Testing, Tools, and Frameworks Resources

Leveraging Apache Airflow on AWS EKS (Part 2): Implementing Data Orchestration Solutions

In part two of this series, take an in-depth look at Apache Airflow, and how it can address the problem of orchestrating cloud-based data.

May 13, 2024

by Karthik Rajashekaran

CORE

· 2,711 Views · 2 Likes

Monte Carlo Simulations at Scale: Stock Price Prediction

Learn how to use AWS Batch to run Monte Carlo simulations efficiently and at scale, with a practical example from the financial sector (stock price prediction).

May 13, 2024

by Sai Sharanya Nalla

· 2,478 Views · 4 Likes

Convert Your Code From Jupyter Notebooks To Automated Data and ML Pipelines Using AWS

Learn how to convert your code from Jupyter Notebooks into scripts and build automated data and ML pipelines using AWS Glue and Amazon SageMaker.

May 11, 2024

by Sai Sharanya Nalla

· 4,674 Views · 4 Likes

Optimize Your Machine Learning Batch Inference Jobs Using AWS

Learn how to optimize your data and ML batch processing jobs using AWS services like AWS Batch, Amazon FSx for Lustre, Amazon ECR, and S3.

May 10, 2024

by Sai Sharanya Nalla

· 2,726 Views · 4 Likes

Unleashing Serverless Computing With Azure Functions: Advantages, Best Practices and Scope

Scaling computing resources while engineers can solely focus on core application development is a revolutionary promise of serverless computing.

May 10, 2024

by Yash Mehta

· 2,092 Views · 1 Like

Blue/Green Deployments on AWS Using Terraform

Uncover a complete guide on blue/green deployment on AWS utilizing Terraform. Learn step-by-step implementation, and strategies to smooth practices.

May 10, 2024

by Nitin Yadav

· 2,599 Views · 1 Like

Lessons On Secrets Security From Datadog Research

Explore security findings from Datadog's research into recent attacks, highlighting two sophisticated attack methods and vital lessons in secret security.

May 9, 2024

by Dwayne McDaniel

· 2,207 Views · 1 Like

Functional Testing for Ensuring Failsafe Operation of SaaS Applications

Preparing SaaS-driven software for release? Explore how functional testing can help cope with this task and mitigate business risks.

May 9, 2024

by Pavel Novik

· 1,988 Views · 2 Likes

Leveraging Apache Airflow on AWS EKS (Part 1): Foundations of Data Orchestration in the Cloud

Follow an in-depth look at Apache Airflow, and how it can address the problem of orchestrating cloud-based data.

May 8, 2024

by Karthik Rajashekaran

CORE

· 3,523 Views · 2 Likes

Mastering Unit Testing and Test-Driven Development in Java

By leveraging unit testing and TDD in Java with JUnit, developers can produce high-quality software that's easier to maintain and extend over time.

May 8, 2024

by Maic Moerser

· 6,216 Views · 13 Likes

People use widgets on a daily basis. In this article, the author will explain, step-by-step, how to create a simple home screen widget for Android.

May 8, 2024

by Ivan Krygin

· 28,132 Views · 1 Like

Optimizing AWS Costs Through Advanced Machine Learning Solutions

Integration of Machine Learning into AWS cost optimization can result in noteworthy cost reduction and achieving the maximum value of cloud investments.

May 8, 2024

by Karthik Rajashekaran

CORE

· 2,581 Views · 5 Likes

Analyze Your ALB/NLB Logs With ClickHouse

Explore AWS Load Balancer Logs with ClickHouse for efficient log analysis and implement a scalable solution to analyze AWS NLB or ALB access logs in real time.

May 7, 2024

by Andrei Tserakhau

· 2,233 Views · 1 Like

Failure Is Required: Understanding Fail-Safe and Fail-Fast Strategies

Learn how embracing failure can improve your app's quality, leading to early error detection, robust error handling, and better overall stability.

May 7, 2024

by Shai Almog

CORE

· 2,477 Views · 3 Likes

Deploy an AWS Lambda Function Using Amazon Q

Amazon Q is a generative AI-powered assistant. No browser tabs were used to get this done (except when searching for funny pics for this blog).

May 7, 2024

by Abhishek Gupta

CORE

· 2,558 Views · 1 Like

Implementing EKS Multi-Tenancy Using Capsule (Part 4)

Take a deep dive into security policy verification use cases by configuring security policy engines like Kyverno or Open Gatekeeper.

May 6, 2024

by Phani Krishna Kollapur Gandla

· 2,591 Views · 2 Likes

Cypress vs. React Testing Library

Cypress and React Testing Library are both popular testing frameworks used for testing React applications, but they have different approaches and use cases.

May 6, 2024

by Hamid Akhtar

· 2,090 Views · 1 Like

Vector Databases for Generative AI Applications

This post details a recent talk from a session at GIDS 2024 and provides a deeper look into the fundamentals of vector databases for Generative AI applications.

May 6, 2024

by Abhishek Gupta

CORE

· 3,031 Views · 2 Likes

Implementing EKS Multi-Tenancy Using Capsule (Part 3)

Understand how to configure namespace options, resource quotas, and limit ranges, network policies for the tenants. Verify cross-tenant and cross-cluster communications.

May 4, 2024

by Phani Krishna Kollapur Gandla

· 3,948 Views · 2 Likes

Implementing EKS Multi-Tenancy Using Capsule (Part 2)

Learn how to create single or multiple tenants on EKS cluster with single or multiple AWS IAM users as tenant owners using the Capsule framework.

May 3, 2024

by Phani Krishna Kollapur Gandla

· 2,501 Views · 1 Like

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