AWS Certified DevOps
1 Domain 1: SDLC Automation
1.1 Continuous Integration and Continuous Deployment (CICD)
1.1 1 Design and implement CICD pipelines
1.1 2 Manage code repositories
1.1 3 Implement deployment strategies
1.2 Infrastructure as Code (IaC)
1.2 1 Define and deploy infrastructure using AWS CloudFormation
1.2 2 Manage and modularize templates
1.2 3 Implement service and infrastructure bluegreen deployments
1.3 Configuration Management
1.3 1 Automate configuration management
1.3 2 Implement and manage configuration changes
1.3 3 Implement and manage infrastructure changes
1.4 Monitoring and Logging
1.4 1 Design and implement logging and monitoring
1.4 2 Analyze and troubleshoot issues
1.4 3 Implement and manage alarms and notifications
2 Domain 2: Configuration Management and Infrastructure as Code
2.1 Infrastructure as Code (IaC)
2.1 1 Define and deploy infrastructure using AWS CloudFormation
2.1 2 Manage and modularize templates
2.1 3 Implement service and infrastructure bluegreen deployments
2.2 Configuration Management
2.2 1 Automate configuration management
2.2 2 Implement and manage configuration changes
2.2 3 Implement and manage infrastructure changes
2.3 Version Control
2.3 1 Manage code repositories
2.3 2 Implement version control strategies
2.3 3 Manage branching and merging
3 Domain 3: Monitoring and Logging
3.1 Monitoring
3.1 1 Design and implement monitoring
3.1 2 Implement and manage alarms and notifications
3.1 3 Analyze and troubleshoot issues
3.2 Logging
3.2 1 Design and implement logging
3.2 2 Analyze and troubleshoot issues
3.2 3 Implement and manage log retention and archival
3.3 Metrics and Dashboards
3.3 1 Design and implement metrics collection
3.3 2 Create and manage dashboards
3.3 3 Analyze and troubleshoot performance issues
4 Domain 4: Policies and Standards Automation
4.1 Security and Compliance
4.1 1 Implement and manage security policies
4.1 2 Implement and manage compliance policies
4.1 3 Automate security and compliance checks
4.2 Cost Management
4.2 1 Implement and manage cost optimization strategies
4.2 2 Automate cost monitoring and alerts
4.2 3 Analyze and troubleshoot cost issues
4.3 Governance
4.3 1 Implement and manage governance policies
4.3 2 Automate governance checks
4.3 3 Analyze and troubleshoot governance issues
5 Domain 5: Incident and Event Response
5.1 Incident Management
5.1 1 Design and implement incident management processes
5.1 2 Automate incident detection and response
5.1 3 Analyze and troubleshoot incidents
5.2 Event Management
5.2 1 Design and implement event management processes
5.2 2 Automate event detection and response
5.2 3 Analyze and troubleshoot events
5.3 Root Cause Analysis
5.3 1 Perform root cause analysis
5.3 2 Implement preventive measures
5.3 3 Analyze and troubleshoot root cause issues
6 Domain 6: High Availability, Fault Tolerance, and Disaster Recovery
6.1 High Availability
6.1 1 Design and implement high availability architectures
6.1 2 Implement and manage load balancing
6.1 3 Analyze and troubleshoot availability issues
6.2 Fault Tolerance
6.2 1 Design and implement fault-tolerant architectures
6.2 2 Implement and manage failover strategies
6.2 3 Analyze and troubleshoot fault tolerance issues
6.3 Disaster Recovery
6.3 1 Design and implement disaster recovery strategies
6.3 2 Implement and manage backup and restore processes
6.3 3 Analyze and troubleshoot disaster recovery issues
4.2.3 Analyze and Troubleshoot Cost Issues Explained

Analyze and Troubleshoot Cost Issues Explained

Key Concepts

Detailed Explanation

Cost Monitoring

Cost monitoring involves continuously tracking expenses related to AWS resources. This helps in identifying trends, optimizing spending, and ensuring that budgets are not exceeded. AWS provides tools like AWS Cost and Usage Reports and AWS Budgets for comprehensive cost monitoring.

Cost Allocation Tags

Cost allocation tags are user-defined tags that can be attached to AWS resources. These tags help in categorizing and tracking costs by different dimensions such as environment, department, or project. By using cost allocation tags, you can gain granular insights into your AWS spending.

AWS Cost Explorer

AWS Cost Explorer is a tool that allows you to visualize, understand, and manage your AWS costs and usage over time. It provides customizable reports and graphs that help in analyzing spending patterns, identifying cost drivers, and optimizing resource usage.

Reserved Instances

Reserved Instances (RIs) are a billing discount applied to the use of On-Demand Instances in your account. By pre-purchasing capacity reservations, you can achieve significant cost savings compared to On-Demand pricing. RIs are ideal for workloads with steady-state usage.

Spot Instances

Spot Instances allow you to request spare AWS computing capacity at a significantly reduced cost. These instances can be interrupted by AWS with a two-minute notification, making them suitable for fault-tolerant and flexible workloads. Spot Instances can provide substantial cost savings.

Cost Anomalies

Cost anomalies are unexpected spikes or deviations in AWS spending. These anomalies can be caused by various factors such as changes in resource usage, billing errors, or security incidents. AWS Cost Anomaly Detection helps in identifying and investigating such anomalies.

Examples and Analogies

Example: Cost Monitoring with AWS Budgets

Here is an example of setting up a cost monitoring budget using AWS Budgets:

{
    "BudgetLimit": {
        "Amount": "1000",
        "Unit": "USD"
    },
    "BudgetName": "MonthlyBudget",
    "TimeUnit": "MONTHLY",
    "CostFilters": {
        "Service": [
            "AmazonEC2"
        ]
    },
    "NotificationsWithSubscribers": [
        {
            "Notification": {
                "NotificationType": "ACTUAL",
                "ComparisonOperator": "GREATER_THAN",
                "Threshold": 80,
                "ThresholdType": "PERCENTAGE"
            },
            "Subscribers": [
                {
                    "SubscriptionType": "EMAIL",
                    "Address": "admin@example.com"
                }
            ]
        }
    ]
}
    

Example: Using Cost Allocation Tags

Here is an example of applying cost allocation tags to an EC2 instance:

aws ec2 create-tags --resources i-1234567890abcdef0 --tags Key=Environment,Value=Production Key=Department,Value=Engineering
    

Example: Analyzing Costs with AWS Cost Explorer

Here is an example of generating a cost report using AWS Cost Explorer:

aws ce get-cost-and-usage --time-period Start=2023-10-01,End=2023-10-31 --granularity MONTHLY --metrics "UnblendedCost" "UsageQuantity" --group-by Type=DIMENSION,Key=SERVICE
    

Example: Purchasing Reserved Instances

Here is an example of purchasing a Reserved Instance:

aws ec2 purchase-reserved-instances-offering --reserved-instances-offering-id 1a2b3c4d-5e6f-7g8h-9i0j-1k2l3m4n5o6p --instance-count 1 --limit-price Amount=0.05,CurrencyCode=USD
    

Example: Launching Spot Instances

Here is an example of launching a Spot Instance:

aws ec2 request-spot-instances --spot-price "0.05" --instance-count 1 --type "one-time" --launch-specification file://launch-specification.json
    

Analogy: Cost Management as Household Budgeting

Think of cost management in AWS as managing a household budget. Just as you track your monthly expenses to ensure you stay within your budget, you monitor AWS costs to stay within your spending limits. Cost allocation tags are like categorizing your expenses (e.g., groceries, utilities) to understand where your money is going. AWS Cost Explorer is like a financial dashboard that shows your spending trends. Reserved Instances are like pre-paying for a year's worth of utilities to get a discount. Spot Instances are like shopping for discounted items during a sale. Cost anomalies are like unexpected large expenses that need to be investigated and resolved.