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Achieve Cloud-Native Observability on Google Kubernetes Engine with Dynatrace
In my previous article, I explored the observability and monitoring tools for managing microservices architectures on Google Kubernetes Engine (GKE). In this article, I will compare these tools with Dynatrace’s Cloud Native Full-Stack deployment, focusing on how each… Read More
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Log Analytics and Monitoring for Google Kubernetes Engine (GKE) with Hipster Shop
This blog will guide you through setting up log analytics, monitoring and alert for a Google Kubernetes Engine (GKE) cluster using the Hipster Shop Observability Demo Application as reference. 1. Introduction to Kubernetes Monitoring and Log Analytics Monitoring… Read More
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Dynatrace Grail: A Revolutionary Data Platform for Observability
In my previous blogs, I explored how to enhance observability in AWS environment by ingesting logs and metrics to Dynatrace. Now I will dive deeper into one of Dynatrace’s most revolutionary features: Dynatrace Grail. This cutting-edge observability data… Read More
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Implementing AWS X-Ray for Tracing and Debugging Your Application
Observability plays a crucial role in understanding, maintaining, and optimizing complex systems in the realm of Site Reliability Engineering (SRE). It enables SREs to gain deep insights into the internal workings of systems by analyzing outputs such as… Read More
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Enhancing Observability with AWS OpenSearch
Introduction Observability is a key pillar in Site Reliability Engineering (SRE) that involves monitoring systems, identifying anomalies, troubleshooting issues, and ensuring seamless operations of services. SREs strive to maintain a balance between deploying new features rapidly and maintaining… Read More
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How to monitor AWS environment with Dynatrace using ActiveGate
Introduction In my previous post, I discussed using Amazon Data Firehose and CloudWatch Metric Streams to ingest metrics into Dynatrace. In this post, I’ll compare this method with another approach: using the Dynatrace ActiveGate agent. I’ll also walk… Read More
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How to Ingest CloudWatch Metrics to Dynatrace Using Amazon Data Firehose and CloudWatch Metric Stream
Monitoring the performance of your AWS ECS (Elastic Container Service) cluster is crucial to ensure your application operates efficiently, especially under varying workloads. While AWS CloudWatch provides robust tools for tracking metrics, you can enhance your observability by… Read More
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Managing Infrastructure as Code (IaC) With Terraform
When managing AWS resources, it’s common to start with resources created manually or by other tools. As you begin adopting Infrastructure as Code (IaC) with Terraform, importing these existing resources becomes necessary. In this blog, we’ll explore how… Read More
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Implement RAG with AWS Bedrock and MongoDB Atlas
While exploring AI use cases, I discovered Retrieval-Augmented Generation (RAG). This technique in natural language processing merges information retrieval with text generation. By doing so, it boosts the abilities of language models to generate responses not just from… Read More
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Deploy MongoDB and Mongo Express on Kubernetes Cluster
In this setup guide, I will deploy a MongoDB and Mongo Express application on AWS Kubernetes Cluster (EKS). EKS is a managed Kubernetes service that makes it easier to run Kubernetes on AWS. Using EKS offers the following… Read More
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Building a Serverless Event-Driven Order Fulfillment System using AWS EventBridge (Part 2)
This is part 2 of my last post, “Building a Serverless Event-Driven Order Fulfillment System using AWS Event Bridge“. In Part 1, I’ve already setup the infrastructure to accept orders and publish them as events to EventBridge, along… Read More
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Building a Serverless Event-Driven Order Fulfillment System using AWS EventBridge (Part 1)
In this blog post, I will walk through the journey to build a simple order fulfillment system using an Event-Driven Architecture (EDA). EDA is an architecture pattern designed to decouple and decentralize application components by allowing loosely couple… Read More
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Stock Price Prediction using Machine Learning
In this project, I will explore using Machine Learning to forecast future stock prices. By leveraging AWS SageMaker Canvas, I’ll build a stock prediction model using time series forecasting and then visualize the results with AWS QuickSight. Step1… Read More
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Use AWS CodePipeline CI/CD to automate Unit Test and Deploy Lambda Function
In this guide, I will walk you through setting up a Continuous Integration and Continuous Deployment (CI/CD) pipeline. This pipeline will automate unit testing and deploy your code to an AWS Lambda function using AWS CodePipeline, CodeBuild and… Read More
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Provisioning an EKS cluster using Terraform
In this exercise, I will deploy an AWS Elastic Kubernetes Service (EKS) cluster using Terraform and configure kubectl to verify the cluster is ready to use. Kubernetes is an open-source container orchestration system used to manage and deploy… Read More
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