Monitoring and Observability Resources for Engineers

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

· 1,689 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

· 3,895 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

· 1,404 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

· 1,081 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

· 1,402 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

· 1,332 Views · 1 Like

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

· 1,538 Views · 2 Likes

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

· 1,614 Views · 5 Likes

Developers Get Real-Time Analytics for Observability and Anomaly Detection

StarTree empowers developers with real-time analytics for observability and anomaly detection, revolutionizing application performance and user experience.

May 8, 2024

by Tom Smith

CORE

· 1,134 Views · 1 Like

Operation and Network Administration Management of Telecom 5G Network Functions Using Openshift Kubernetes Tools

Learn how 5G Telecom Operators can adopt Prometheus, Grafana, and Alert Manager tools for monitoring and alerting their Network Functions in the Kubernetes cloud.

May 8, 2024

by BINU SUDHAKARAN PILLAI

· 2,834 Views · 1 Like

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

· 805 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

· 1,518 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

· 1,607 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

· 1,369 Views · 2 Likes

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

· 2,117 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

· 2,720 Views · 1 Like