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| Section | Weight | Objectives |
|---|
| Implementing observability and troubleshooting | 20% | - Optimize observability strategy
- 1. Integrate observability into development
- 2. Reduce noise and prioritize signals
- 3. Scale monitoring for large environments
- Build monitoring and logging systems
- 1. Create dashboards and alerts
- 2. Collect and analyze metrics, logs, traces
- 3. Use Cloud Monitoring, Cloud Logging, Cloud Trace
- Troubleshoot complex issues
- 1. Isolate problems across layers
- 2. Trace requests end-to-end
- 3. Analyze performance and latency
|
| Building and implementing CI/CD pipelines | 25% | - Optimize and maintain pipelines
- 1. Improve speed and reliability
- 2. Handle rollbacks and versioning
- 3. Monitor pipeline performance
- Implement and secure pipelines
- 1. Enforce security scanning and compliance checks
- 2. Manage pipeline secrets and credentials
- 3. Automate build, test, and deployment stages
- Design CI/CD pipelines
- 1. Plan pipelines for apps, infrastructure, ML workloads
- 2. Integrate artifact management
- 3. Support hybrid/multi-cloud deployment
|
| Applying site reliability engineering practices | 18% | - Manage incidents and outages
- 1. Perform postmortems and root cause analysis
- 2. Implement improvements to prevent recurrence
- 3. Detect and respond to issues quickly
- Define reliability goals
- 1. Use error budgets to balance change and stability
- 2. Align reliability with business needs
- 3. Establish SLIs, SLOs, SLAs
- Design for resilience
- 1. Automate remediation and self-healing
- 2. Plan redundancy and fault tolerance
- 3. Test failure scenarios and recovery
|
| 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. Monitor and analyze cloud costs
- 2. Right-size resources and eliminate waste
- 3. Use spot instances and committed use discounts
- Improve system performance
- 1. Optimize resource allocation
- 2. Tune applications and infrastructure
- 3. Use caching and content delivery
|
| Bootstrapping and maintaining a Google Cloud organization | 20% | - Manage configuration and deployment
- 1. Enforce consistency across environments
- 2. Use Infrastructure as Code tools
- 3. Automate resource provisioning
- 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. Organize resources by project/folder/application
- 2. Define IAM policies and access control
- 3. Plan shared networking and connectivity
|
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Google Cloud Certified - Professional Cloud DevOps Engineer Exam Sample Questions (Q92-Q97):
NEW QUESTION # 92
You are currently planning how to display Cloud Monitoring metrics for your organization's Google Cloud projects. Your organization has three folders and six projects:

You want to configure Cloud Monitoring dashboards lo only display metrics from the projects within one folder You need to ensure that the dashboards do not display metrics from projects in the other folders You want to follow Google-recommended practices What should you do?
- A. Use the current app-one-prod project as the scoping project
- B. Create new scoping projects for each folder
- C. Use the current app-one-dev, app-one-staging and app-one-prod projects as the scoping project for each folder
- D. Create a single new scoping project
Answer: D
Explanation:
The best option for configuring Cloud Monitoring dashboards to only display metrics from the projects within one folder is to create new scoping projects for each folder. A scoping project is a project that defines which resources are monitored by Cloud Monitoring. You can create new scoping projects for each folder by using the gcloud monitoring register-project command. This way, you can associate each scoping project with a folder and only monitor the resources within that folder. You can then configure Cloud Monitoring dashboards to use the scoping projects as data sources and only display metrics from the projects within one folder.
NEW QUESTION # 93
You are monitoring a service that uses n2-standard-2 Compute Engine instances that serve large files. Users have reported that downloads are slow. Your Cloud Monitoring dashboard shows that your VMS are running at peak network throughput. You want to improve the network throughput performance. What should you do?
- A. Change the machine type for your VMS to n2-standard-8.
- B. Deploy a Cloud NAT gateway and attach the gateway to the subnet of the VMS.
- C. Deploy the Ops Agent to export additional monitoring metrics.
- D. Add additional network interface controllers (NICs) to your VMS.
Answer: A
Explanation:
Explanation
The correct answer is C. Change the machine type for your VMs to n2-standard-8.
According to the Google Cloud documentation, the network throughput performance of a Compute Engine VM depends on its machine type1. The n2-standard-2 machine type has a maximum egress bandwidth of 4 Gbps, which can be a bottleneck for serving large files. By changing the machine type to n2-standard-8, you can increase the maximum egress bandwidth to 16 Gbps, which can improve the network throughput performance and reduce the download time for users. You also need to enable per VM Tier_1 networking performance, which is a feature that allows VMs to achieve higher network performance than the default settings2.
The other options are incorrect because they do not improve the network throughput performance of your VMs. Option A is incorrect because Cloud NAT is a service that allows private IP addresses to access the internet, but it does not increase the network bandwidth or speed3. Option B is incorrect because adding additional network interfaces (NICs) or IP addresses per NIC does not increase ingress or egress bandwidth for a VM1. Option D is incorrect because deploying the Ops Agent can help you monitor and troubleshoot your VMs, but it does not affect the network throughput performance4.
NEW QUESTION # 94
You need to deploy a new service to production. The service needs to automatically scale using a Managed Instance Group (MIG) and should be deployed over multiple regions. The service needs a large number of resources for each instance and you need to plan for capacity. What should you do?
- A. Deploy the service in one region and use a global load balancer to route traffic to this region.
- B. Monitor results of Stackdriver Trace to determine the required amount of resources.
- C. Validate that the resource requirements are within the available quota limits of each region.
- D. Use the n1-highcpu-96 machine type in the configuration of the MIG.
Answer: A
NEW QUESTION # 95
You are running an application in a virtual machine (VM) using a custom Debian image. The image has the Stackdriver Logging agent installed. The VM has the cloud-platform scope. The application is logging information via syslog. You want to use Stackdriver Logging in the Google Cloud Platform Console to visualize the logs. You notice that syslog is not showing up in the "All logs" dropdown list of the Logs Viewer. What is the first thing you should do?
- A. Verify the VM service account access scope includes the monitoring.write scope.
- B. Look for the agent's test log entry in the Logs Viewer.
- C. SSH to the VM and execute the following commands on your VM: ps ax I grep fluentd
- D. Install the most recent version of the Stackdriver agent.
Answer: C
NEW QUESTION # 96
Your organization has a containerized web application that runs on-premises As part of the migration plan to Google Cloud you need to select a deployment strategy and platform that meets the following acceptance criteria
1 The platform must be able to direct traffic from Android devices to an Android-specific microservice
2 The platform must allow for arbitrary percentage-based traffic splitting
3 The deployment strategy must allow for continuous testing of multiple versions of any microservice What should you do?
- A. Deploy the canary release of the application to Cloud Run Use traffic splitting to direct 10% of user traffic to the canary release based on the revision tag
- B. Deploy the canary release of the application to App Engine Use traffic splitting to direct a subset of user traffic to the new version based on the IP address
- C. Deploy the canary release to Google Kubernetes Engine with Anthos Sen/ice Mesh Use traffic splitting to direct 10% of user traffic to the new version based on the user-agent header configured in the virtual service
- D. Deploy the canary release of the application to Compute Engine Use Anthos Service Mesh with Compute Engine to direct 10% of user traffic to the canary release by configuring the virtual service.
Answer: C
NEW QUESTION # 97
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