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| Section | Objectives |
|---|
| Optimize performance and continuous delivery | - System performance optimization
- 1. Scaling strategies and load handling
- Monitoring and observability
- 1. Cloud Monitoring and Logging
- 2. Performance tuning and feedback loops
|
| Implement security and compliance | - Secure CI/CD pipelines
- 1. IAM and least privilege access
- 2. Secret and credential management
- Compliance and governance
- 1. Audit logging and policy enforcement
|
| Develop and implement CI/CD pipelines | - Automate build, test, and deployment processes
- 1. Deployment automation strategies
- 2. Release management practices
- Build and manage CI/CD pipelines using Google Cloud tools
- 1. Artifact repository management
- 2. Cloud Build pipeline design
|
| Implement site reliability engineering (SRE) practices | - Define and manage SLI, SLO, and SLA
- 1. Error budgets and monitoring strategies
- Incident management and postmortems
- 1. Alerting and on-call practices
|
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Google Cloud Certified - Professional Cloud DevOps Engineer Exam Sample Questions (Q201-Q206):
NEW QUESTION # 201
Your Cloud Run application writes unstructured logs as text strings to Cloud Logging. You want to convert the unstructured logs to JSON-based structured logs. What should you do?
- A. Install the log agent in the Cloud Run container image, and use the log agent to forward logs to Cloud Logging.
- B. A Install a Fluent Bit sidecar container, and use a JSON parser.
- C. Configure the log agent to convert log text payload to JSON payload.
- D. Modify the application to use Cloud Logging software development kit (SDK), and send log entries with a jsonPay10ad field.
Answer: D
NEW QUESTION # 202
You are leading a DevOps project for your organization. The DevOps team is responsible for managing the service infrastructure and being on-call for incidents. The Software Development team is responsible for writing, submitting, and reviewing code. Neither team has any published SLOs. You want to design a new joint-ownership model for a service between the DevOps team and the Software Development team. Which responsibilities should be assigned to each team in the new joint-ownership model?
- A. DevOps team responsibilitiesManage the service infrastructurePerform code reviewsSoftware Development team responsibilitiesSubmit code to be reviewed by the DevOps teamBe on-call for incidentsPublish the SLOs that the DevOps team must meet
- B. DevOps team responsibilitiesManage the service infrastructureBe on-call for incidentsPerform code reviewsSoftware Development team responsibilitiesSubmit code to be reviewed by the DevOps teamPublish the SLOs that the DevOps team must meet
- C. DevOps team responsibilitiesShared responsibilities for code reviewsSoftware Development team responsibilitiesManage the service infrastructureBe on-call for incidents on a rotation basisAdopt and publish SLOs for the serviceSubmit code to be reviewed
- D. DevOps team responsibilitiesManage the service infrastructureBe on-call for incidentsSoftware Development team responsibilitiesAdopt and publish SLOs for the serviceSubmit code to be reviewedShared responsibilities for code reviews
Answer: D
NEW QUESTION # 203
Your organization is running multiple Google Kubernetes Engine (GKE) clusters in a project. You need to design a highly-available solution to collect and query both domain-specific workload metrics and GKE default metrics across all clusters, while minimizing operational overhead. What should you do?
- A. Enable managed collection on every GKE cluster. Query the metrics in BigQuery.
- B. Use Prometheus Operator to install Prometheus in every cluster and scrape the metrics. Configure remote-write to one central Prometheus. Query the central Prometheus instance.
- C. Use Prometheus Operator to install Prometheus in every cluster and scrape the metrics. Ensure that a Thanos sidecar is enabled on every Prometheus instance. Configure Thanos in the central cluster. Query the central Thanos instance.
- D. Enable managed collection on every GKE cluster. Query the metrics in Cloud Monitoring.
Answer: D
Explanation:
Google recommends using managed collection for GKE monitoring to reduce operational overhead. This sends Kubernetes metrics and custom workload metrics directly to Cloud Monitoring.
"You can enable Managed Service for Prometheus, which provides a fully managed Prometheus-compatible monitoring solution integrated with Cloud Monitoring."
- Managed Collection in GKE
"It automatically collects and stores metrics in Cloud Monitoring with no need to manage a Prometheus server."
- Google Cloud Managed Prometheus
It's scalable, cost-effective, and requires no additional infrastructure like Thanos or Prometheus federation.
NEW QUESTION # 204
You support a high-traffic web application with a microservice architecture. The home page of the application displays multiple widgets containing content such as the current weather, stock prices, and news headlines. The main serving thread makes a call to a dedicated microservice for each widget and then lays out the homepage for the user. The microservices occasionally fail; when that happens, the serving thread serves the homepage with some missing content. Users of the application are unhappy if this degraded mode occurs too frequently, but they would rather have some content served instead of no content at all. You want to set a Service Level Objective (SLO) to ensure that the user experience does not degrade too much. What Service Level Indicator {SLI) should you use to measure this?
- A. An availability SLI: the ratio of healthy microservices to the total number of microservices
- B. A freshness SLI: the proportion of widgets that have been updated within the last 10 minutes
- C. A latency SLI: the ratio of microservice calls that complete in under 100 ms to the total number of microservice calls
- D. A quality SLI: the ratio of non-degraded responses to total responses
Answer: A
NEW QUESTION # 205
Your team is writing a postmortem after an incident on your external facing application Your team wants to improve the postmortem policy to include triggers that indicate whether an incident requires a postmortem Based on Site Reliability Engineenng (SRE) practices, what triggers should be defined in the postmortem policy?
Choose 2 answers
- A. The CD pipeline detects an issue and rolls back a problematic release.
- B. Data is lost due to an incident
- C. An external stakeholder asks for a postmortem
- D. The monitoring system detects that one of the instances for your application has failed
- E. An internal stakeholder requests a postmortem
Answer: C,E
Explanation:
The best options for defining triggers that indicate whether an incident requires a postmortem based on Site Reliability Engineering (SRE) practices are an external stakeholder asks for a postmortem and data is lost due to an incident. An external stakeholder is someone who is affected by or has an interest in the service, such as a customer or a partner. If an external stakeholder asks for a postmortem, it means that they are concerned about the impact or root cause of the incident, and they expect an explanation and remediation from the service provider. Therefore, this should trigger a postmortem to address their concerns and improve their satisfaction. Data loss is a serious consequence of an incident that can affect the integrity and reliability of the service. If data is lost due to an incident, it means that there was a failure in the backup or recovery mechanisms, or that there was a corruption or deletion of data. Therefore, this should trigger a postmortem to investigate the cause and impact of the data loss, and to prevent it from happening again.
NEW QUESTION # 206
......
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