View Full Google Cloud Digital Leader Exam Dumps and Practice Test Dumps.

 

Question 41

How should you isolate dev and prod workloads while keeping cost tracking simple?

1. Tag dev resources in the prod project
2. Use separate VPCs in one project
3. Put dev resources in a dedicated project
4. Assign separate billing accounts to VMs

Correct Answer: 3

Explanation

Projects serve as the primary resource, security, and billing boundary in Google Cloud. Placing development workloads inside a dedicated project completely isolates them from production systems to prevent operational risks or accidental modifications. Furthermore, this structural separation allows billing managers to easily track, analyze, and budget development expenses independently by viewing project-level cost reports without needing complex tags or manual filters.

Question 42

Which option lets you store data using keys generated and held in your own on-premises HSM?

1. Google-managed encryption keys (GMEK)
2. Customer-Managed Encryption Keys (CMEK)
3. Customer-Supplied Encryption Keys (CSEK)
4. Default server-side encryption

Correct Answer: 3

Explanation

Customer-Supplied Encryption Keys (CSEK) allow enterprise organizations to retain absolute control over data encryption by using raw keys created and stored in their own hardware security modules. When a cryptographic operation occurs, Google Cloud uses the provided key in temporary memory to encrypt or decrypt data and immediately purges it without storing it anywhere on Google infrastructure.

Question 43

Which service provides centralized security monitoring and compliance reporting across your GCP resources?

1. Cloud Audit Logs
2. Security Command Center (SCC)
3. Compliance Reports Manager
4. Firebase Security Rules

Correct Answer: 2

Explanation

Security Command Center (SCC) acts as Google Cloud’s centralized risk governance and security management platform. It continuously scans your organization’s cloud environment to detect misconfigurations, security threats, and vulnerabilities, while actively measuring your infrastructure compliance against regulatory frameworks such as PCI-DSS, CIS benchmarks, and HIPAA standards.

Question 44

Which VM option is best for short-term, fault-tolerant rendering tasks where cost reduction is priority?

1. Standard On-Demand VMs
2. Spot VMs
3. Dedicated Hosts
4. Committed Use Discount (CUD) instances

Correct Answer: 2

Explanation

Spot VMs utilize excess Google Cloud compute capacity offered at substantial discounts ranging between 60% and 91% off standard rates. Because Google Cloud can reclaim these instances on short notice when demand rises, Spot VMs are ideal for stateless, fault-tolerant batch rendering tasks where achieving maximum cost reduction outweighs guaranteed instance runtime.

Question 45

Which service should execute Python code automatically whenever a file lands in Cloud Storage without managing servers?

1. Cloud Run functions
2. Managed Instance Groups (MIGs)
3. Cloud SQL stored procedures
4. GKE Autopilot clusters

Correct Answer: 1

Explanation

Cloud Run functions provide a fully managed, event-driven serverless compute environment designed to run lightweight single-purpose code. Uploading a file to Cloud Storage automatically triggers your Python function to execute instantly. Google manages all underlying server infrastructure, auto-scales on demand, and charges only for the exact execution duration.

Question 46

Which network service lets private VMs fetch internet updates without exposing public IP addresses?

1. Cloud NAT
2. Cloud DNS Private Zones
3. VPC Network Peering
4. Direct Interconnect

Correct Answer: 1

Explanation

Cloud NAT (Network Address Translation) allows internal Virtual Machine instances built without public IP addresses to securely establish outbound connections to the internet. This setup enables private instances to download OS patches and software dependencies while ensuring external internet users cannot initiate inbound connections to the instances.

Question 47

Which service accelerates web content and API responses at global edge locations?

1. Cloud Router
2. Cloud CDN
3. Cloud Armor
4. Internal Load Balancer

Correct Answer: 2

Explanation

Cloud CDN (Content Delivery Network) uses Google’s global network points of presence to cache static files, dynamic web content, and API responses close to end users. Caching content at the edge dramatically lowers request latency, accelerates web performance, and shields backend origin servers from sudden traffic spikes.

Question 48

Which resource hierarchy level groups projects by business units (Finance, Marketing, etc.) to inherit policies?

1. Resource Tags
2. Folders
3. Billing Accounts
4. Zones

Correct Answer: 2

Explanation

Folders are organizational containers within the Google Cloud resource hierarchy located beneath the Organization node and above individual Projects. They allow enterprise administrators to group related projects logically by department or business unit, making it easy to enforce uniform access permissions and security policies across all child projects automatically.

Question 49

What is the core purpose of the Google Cloud Adoption Framework?

1. Writing Terraform scripts automatically
2. Assessing cloud readiness across culture, structure, and technical skills
3. Calculating hardware replacement costs
4. Managing hybrid Active Directory passwords

Correct Answer: 2

Explanation

The Google Cloud Adoption Framework provides structured guidance to evaluate an enterprise’s cloud readiness across four core pillars: Learn, Lead, Scale, and Secure. It helps leadership evaluate current operational maturity, identify organizational skill gaps, and define a clear strategic roadmap to achieve digital transformation success on Google Cloud.

Question 50

Which database provides SQL support, ACID transactions, and global scale with 99.999% availability?

1. Cloud Bigtable
2. Firestore
3. Cloud Spanner
4. Cloud Memory store

Correct Answer: 3

Explanation

Cloud Spanner is an enterprise-grade relational database service that combines familiar SQL query functionality and strict ACID transactional guarantees with multi-region horizontal scaling. It delivers up to 99.999% availability SLAs and synchronous global data replication, making it ideal for mission-critical financial and enterprise relational workloads.

Question 51

Which database service is built for high-throughput, low-latency writes of non-relational IoT sensor data?

1. Cloud Bigtable
2. Cloud SQL
3. Cloud Spanner
4. BigQuery

Correct Answer: 1

Explanation

Cloud Bigtable is a high-performance NoSQL wide-column database engineered for massive read/write data streaming and low-latency access. It handles continuous streams of non-relational operational data—such as IoT sensor updates, financial market feeds, and time-series telemetry—at petabyte scale without experiencing performance degradation.

Question 52

How can you export raw, granular billing data to run custom SQL queries and build dashboards?

1. Cloud Billing export to BigQuery
2. Cost Table CSV Download
3. Billing Dashboard PDF export
4. Audit Logs to Cloud Storage

Correct Answer: 1

Explanation

Cloud Billing export continuously transfers itemized expenditure details—such as daily usage costs, SKU breakdowns, and project tags—directly into a BigQuery dataset. This automation allows cloud operations and finance teams to execute detailed custom SQL queries, monitor spending trends, and feed real-time visual dashboards in Looker Studio.

Question 53

Which tool automatically builds container images and runs unit tests in a serverless CI environment?

1. Artifact Registry
2. Cloud Build
3. Cloud Deploy
4. Compute Engine

Correct Answer: 2

Explanation

Cloud Build is a serverless continuous integration and continuous delivery (CI/CD) platform that automates software execution tasks. It imports source code directly from software repositories, executes build scripts, runs unit tests, and packages application binaries into container images without requiring dedicated build servers or infrastructure management.

Question 54

What does Google Cloud Identity-Aware Proxy (IAP) do when employees access internal tools?

1. Checks database tables for sensitive data
2. Controls access based on user identity and device context without a VPN
3. Takes VM backup snapshots
4. Blocks DDoS attacks at the edge

Correct Answer: 2

Explanation

Identity-Aware Proxy (IAP) implements Zero Trust access architecture by verifying a user’s identity and device security posture before granting access to internal applications. It establishes secure access controls at the application boundary, allowing authorized employees to work securely without needing traditional corporate VPN connections.

Question 55

Which compute option gives you dedicated physical server hardware to satisfy per-core licensing rules?

1. Preemptible VMs
2. Sole-Tenant Nodes
3. Shared Core VMs
4. Standard Compute Instances

Correct Answer: 2

Explanation

Sole-Tenant Nodes are dedicated physical Compute Engine servers reserved exclusively for a single customer organization. This isolated physical environment ensures host hardware is not shared with other cloud tenants, allowing organizations to fulfill strict regulatory compliance standards and satisfy per-core software licensing agreements.

Question 56

Which platform gives access to foundation models and generative AI tools for app development?

1. Vertex AI
2. BigQuery ML
3. Dialogflow CX
4. Cloud Vision API

Correct Answer: 1

Explanation

Vertex AI serves as Google Cloud’s end-to-end artificial intelligence ecosystem, offering access to foundation models, prompt engineering tools, and MLOps infrastructure. Developers can leverage Vertex AI to discover, customize, fine-tune, deploy, and monitor generative AI applications and machine learning models within an enterprise workspace.

Question 57

Which service delivers managed Network Attached Storage (NAS) via the NFS protocol for Compute Engine VMs?

1. Cloud Storage
2. Filestore
3. Cloud Local SSD
4. Persistent Disk

Correct Answer: 2

Explanation

Filestore provides fully managed Network Attached Storage (NAS) compatible with the standard Network File System (NFS) protocol. It allows legacy enterprise applications running on Compute Engine virtual machines or Kubernetes clusters to connect to shared file systems with consistent high throughput and low latency.

Question 58

Which component dynamically exchanges BGP routing information between on-premises routers and a GCP VPC?

1. Cloud Router
2. Cloud NAT
3. Cloud Armor
4. Internet Gateway

Correct Answer: 1

Explanation

Cloud Router uses Border Gateway Protocol (BGP) to automatically exchange dynamic routing information between your on-premises edge network and a Google Cloud VPC. This continuous synchronization ensures that network paths adapt automatically to network topology changes without requiring network administrators to edit static route tables manually.

Question 59

In PaaS products like Cloud Run, what is Google Cloud’s sole responsibility under the shared model?

1. App data classification
2. Application bug fixes
3. Host hardware, OS patching, and runtime maintenance
4. IAM user access controls

Correct Answer: 3

Explanation

Under the Google Cloud Shared Responsibility Model for Platform as a Service (PaaS) offerings like Cloud Run, Google manages physical server infrastructure, base OS updates, hypervisors, and execution runtime environments. Customers remain responsible for writing application code, setting IAM access policies, and protecting hosted business data.

Question 60

How does Cloud Pub/Sub ensure messages aren’t lost before subscriber applications handle them?

1. Topic chunking
2. At-least-once delivery with subscriber acknowledgments
3. Synchronous database replication
4. Persistent disk encryption

Correct Answer: 2

Explanation

Cloud Pub/Sub guarantees message persistence by using an at-least-once delivery mechanism. Published messages remain safely queued in Pub/Sub until subscribing services process them and return an explicit acknowledgment (ACK), ensuring data is not lost during transient subscriber crashes or network outages.