AI Platform provides _______ infrastructure for training and serving machine learning models.
- Scalable
- Static
- Heterogeneous
- Networked
Scalable infrastructure is a key feature of AI Platform, allowing users to train and deploy machine learning models efficiently at scale. Understanding this aspect helps users leverage AI Platform effectively for their ML workflows, ensuring optimal performance and resource utilization.
Scenario: A developer wants to deploy an application that requires MySQL database compatibility and seamless integration with other Google Cloud services. Which database option should they choose, and how can Cloud SQL facilitate this requirement?
- Cloud SQL for MySQL
- BigQuery
- Firestore
- Cloud Spanner
Choosing the right database option is crucial for application development, especially when compatibility and integration with other services are essential. Cloud SQL for MySQL provides developers with a familiar MySQL environment and seamless integration with Google Cloud services, facilitating efficient application deployment and management.
What is the primary purpose of Cloud Load Balancing in Google Cloud?
- Distributing incoming network traffic across multiple instances to ensure optimal resource utilization and high availability.
- Providing security by filtering and inspecting incoming network packets before forwarding them to the backend instances.
- Managing and orchestrating virtual machine instances within a Google Cloud region.
- Storing and serving static website content to users accessing the internet.
Understanding the primary purpose of Cloud Load Balancing is crucial for beginners to grasp its role in optimizing application performance and ensuring high availability in cloud environments. It enables efficient resource utilization and enhances the overall reliability of services hosted on Google Cloud Platform.
How does IAM help manage access control in Google Cloud Platform?
- IAM provides centralized control over user access to GCP resources through permissions and policies.
- IAM automatically assigns access rights to all users in the GCP project.
- IAM provides monitoring tools for administrators to track user activity but does not control access.
- IAM integrates with external identity providers but doesn't control access within GCP.
Understanding how IAM manages access control is crucial for maintaining the security and integrity of GCP resources. IAM's role in access management includes defining and enforcing policies, permissions, and roles for users and services.
IAM policies are used to define who has _______ to what resources in Google Cloud.
- Access
- Permissions
- Roles
- Ownership
Understanding how IAM policies regulate access to Google Cloud resources is essential for managing security and compliance requirements. By defining access control rules through IAM policies, organizations can enforce least privilege principles and prevent unauthorized access to sensitive data.
Which Google Cloud service facilitates private connections between a company's on-premises network and Google Cloud?
- Cloud Interconnect
- Cloud VPN
- Direct Peering
- Cloud CDN
Understanding the role of Cloud Interconnect is essential for designing hybrid cloud architectures and ensuring secure and reliable connectivity between on-premises environments and Google Cloud services.
Google Compute Engine provides _______ storage for virtual machine instances.
- Persistent Disk
- Ephemeral Disk
- Cloud Storage
- BigQuery Storage
Persistent Disks are integral to Google Compute Engine, providing reliable and flexible storage options for virtual machine instances.
Which of the following is not a primary function of a Virtual Private Cloud (VPC)?
- Providing access to shared, public resources
- Enabling secure communication between resources
- Extending an on-premises data center into the cloud
- Hosting public-facing websites and applications
Understanding the primary functions of a VPC helps beginners grasp its role in cloud networking and design appropriate network architectures for their applications and services.
In VPC Service Controls, what is the role of the perimeter bridge?
- Facilitating communication between protected resources within the VPC and external services
- Enforcing access control policies within a single VPC
- Encrypting data traffic between VPCs
- Load balancing traffic between multiple VPCs
Understanding the role of the perimeter bridge in VPC Service Controls is important for implementing secure communication channels between protected resources within VPC security perimeters and external services or APIs. Perimeter bridges play a crucial role in enabling controlled access while maintaining security boundaries.
Google Compute Engine provides _______ storage for virtual machine instances.
- Persistent Disk
- Cloud Storage
- Local SSD
- Cloud SQL
Understanding the storage options available on Google Compute Engine, including the characteristics and use cases of Persistent Disks, is important for optimizing performance, durability, and cost-effectiveness in cloud deployments.