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Observability in Cloud Computing

Learn about Observability in this comprehensive Cloud Computing tutorial. Proactive monitoring.

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1Cost Management

CloudWatch Custom Metrics and high-retention Log Groups can become expensive. Set expiration policies on your Log Groups (e.g., delete after 30 days) to prevent infinite storage costs.

2Step-by-Step Breakdown

What is CloudWatch?. A monitoring and observability service that provides data and actionable insights to monitor your applications and optimize resource utilization.

CloudWatch Metrics. Metrics represent a time-ordered set of data points. AWS automatically provides metrics like EC2 CPU utilization, RDS database connections, and S3 bucket size.

Standard vs Detailed Monitoring. By default, EC2 metrics are reported every 5 minutes (Standard). You can pay to enable Detailed Monitoring, which reports every 1 minute.

Custom Metrics. You aren't limited to AWS metrics. Your application code can push Custom Metrics to CloudWatch, like 'Number of items sold' or 'Login failures'.

Knowledge Check. By default, how frequently are Amazon EC2 standard metrics sent to CloudWatch?

  • Every 1 minute
  • Every 5 minutes

CloudWatch Logs. Centralized storage for your application logs. You install the CloudWatch Agent on EC2, and it streams /var/log/syslog directly to the cloud.

Log Insights. A powerful query language allowing you to search through terabytes of log data instantly to find specific errors or IPs.

CloudWatch Alarms. Alarms watch a single metric and perform actions based on a threshold you define.

Alarm Actions. When an alarm is triggered, it can send an SNS email to your phone, trigger an Auto Scaling Group to add instances, or even reboot an EC2 instance.

Summary. Metrics tell you what's happening. Logs tell you why. Alarms take action.

Pascual Vila

Pascual Vila

Frontend Instructor // Code Syllabus

Common Pitfalls & Errors

The Error //

Creating alarms on metrics without ever testing that they actually notify anyone

aws cloudwatch set-alarm-state --alarm-name high-cpu --state-value ALARM --state-reason "testing"

The Solution //

An alarm wired to an SNS topic with no confirmed subscriber, or with a Lambda action that silently fails, gives a false sense of monitoring coverage. Trigger every alarm at least once in a non-prod environment to confirm the notification actually reaches a human or on-call system.

The Error //

Letting log groups retain data forever with no retention policy

aws logs put-retention-policy --log-group-name /my-app/prod --retention-in-days 30

The Solution //

By default, CloudWatch Logs groups never expire, silently accumulating storage cost indefinitely. Set an explicit retention period on every log group based on how long you actually need to look back.

Lesson Glossary

[01]Metric

Time-series data point.

Code Preview
// Metric context

[02]Log Group

Collection of log streams.

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// Log Group context

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