiniKF
Posted on August 15, 2021, Level intermediate Resource Length short
The Kubeflow project was announced back in December 2017 and has since become a very popular machine learning platform with both data scientists and MLOps engineers. If you are new to the Kubeflow ecosystem and community, here's a quick rundown. By Jimmy Guerrero.
Tags app-development devops kubernetes containers aws
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Building well-architected serverless applications: Regulating inbound request rates
Posted on July 31, 2021, Level intermediate Resource Length medium
This series of blog posts uses the AWS Well-Architected Tool with the Serverless Lens to help customers build and operate applications using best practices. In each post, I address the serverless-specific questions identified by the Serverless Lens along with the recommended best practices. By Julian Wood.
Tags devops app-development cio aws cicd serverless
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Hardening Amazon EKS security with RBAC, secure IMDS, and audit logging
Posted on July 25, 2021, Level intermediate Resource Length medium
Misconfigurations in infrastructure as code (IaC) can be just as dangerous as vulnerabilities in code. Small mistakes in configuration can lead to the sensitive data being readable on the internet. By Kamil Potrec.
Tags infosec cio aws cloud kubernetes containers devops
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ETL pipeline from AWS DynamoDB to Aurora PostgreSQL
Posted on July 20, 2021, Level intermediate Resource Length long
In a world where an ever-increasing amount of data is being gathered, companies often find themselves without the tools to optimally use the often unstructured data they've gathered. By trackit.io.
Tags database big-data cloud aws mysql
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Behind the scenes of creating the world's biggest graph database
Posted on July 3, 2021, Level intermediate Resource Length long
How we'd decided to try and build the biggest graph database that has ever existed. By Chris Gioran.
Tags database queues search performance cloud devops aws streaming
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Using GitHub Actions to deploy serverless applications
Posted on June 30, 2021, Level beginner Resource Length medium
Continuous integration and continuous deployment (CI/CD) is one of the major DevOps components. This allows you to build, test, and deploy your applications rapidly and reliably, while improving quality and reducing time to market. By Gopi Krishnamurthy, senior solutions architect.
Tags aws devops serverless cicd app-development
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Save yourself a lot of pain (and money) by choosing your AWS Region wisely
Posted on June 18, 2021, Level beginner Resource Length long
Choosing an AWS region is the first decision you have to make when you set up your AWS components. You can't do anything in the AWS Management Console, SDK or CLI without choosing a region. Most AWS customers choose one based on proximity to themselves or to their end users, which sounds like a sensible thing to do. Price calculations using AWS Price List API (2021-05-26). By Ernesto Marquez.
Tags cloud software-architecture devops cio aws
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Extreme HTTP performance tuning: 1.2M API req/s on 4 vCPU EC2 instance
Posted on May 25, 2021, Level advanced Resource Length long
This post will walk you through the performance tuning steps that I took to serve 1.2 million JSON "API" requests per second from a 4 vCPU AWS EC2 instance. For the purposes of this recreated quest, we will ignore most of the dead ends and dark alleyways that I had to struggle through on my solo expedition. By Marc Richards.
Tags performance aws devops json programming cloud apis
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How to containerize a local DynamoDb
Posted on March 15, 2021, Level intermediate Resource Length medium
This is going to be a very quick tutorial. I am going to show you how you can use Docker to spin up a DynamoDb. By Phillip Ninan.
Tags serverless nosql docker devops aws
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DynamoDB checklist
Posted on March 14, 2021, Level intermediate Resource Length medium
DynamoDB is the leading serverless database in the AWS suite of offerings. It provides an easy to configure, high-performance, NoSQL database with low operational overhead and almost endless scalability. By SenseDeep.
Tags serverless nosql miscellaneous database aws
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Security logging in cloud environments - AWS
Posted on February 26, 2021, Level intermediate Resource Length long
If you had to architect a multi-account security logging strategy, where should you start? This blog, part of the "Continuous Visibility into Ephemeral Cloud Environments" series, will describe a design for a state of the art multi-account security-related logging platform in AWS. By Marco Lancini.
Tags cloud infosec monitoring aws
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AWS X-Ray in 5 minutes
Posted on February 20, 2021, Level beginner Resource Length short
X-Ray is AWS's distributed tracing system. What the hell is a distributed tracing system? That means that you can trace requests as they travel through your architecture. By John T Earl.
Tags distributed apis app-development aws monitoring web-development