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| Section | Weight | Objectives |
|---|
| Topic 1: Optimizing performance and cost | 17% | - Balance cost, performance, and reliability
- 1. Optimize over time
- 2. Plan capacity and scaling
- 3. Make tradeoff decisions based on data
- Apply FinOps practices
- 1. Right-size resources and eliminate waste
- 2. Monitor and analyze cloud costs
- 3. Use spot instances and committed use discounts
- Improve system performance
- 1. Use caching and content delivery
- 2. Optimize resource allocation
- 3. Tune applications and infrastructure
|
| Topic 2: Bootstrapping and maintaining a Google Cloud organization | 20% | - Manage configuration and deployment
- 1. Use Infrastructure as Code tools
- 2. Automate resource provisioning
- 3. Enforce consistency across environments
- Set up governance and compliance
- 1. Manage resource quotas and limits
- 2. Configure audit logging and monitoring
- 3. Implement organization policies
- Design resource hierarchy
- 1. Define IAM policies and access control
- 2. Plan shared networking and connectivity
- 3. Organize resources by project/folder/application
|
| Topic 3: Applying site reliability engineering practices | 18% | - Design for resilience
- 1. Test failure scenarios and recovery
- 2. Plan redundancy and fault tolerance
- 3. Automate remediation and self-healing
- Define reliability goals
- 1. Use error budgets to balance change and stability
- 2. Align reliability with business needs
- 3. Establish SLIs, SLOs, SLAs
- Manage incidents and outages
- 1. Detect and respond to issues quickly
- 2. Perform postmortems and root cause analysis
- 3. Implement improvements to prevent recurrence
|
| Topic 4: Implementing observability and troubleshooting | 20% | - Troubleshoot complex issues
- 1. Analyze performance and latency
- 2. Trace requests end-to-end
- 3. Isolate problems across layers
- Optimize observability strategy
- 1. Integrate observability into development
- 2. Scale monitoring for large environments
- 3. Reduce noise and prioritize signals
- Build monitoring and logging systems
- 1. Use Cloud Monitoring, Cloud Logging, Cloud Trace
- 2. Create dashboards and alerts
- 3. Collect and analyze metrics, logs, traces
|
| Topic 5: Building and implementing CI/CD pipelines | 25% | - Design CI/CD pipelines
- 1. Plan pipelines for apps, infrastructure, ML workloads
- 2. Support hybrid/multi-cloud deployment
- 3. Integrate artifact management
- Implement and secure pipelines
- 1. Manage pipeline secrets and credentials
- 2. Automate build, test, and deployment stages
- 3. Enforce security scanning and compliance checks
- Optimize and maintain pipelines
- 1. Monitor pipeline performance
- 2. Improve speed and reliability
- 3. Handle rollbacks and versioning
|
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Google Cloud Certified - Professional Cloud DevOps Engineer Exam Sample Questions (Q43-Q48):
NEW QUESTION # 43
You encounter a large number of outages in the production systems you support. You receive alerts for all the outages that wake you up at night. The alerts are due to unhealthy systems that are automatically restarted within a minute. You want to set up a process that would prevent staff burnout while following Site Reliability Engineering practices. What should you do?
- A. Redefine the related Service Level Objective so that the error budget is not exhausted.
- B. Create an incident report for each of the alerts.
- C. Eliminate unactionable alerts.
- D. Distribute the alerts to engineers in different time zones.
Answer: C
Explanation:
Eliminate bad monitoring : Unactionable alerts (i.e., spam)https://cloud.google.com/blog/products
/management-tools/meeting-reliability-challenges-with-sre-principles
agree with kyubiblaze about having to remove unactionable items aka spam: "good monitoring alerts on actionable problems" @https://cloud.google.com/blog/products/management-tools/meeting-reliability- challenges-with-sre-principles
NEW QUESTION # 44
Your team has recently deployed an NGINX-based application into Google Kubernetes Engine (GKE) and has exposed it to the public via an HTTP Google Cloud Load Balancer (GCLB) ingress. You want to scale the deployment of the application's frontend using an appropriate Service Level Indicator (SLI). What should you do?
- A. Configure the vertical pod autoscaler in GKE and enable the cluster autoscaler to scale the cluster as pods expand.
- B. Configure the horizontal pod autoscaler to use the average response time from the Liveness and Readiness probes.
- C. Expose the NGINX stats endpoint and configure the horizontal pod autoscaler to use the request metrics exposed by the NGINX deployment.
- D. Install the Stackdriver custom metrics adapter and configure a horizontal pod autoscaler to use the number of requests provided by the GCLB.
Answer: D
Explanation:
https://cloud.google.com/kubernetes-engine/docs/tutorials/autoscaling-metrics The Google Cloud HTTP Load Balancer (GCLB) provides metrics on the number of requests and the response latency for each backend service. These metrics can be used as custom metrics for the horizontal pod autoscaler (HPA) to scale the deployment based on the load. This is the correct solution to use an appropriate SLI for scaling.
NEW QUESTION # 45
You are deploying an application that needs to access sensitive information. You need to ensure that this information is encrypted and the risk of exposure is minimal if a breach occurs. What should you do?
- A. Integrate the application with a Single sign-on (SSO) system and do not expose secrets to the application
- B. Store the encryption keys in Cloud Key Management Service (KMS) and rotate the keys frequently
- C. Inject the secret at the time of instance creation via an encrypted configuration management system.
- D. Leverage a continuous build pipeline that produces multiple versions of the secret for each instance of the application.
Answer: B
Explanation:
Explanation
https://cloud.google.com/security-key-management
NEW QUESTION # 46
You support a popular mobile game application deployed on Google Kubernetes Engine (GKE) across several Google Cloud regions. Each region has multiple Kubernetes clusters. You receive a report that none of the users in a specific region can connect to the application. You want to resolve the incident while following Site Reliability Engineering practices. What should you do first?
- A. Use Stackdriver Logging to filter on the clusters in the affected region, and inspect error messages in the logs.
- B. Add an extra node pool that consists of high memory and high CPU machine type instances to the cluster.
- C. Use Stackdriver Monitoring to check for a spike in CPU or memory usage for the affected region.
- D. Reroute the user traffic from the affected region to other regions that don't report issues.
Answer: D
NEW QUESTION # 47
You are configuring the frontend tier of an application deployed in Google Cloud The frontend tier is hosted in ngmx and deployed using a managed instance group with an Envoy-based external HTTP(S) load balancer in front The application is deployed entirely within the europe-west2 region: and only serves users based in the United Kingdom. You need to choose the most cost-effective network tier and load balancing configuration What should you use?
- A. Premium Tier with a global load balancer
- B. Premium Tier with a regional load balancer
- C. Standard Tier with a regional load balancer
- D. Standard Tier with a global load balancer
Answer: B
NEW QUESTION # 48
......
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