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| Section | Weight | Objectives |
|---|
| Integrating applications with Google Cloud services | 21% | - Implementing application performance monitoring
- 1. Instrumenting code for metrics and traces
- 2. Using operations suite tools
- Integrating with data and storage services
- 1. Working with relational, NoSQL, and in-memory databases
- 2. Using object storage and file storage solutions
- 3. Implementing messaging and event streaming
- Consuming Google Cloud APIs and services
- 1. Using client libraries, REST, and gRPC
- 2. Integrating with AI/ML and generative AI services
- 3. Enabling and managing APIs
|
| Designing highly scalable, secure, and reliable cloud-native applications | 32% | - Designing high-performing applications and APIs
- 1. Designing for high availability and fault tolerance
- 2. Selecting appropriate compute and deployment platforms
- 3. Optimizing for latency and throughput
- Designing for observability and monitoring
- 1. Planning logging, metrics, and tracing strategies
- 2. Designing for debugging and troubleshooting
- Designing secure applications
- 1. Securing data in transit and at rest
- 2. Applying security best practices and compliance requirements
- 3. Implementing authentication and authorization mechanisms
|
| Building and testing applications | 23% | - Setting up development environments
- 1. Using Cloud SDK, Cloud Code, Cloud Shell, and Cloud Workstations
- 2. Emulating Google Cloud services locally
- Building applications and containers
- 1. Using Cloud Build and Artifact Registry
- 2. Configuring build pipelines and provenance
- 3. Implementing containerization best practices
- Testing applications
- 1. Using AI-assisted development tools
- 2. Writing unit, integration, and end-to-end tests
- 3. Automating testing in CI/CD workflows
|
| Configuring cloud-native applications for deployment | 24% | - Deploying applications to Google Kubernetes Engine
- 1. Managing configurations and secrets
- 2. Creating and managing workloads and services
- 3. Configuring scaling, auto-scaling, and updates
- Deploying to App Engine or Cloud Functions
- 1. Managing versions and traffic splitting
- 2. Configuring serverless deployments
- Deploying applications to Cloud Run
- 1. Integrating with event-driven services
- 2. Deploying from source code or containers
- 3. Configuring scaling, networking, and security
|
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Google Certified Professional - Cloud Developer Sample Questions (Q144-Q149):
NEW QUESTION # 144
You need to deploy a new European version of a website hosted on Google Kubernetes Engine. The current and new websites must be accessed via the same HTTP(S) load balancer's external IP address, but have different domain names. What should you do?
- A. Modify the existing Ingress resource with a host rule matching the new domain
- B. Generate a new Ingress resource and specify the existing IP address as the kubernetes.io/ingress.global-static-ip-name annotation value
- C. Create a new Service of type LoadBalancer specifying the existing IP address as the loadBalancerIP
- D. Define a new Ingress resource with a host rule matching the new domain
Answer: A
Explanation:
Explanation
https://kubernetes.io/docs/concepts/services-networking/ingress/#name-based-virtual-hosting Name-based virtual hosts support routing HTTP traffic to multiple host names at the same IP address.
NEW QUESTION # 145
Your application is deployed in a Google Kubernetes Engine (GKE) cluster. You want to expose this application publicly behind a Cloud Load Balancing HTTP(S) load balancer. What should you do?
- A. Configure a GKE Service resource.
- B. Configure a GKE Ingress resource with type: LoadBalancer.
- C. Configure a GKE Service resource with type: LoadBalancer.
- D. Configure a GKE Ingress resource.
Answer: D
NEW QUESTION # 146
Your application is deployed on hundreds of Compute Engine instances in a managed instance group (MIG) in multiple zones. You need to deploy a new instance template to fix a critical vulnerability immediately but must avoid impact to your service. What setting should be made to the MIG after updating the instance template?
- A. Set the Maximum Unavailable to 100%.
- B. Set the Minimum Wait time to 0 seconds.
- C. Set the Max Surge to 100%.
- D. Set the Update mode to Opportunistic.
Answer: B
Explanation:
https://cloud.google.com/compute/docs/instance-groups/rolling-out-updates-to-managed- instance-groups#minimum_wait_time
NEW QUESTION # 147
You are building an application that will store frequently accessed data in a Memorystore for Redis Cluster instance. You would like to make the application resilient to network issues. You need to ensure that the application handles client disconnections from a Redis instance gracefully to minimize disruption and ensure stability of the application. What should you do?
- A. Immediately terminate the application instance upon detecting a Redis disconnection to force a restart, and wait for clients to reconnect to the cache as soon as the application becomes available.
- B. Implement exponential backoff with a jitter when reconnecting after a disconnection. Configure client-side caching to serve data during brief outages.
- C. Configure the Redis client to reconnect after a fixed delay of 60 seconds.
- D. Use Memorystore's automatic failover mechanisms to make the Redis cache available in a secondary zone.
Answer: B
Explanation:
Implementing exponential backoff with jitter when reconnecting reduces connection storms and gracefully handles transient network issues. Client-side caching ensures the application remains stable and responsive during brief Redis outages.
NEW QUESTION # 148
Your company is planning a global event. You need to configure an event registration portal for the event. You have decided to deploy the registration service by using Cloud Run. Your company's marketing team does not want to advertise the Cloud Run service URL. They want the registration portal to be accessed by using a personalized hostname or path in your custom domain URL pattern, for example, <service>.example.com. How should you configure access to the service while following Google-recommended practices?
- A. Create a CNAME record that points to the Cloud Run service URL.
- B. Add a global external Application Load Balancer in front of the service, and configure a DNS record that points to the load balancer's IP address.
- C. Set up an HAProxy on Compute Engine, and add routing rules for a custom domain to the Cloud Run service URL.
- D. Configure Cloud Armor to block traffic on the Cloud Run service URL and allow reroutes from only the custom domain URL pattern.
Answer: B
Explanation:
Using a global external Application Load Balancer allows you to serve your Cloud Run service behind a custom domain with flexible routing and SSL support, following Google-recommended best practices for production workloads.
NEW QUESTION # 149
......
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