Monitoring and Observability Resources for Engineers

A Beginner's Guide To Deploying Hugging Face Models on SageMaker: Unlocking AI Capabilities for NLP, CV, and Gen AI

Learn how to elevate your SageMaker endpoint for any Hugging Face model to run your GenAI or traditional Machine Learning models.

May 16, 2024

by Sai Sharanya Nalla

· 1,577 Views · 3 Likes

Using CloudTrail Lake To Enable Auditing of Enterprise Applications

CloudTrail Lake is an AWS security service that can be used to ingest and analyze audit events from enterprise applications.

May 16, 2024

by Balaji Nagarajan

· 2,901 Views · 4 Likes

Building Intelligent AI Agents Using Semantic Kernels and Azure OpenAI Models: A Step-By-Step Guide

In this article, we will look into the power of Semantic kernel C# SDK and Open AI combined to create intelligent AI agents.

May 16, 2024

by Naga Santhosh Reddy Vootukuri

CORE

· 3,825 Views · 4 Likes

Advanced Linux Troubleshooting Techniques for Site Reliability Engineers

Explore advanced troubleshooting techniques beyond basic tools and commands, focusing on kernel debugging, system call tracing, performance analysis, and eBPF.

May 15, 2024

by Prashanth Ravula

CORE

· 5,243 Views · 2 Likes

AWS To Azure Migration

Explore AWS to Azure migration challenges its mitigation plan, top tools, a detailed checklist, and best practices for cost optimization for success.

May 15, 2024

by Pritesh Patel

· 1,231 Views · 1 Like

Exploration on Azure Computer Vision Model To Build AI-Ready Web Applications

This article explains how to integrate computer vision SDK with JavaScript to develop custom models or use pre-built models to build intelligent web applications.

May 15, 2024

by Naga Santhosh Reddy Vootukuri

CORE

· 1,388 Views · 4 Likes

How You Can Use Logs To Feed Security

Learn how to leverage logs with tools and AI to enhance security, detect threats, manage costs, and capture all your data for proactive threat prevention.

May 14, 2024

by Alvin Lee

CORE

· 5,890 Views · 2 Likes

Leveraging Apache Airflow on AWS EKS (Part 3): Advanced Topics and Practical Use Cases

In part three of this series, take an in-depth look at Apache Airflow, including advanced topics and practical use cases.

May 14, 2024

by Karthik Rajashekaran

CORE

· 2,313 Views · 2 Likes

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

· 2,902 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

· 2,593 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

· 4,810 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

· 2,828 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

· 2,223 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

· 2,696 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

· 2,304 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

· 3,689 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

· 2,692 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

· 1,842 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

· 21,297 Views · 4 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

· 2,368 Views · 1 Like

The Latest Monitoring and Observability Topics