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Google Professional-Cloud-DevOps-Engineer Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Implementing observability and troubleshooting	20%	- 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 - Troubleshoot complex issues 1. Isolate problems across layers 2. Analyze performance and latency 3. Trace requests end-to-end - Optimize observability strategy 1. Reduce noise and prioritize signals 2. Integrate observability into development 3. Scale monitoring for large environments
Topic 2: 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. Manage pipeline secrets and credentials 2. Automate build, test, and deployment stages 3. Enforce security scanning and compliance checks - Design CI/CD pipelines 1. Plan pipelines for apps, infrastructure, ML workloads 2. Support hybrid/multi-cloud deployment 3. Integrate artifact management
Topic 3: Bootstrapping and maintaining a Google Cloud organization	20%	- Manage configuration and deployment 1. Automate resource provisioning 2. Enforce consistency across environments 3. Use Infrastructure as Code tools - Set up governance and compliance 1. Manage resource quotas and limits 2. Implement organization policies 3. Configure audit logging and monitoring - Design resource hierarchy 1. Plan shared networking and connectivity 2. Organize resources by project/folder/application 3. Define IAM policies and access control
Topic 4: Optimizing performance and cost	17%	- Improve system performance 1. Tune applications and infrastructure 2. Optimize resource allocation 3. Use caching and content delivery - Balance cost, performance, and reliability 1. Plan capacity and scaling 2. Make tradeoff decisions based on data 3. Optimize over time - Apply FinOps practices 1. Right-size resources and eliminate waste 2. Monitor and analyze cloud costs 3. Use spot instances and committed use discounts
Topic 5: Applying site reliability engineering practices	18%	- Design for resilience 1. Automate remediation and self-healing 2. Plan redundancy and fault tolerance 3. Test failure scenarios and recovery - 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. Establish SLIs, SLOs, SLAs 3. Align reliability with business needs

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Google Cloud Certified - Professional Cloud DevOps Engineer Exam Sample Questions (Q202-Q207):

NEW QUESTION # 202
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. Leverage a continuous build pipeline that produces multiple versions of the secret for each instance of the application.
B. Inject the secret at the time of instance creation via an encrypted configuration management system.
C. Integrate the application with a Single sign-on (SSO) system and do not expose secrets to the application
D. Store the encryption keys in Cloud Key Management Service (KMS) and rotate the keys frequently

Answer: D

NEW QUESTION # 203
You have a pool of application servers running on Compute Engine. You need to provide a secure solution that requires the least amount of configuration and allows developers to easily access application logs for troubleshooting. How would you implement the solution on GCP?

A. * Deploy the Stackdriver logging agent to the application servers.
* Give the developers the IAM Logs Viewer role to access Stackdriver and view logs.
B. * Deploy the Stackdriver monitoring agent to the application servers.
* Give the developers the IAM Monitoring Viewer role to access Stackdriver and view metrics.
C. * Deploy the Stackdriver logging agent to the application servers.
* Give the developers the IAM Logs Private Logs Viewer role to access Stackdriver and view logs.
D. * Install the gsutil command line tool on your application servers.
* Write a script using gsutil to upload your application log to a Cloud Storage bucket, and then schedule it to run via cron every 5 minutes.
* Give the developers IAM Object Viewer access to view the logs in the specified bucket.

Answer: A

Explanation:
https://cloud.google.com/logging/docs/audit#access-control

NEW QUESTION # 204
You are creating and assigning action items in a postmodern for an outage. The outage is over, but you need to address the root causes. You want to ensure that your team handles the action items quickly and efficiently.
How should you assign owners and collaborators to action items?

A. Assign multiple owners for each item to guarantee that the team addresses items quickly
B. Assign the team lead as the owner for all action items because they are in charge of the SRE team.
C. Assign one owner for each action item and any necessary collaborators.
D. Assign collaborators but no individual owners to the items to keep the postmortem blameless.

Answer: C

Explanation:
Explanation
https://devops.com/when-it-disaster-strikes-part-3-conducting-a-blameless-post-mortem/

NEW QUESTION # 205
You work for a global organization and run a service with an availability target of 99% with limited engineering resources. For the current calendar month you noticed that the service has 99 5% availability. You must ensure that your service meets the defined availability goals and can react to business changes including the upcoming launch of new features You also need to reduce technical debt while minimizing operational costs You want to follow Google-recommended practices What should you do?

A. Allocate available engineers to the feature backlog while you ensure that the sen/ice remains within the availability target
B. Add N+1 redundancy to your service by adding additional compute resources to the service
C. Define an error budget for your service level availability and minimize the remaining error budget
D. Identify, measure and eliminate toil by automating repetitive tasks

Answer: C

NEW QUESTION # 206
You support a user-facing web application. When analyzing the application's error budget over the previous six months, you notice that the application has never consumed more than 5% of its error budget in any given time window. You hold a Service Level Objective (SLO) review with business stakeholders and confirm that the SLO is set appropriately. You want your application's SLO to more closely reflect its observed reliability.
What steps can you take to further that goal while balancing velocity, reliability, and business needs? (Choose two.)

A. Add more serving capacity to all of your application's zones.
B. Tighten the SLO match the application's observed reliability.
C. Announce planned downtime to consume more error budget, and ensure that users are not depending on a tighter SLO.
D. Have more frequent or potentially risky application releases.
E. Implement and measure additional Service Level Indicators (SLIs) fro the application.

Answer: C,E

Explanation:
Explanation
https://sre.google/sre-book/service-level-objectives/
You want the application's SLO to more closely reflect it's observed reliability. The key here is error budget never goes over 5%. This means they can have additional downtime and still stay within their budget.

NEW QUESTION # 207
......

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