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Google Professional-Cloud-Architect Exam Syllabus Topics:

Section	Objectives
Topic 1: Manage and provision the solution infrastructure	- Provision compute, storage, and network resources - Automate infrastructure deployment
Topic 2: Design and plan a cloud solution architecture	- Plan security and compliance requirements - Design for reliability, scalability, and availability - Design Google Cloud solutions based on business requirements
Topic 3: Analyze and optimize technical and business processes	- Optimize cost and resource usage - Monitor, log, and optimize system performance
Topic 4: Manage implementations of cloud architecture	- Ensure solution reliability and operational excellence - Manage deployment and production systems
Topic 5: Design for security and compliance	- Configure data protection and encryption - Implement identity and access management (IAM)

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Exam Questions for the Google Professional-Cloud-Architect - Master Your Certification Journey

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Google Certified Professional - Cloud Architect (GCP) Sample Questions (Q45-Q50):

NEW QUESTION # 45
You want to enable your running Google Kubernetes Engine cluster to scale as demand for your application changes. What should you do?

A. Create a new Kubernetes Engine cluster with the following command: gcloud alpha container clusters create mycluster - -enable- autoscaling - -min-nodes=1 - -max-nodes=10 and redeploy your application
B. Add a tag to the instances in the cluster with the following command: gcloud compute instances add-tags INSTANCE - -tags enable- autoscaling max-nodes-10
C. Add additional nodes to your Kubernetes Engine cluster using the following command: gcloud container clusters resize CLUSTER_Name - -size 10
D. Update the existing Kubernetes Engine cluster with the following command: gcloud alpha container clusters update mycluster - -enable- autoscaling - -min-nodes=1 - -max-nodes=10

Answer: D

Explanation:
https://cloud.google.com/kubernetes-engine/docs/concepts/cluster-autoscaler To enable autoscaling for an existing node pool, run the following command:
gcloud container clusters update [CLUSTER_NAME] --enable-autoscaling \ --min-nodes 1 --max- nodes 10 --zone [COMPUTE_ZONE] --node-pool default- pool

NEW QUESTION # 46
You have a Python web application with many dependencies that requires 0.1 CPU cores and 128 MB of memory to operate in production. You want to monitor and maximize machine utilization. You also want to reliably deploy new versions of the application. Which set of steps should you take?

A. Perform the following:
1. Create a GKE cluster with n1-standard-4 type machines.
2. Build a Docker image from the master branch with all of the dependencies, and tag it with 'latest'.
3. Create a Kubernetes Deployment in the default namespace with the imagePullPolicy set to 'Always'.
Restart the pods to automatically deploy new production releases.
B. Perform the following:
1. Create a managed instance group with f1-micro type machines.
2. Use a startup script to clone the repository, check out the production branch, install the dependencies, and start the Python app.
3. Restart the instances to automatically deploy new production releases.
C. Perform the following:
1. Create a managed instance group with n1-standard-1 type machines.
2. Build a Compute Engine image from the production branch that contains all of the dependencies and automatically starts the Python app.
3. Rebuild the Compute Engine image, and update the instance template to deploy new production releases.
D. Perform the following:
1. Create a Google Kubernetes Engine (GKE) cluster with n1-standard-1 type machines.
2. Build a Docker image from the production branch with all of the dependencies, and tag it with the version number.
3. Create a Kubernetes Deployment with the imagePullPolicy set to 'IfNotPresent' in the staging namespace, and then promote it to the production namespace after testing.

Answer: C

NEW QUESTION # 47
For this question, refer to the EHR Healthcare case study. EHR has single Dedicated Interconnect connection between their primary data center and Googles network. This connection satisfies EHR's network and security policies:
* On-premises servers without public IP addresses need to connect to cloud resources without public IP addresses
* Traffic flows from production network mgmt. servers to Compute Engine virtual machines should never traverse the public internet.
You need to upgrade the EHR connection to comply with their requirements. The new connection design must support business critical needs and meet the same network and security policy requirements. What should you do?

A. Add a new Carrier Peering connection
B. Upgrade the bandwidth on the Dedicated Interconnect connection to 100 G
C. Add three new Cloud VPN connections
D. Add a new Dedicated Interconnect connection

Answer: D

Explanation:
The case does not call out the throughput being an issue. However, to achieve 99.99%, you need to have 4 connections as per Google recommendations. However, in the options only A has the option to add an additional Interconnect connection. https://cloud.google.com/network-connectivity/docs/interconnect/concepts
/dedicated-overview#availability
Topic 11, Cymbal Retail case study
Company Overview
Cymbal is an online retailer experiencing significant growth. The retailer specializes in a large assortment of products spanning several retail sub-verticals, which makes managing their extensive product catalog a constant challenge.
Solution Concept
Cymbal wants to modernize its operations and enhance the customer experience in three core areas:
* Catalog and Content Enrichment: Cymbal wants to automate and improve the accuracy of their product catalog by utilizing Gen Al to generate product attributes, descriptions, and images from supplier-provided information. This solution will streamline their catalog management, reduce manual effort and errors, and ensure information is consistent across all their sales channels.
* Conversational Commerce with Product Discovery: To enhance customer
engagement and drive sales conversion, Cymbal wants to implement a Conversational Commerce solution. This solution will involve integrating Al-powered virtual agents into their website and mobile app to provide customers with a personalized and intuitive shopping experience through natural language conversations. These agents will utilize Google Cloud ' s Discovery Al to process user requests and retrieve the most relevant products based on each customer ' s needs and preferences, creating a more engaging and satisfying shopping journey.
* Technical Stack Modernization: To streamline operations and reduce costs around manual processes, data transfer, error handling and remediation, Cymbal wants to modernize their technical stack with cloud-based infrastructure, secure and efficient data handling, 3rd party integrations, and proactive monitoring and security.
Existing Technical Environment
Cymbal currently relies on the following environment:
* A mix of on-premises and cloud-based systems.
* A variety of databases, including MySQL, Microsoft SQL Server, Redis, and MongoDB, to store and manage its vast product catalog and customer data.
* Kubernetes clusters to run containerized applications.
* Legacy file-based integrations with on-premises systems, including SFTP file transfers, ETL batch processing.
* A custom-built web application which allows customers to browse the product catalog by querying the relational databases for names and categories of products.
* An IVR (Interactive Voice Response) system to handle initial customer calls and route them to the appropriate departments or agents.
* Call center agents who receive transferred calls from the IVR system and manually enter orders into the system when a customer can ' t complete a transaction on their own.
* Various open source tools for monitoring such as Grafana, Nagios, and Elastic.
The current technical environment has encountered significant challenges: manual processes are time- consuming and error-prone, data silos limit a unified view of the customer journey, and integrating new technologies is difficult.
Business Requirements
* Cymbal has outlined these key business requirements for the Gen Al solution:
* Automate Product Catalog Enrichment: Reduce manual effort, minimize errors, and ensure accuracy and consistency across the product catalog.
* Improve Product Discoverability: Enhance search relevance and enable customers to find products more efficiently.
* Increase Customer Engagement: Create a more interactive and personalized
* shopping experience to improve customer satisfaction and potentially reduce product returns.
* Drive Sales Conversion: Provide a more intuitive and helpful shopping experience to improve sales conversion rates and drive revenue growth.
* Reduce costs: Reduce call center staffing costs and data-center hosting costs.
Technical Requirements
To successfully meet Cymbal ' s business needs, the following technical capabilities are essential:
* Attribute Generation: Accurately derive relevant product attributes from various supplier data, including titles, descriptions, and images, ensuring the attributes align with the product category and Cymbal ' s existing catalog structure.
* Image Generation and Enhancement: Generate different product image variations from a base image (e.g., showcasing various colors). It should also support background changes, product color adjustments, and the addition of text overlays.
* Automate Product Discovery: Process customer requests expressed in natural language and return highly relevant product results.
* Scalability and Performance: The solution must handle Cymbal ' s extensive product catalog and accommodate their anticipated growth without compromising performance or user experience.
* Human-in-the-Loop (HITL) Review: Provide a user interface (UI) for associates to review and manage Gen Al-generated content, allowing them to approve, reject, or modify suggestions before updating the product catalog.
* Data Security and Compliance: Ensure all customer data, including product information and interactions with virtual agents, are handled securely and comply with relevant industry regulations.
Executive Statement
By implementing Google Cloud ' s Gen Al for Digital Commerce solutions, Cymbal can transform its online retail operations to improve efficiency, enhance customer experience, and drive revenue growth. Key benefits for Cymbal include:
* Reduced operational costs through automation of catalog management tasks.
* Increased efficiency and speed in onboarding new products and updating existing ones.
* Improved accuracy and consistency of product information across all sales channels.
* A more engaging and personalized shopping experience that caters to modern
* customer preferences for conversational commerce.
* Enhanced product discoverability leading to higher conversion rates and increased
* sales.
This strategic investment in generative Al will position Cymbal to remain competitive and thrive in the rapidly evolving landscape of online retail.

NEW QUESTION # 48
For this question, refer to the Dress4Win case study. You want to ensure that your on-premises
architecture meets business requirements before you migrate your solution.
What change in the on-premises architecture should you make?

A. Resize compute resources to match predefined Compute Engine machine types.
B. Downgrade MySQL to v5.7, which is supported by Cloud SQL for MySQL.
C. Replace RabbitMQ with Google Pub/Sub.
D. Containerize the micro services and host them in Google Kubernetes Engine.

Answer: A

Explanation:
Explanation/Reference:
Question Set 1

NEW QUESTION # 49
You are using a single Cloud SQL instance to serve your application from a specific zone. You want to introduce high availability. What should you do?

A. Create a failover replica instance in a different region
B. Create a failover replica instance in the same region, but in a different zone
C. Create a read replica instance in a different region
D. Create a read replica instance in the same region, but in a different zone

Answer: B

Explanation:
https://cloud.google.com/sql/docs/mysql/configure-ha

NEW QUESTION # 50
......

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