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Guarding the Genome: Ensuring Security Compliance for Genomic Data on AWS

2025-03-25T12:00:13+00:00

Introduction “Guard”? You’ve read the title and probably thought to yourself, “This sounds serious..."  If you have read the previous articles related to bioinformatics in AWS, you know we are dealing with biological data. If you haven't, you can check them out here as well. Due to the innovation of current technologies (AWS being one of them), there is also a rising need to ensure that these technologies comply with laws relating to privacy of genomic data. AWS for genomics provides scalable, secure, and cost-effective tools: Data transfer and storage - can transfer large volumes of genomic data to the [...]

Guarding the Genome: Ensuring Security Compliance for Genomic Data on AWS2025-03-25T12:00:13+00:00

Streamline your SageMaker Environments using Terraform

2025-03-23T14:34:21+00:00

Bookmarks Advantages of using Terraform in SageMaker AI Disadvantages of using Terraform in SageMaker AI Solution Overview Solution The high-level steps to implement this solution with Terraform Pre-requisites for provisioning SageMaker AI Studio with Terraform Create the S3 Bucket and DynamoDB for Remote State Establish the Terraform Project Structure for your SageMaker AI Make the required IAM Resources. Put in place Storage Resources (S3) Build Network Infrastructure via VPC. Deploy your SageMaker AI Resources using Terraform. Make the Outputs. To delete your SageMaker AI with Terraform [...]

Streamline your SageMaker Environments using Terraform2025-03-23T14:34:21+00:00

Pushing Application Logs from Amazon Lightsail to Amazon CloudWatch: A Step-by-Step Guide

2025-03-19T07:29:05+00:00

In my previous article, I mentioned how you can use your application logs hosted on an Amazon Lightsail instance to create a subscription filter in Amazon CloudWatch. But have you ever wondered how to push your application logs from your Lightsail instance to CloudWatch? Unlike in the EC2 instance, which allows you to easily modify the IAM role and attach the CloudWatchAgentServerPolicy, Amazon Lightsail lacks this capability in its default configuration. Pushing application logs to Amazon CloudWatch is invaluable for maintaining a robust monitoring system. It allows you to track application performance, diagnose issues in real-time, and gain deeper insights [...]

Pushing Application Logs from Amazon Lightsail to Amazon CloudWatch: A Step-by-Step Guide2025-03-19T07:29:05+00:00

How to Automate Storage and Memory Space Monitoring in Amazon EC2 with CloudWatch and Slack

2025-03-19T06:45:45+00:00

Managing resources effectively is crucial when operating in the cloud. One important aspect of managing Amazon EC2 instances is monitoring storage and memory usage. Storage space, primarily driven by Amazon Elastic Block Store (EBS), and memory (RAM) are two critical resources that need constant monitoring to avoid performance degradation and optimize costs. Fortunately, with Amazon CloudWatch and Slack, you can automate monitoring these resources and get notified when thresholds are crossed. This blog will guide you through setting up automated monitoring for disk utilization (EBS storage) and memory utilization (RAM) in Amazon EC2 using CloudWatch and Slack. Difference Between Storage [...]

How to Automate Storage and Memory Space Monitoring in Amazon EC2 with CloudWatch and Slack2025-03-19T06:45:45+00:00

Website Down? How to Manually Increase Amazon EBS Volume Size and Get Back Online Fast!

2025-03-10T18:24:14+00:00

It was a regular day, and everything was running smoothly—customers were browsing your website, orders were coming in, and business was booming. The server was handling traffic efficiently, and everything seemed to be operating as expected. But then, disaster struck—your website suddenly crashed. Panic set in as you scrambled to find out what had happened. Was it a DDoS attack? A misconfiguration? A sudden surge in traffic? You immediately logged into the AWS Management Console to investigate. Your EC2 instance was still running, the CPU and memory usage seemed normal, and there were no obvious signs of a system failure. [...]

Website Down? How to Manually Increase Amazon EBS Volume Size and Get Back Online Fast!2025-03-10T18:24:14+00:00

Seamless Monitoring: Get Slack Alerts for Every AWS Lambda Function Update

2025-02-28T10:10:47+00:00

Keeping track of updates in your AWS Lambda function seems like an easy task, but it is actually time-consuming. Leaving your Lambda function unattended after deployment may incur risks in missing crucial updates that may affect its overall performance and functionality. And most of the time, you also do development tasks which might limit your attention to these Lambda functions. That's why you must be informed whenever an update is made to your Lambda function. Whether done by yourself or by your teammates and collaborators, being informed of these changes will help you maintain its efficiency, especially when diagnosing issues [...]

Seamless Monitoring: Get Slack Alerts for Every AWS Lambda Function Update2025-02-28T10:10:47+00:00

SST: Effortless Full-Stack Deployment on AWS

2025-03-13T11:55:14+00:00

Thinking of other ways how to deploy your full-stack web applications to AWS? Well, there is open-source framework that we can use to deploy web applications to AWS without ever touching the AWS Console because we know how easy it is to get lost in the number of services AWS offers but no worries! If you are a developer and prefers to have their whole Infrastructure as Code (IaC), worry no more because today we will be diving into one of the best tools that you can use. SST or Serverless Stack is an open-source framework that allows you to [...]

SST: Effortless Full-Stack Deployment on AWS2025-03-13T11:55:14+00:00

AI-Driven Video Creation: How Luma AI Ray2 and Amazon Bedrock Are Transforming Content Production

2025-02-26T03:34:43+00:00

The video production landscape is experiencing significant changes driven by artificial intelligence (AI) and machine learning advancements. These technologies are transforming how video content is created and consumed, offering creators and businesses new avenues for visual storytelling. A key player in this evolution is Luma AI’s Ray2, an innovative AI-powered video generation model that revolutionizes video production when integrated with the robust features of Amazon Bedrock. Luma AI Ray2 in Amazon Bedrock enables the rapid creation of high-quality video content at scale, allowing creators to produce videos quickly and efficiently without the traditional barriers of time, cost, or expertise. This [...]

AI-Driven Video Creation: How Luma AI Ray2 and Amazon Bedrock Are Transforming Content Production2025-02-26T03:34:43+00:00

Creating a Self-Healing Mechanism for a Lightweight Website

2025-02-26T03:13:15+00:00

Downtime can be a major disruption for any website, but for lightweight websites like personal blogs or any type of static site, a simple restart of the instance might be all that's needed to resolve the issue. In this article, we'll walk through setting up a self-healing mechanism using AWS Lambda and Amazon EventBridge. This will automatically detect if your website is down, restart it, and send a notification to Slack. We'll also explore how Amazon CloudWatch can be used as a trigger for the Lambda function via a subscription filter and discuss some common causes of downtime or 5xx [...]

Creating a Self-Healing Mechanism for a Lightweight Website2025-02-26T03:13:15+00:00

DeepSeek in Amazon Bedrock: A Comprehensive Demo

2025-02-01T09:31:47+00:00

Bookmarks DeepSeek in Amazon Bedrock Workflow Overview DeepSeek in Amazon Bedrock Pre-requisites  Implementation Processes  As of January 2025, we’re seeing too much news about DeepSeek AI features in many media outlets, but how about implementing DeepSeek AI and AWS workloads? DeepSeek AI in Amazon Bedrock Anyone? Well, one of the most interesting NLPs that sparked this January 2025 is DeepSeek Multimodal AI. There are many that claim it has higher chances to exceed the top-level benchmark models, such as OpenAI, Anthropic, and many more. This is with the claim of being cost-effective and giving [...]

DeepSeek in Amazon Bedrock: A Comprehensive Demo2025-02-01T09:31:47+00:00

AWS, Azure, and GCP Certifications are consistently among the top-paying IT certifications in the world, considering that most companies have now shifted to the cloud. Upskill and earn over $150,000 per year with an AWS, Azure, or GCP certification!

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