Google Cloud's Virtual Private Cloud (VPC) allows users to create _______ within specified IP address ranges.
- Subnets
- Firewalls
- Gateways
- Load Balancers
Understanding how to create and manage subnets within specified IP address ranges is fundamental for organizing resources and implementing network security within a Virtual Private Cloud (VPC) on Google Cloud Platform.
_______ is a feature of Cloud Load Balancing that allows you to direct traffic based on the geographic location of the user.
- Geo Routing
- Global Forwarding
- Regional Clustering
- Proximity Matching
Geo Routing is crucial for optimizing the performance and responsiveness of applications by ensuring that user requests are handled by the nearest available servers, minimizing latency and improving overall user experience.
In the context of virtual machines, what is the significance of preemptible instances in Google Cloud?
- Cost Savings
- High Availability
- Enhanced Performance
- Long-term Workloads
Preemptible instances in Google Cloud provide an economical option for running fault-tolerant and transient workloads. They offer substantial cost savings but come with the trade-off of being preemptible, meaning they can be terminated by Google Cloud with short notice.
In Stackdriver Logging, what is the role of log sinks and how are they configured?
- Directs logs to specified destinations
- Collects logs from multiple sources
- Stores logs locally on each instance
- Filters logs based on severity
Log sinks play a crucial role in Stackdriver Logging by directing logs to specified destinations for storage, analysis, or further processing, enhancing flexibility and integration with other systems.
_______ provides replication of Persistent Disk data across multiple zones for high availability.
- Regional Persistent Disk
- Zonal Persistent Disk
- Multi-zone Persistent Disk
- Global Persistent Disk
Understanding the replication options available for Persistent Disk is essential for designing resilient and highly available architectures on Google Cloud. Regional replication provides redundancy and fault tolerance by distributing data across multiple zones within a region, ensuring business continuity and data integrity in the event of zone failures.
AI Platform facilitates the _______ of machine learning workflows.
- Orchestration
- Optimization
- Visualization
- Auditing
Understanding how AI Platform streamlines the orchestration of machine learning workflows helps users efficiently develop and deploy models at scale, driving innovation and productivity.
In what ways does Stackdriver Monitoring contribute to cost optimization in cloud environments?
- Resource Right-Sizing
- Automated Billing
- Reserved Instance Recommendations
- Network Traffic Analysis
Stackdriver Monitoring plays a crucial role in cost optimization by enabling users to identify and eliminate resource inefficiencies, right-size deployments, and leverage cost-saving opportunities such as Reserved Instances, ultimately optimizing cloud spending and maximizing ROI.
Scenario: A company requires granular control over network traffic within its Virtual Private Cloud (VPC) environment. Which Google Cloud feature would allow them to define and enforce such policies?
- VPC Firewall
- VPC Service Controls
- Cloud Armor
- VPC Flow Logs
Granular control over network traffic is essential for enforcing security and compliance requirements within a Virtual Private Cloud environment. VPC firewall enables organizations to define and enforce specific rules to regulate traffic flow within the VPC.
_______ is a service within AI Platform that allows users to create end-to-end machine learning pipelines.
- AI Platform Pipelines
- AI Platform Notebooks
- AI Platform Training
- AI Platform Prediction
AI Platform Pipelines is a powerful service for building end-to-end machine learning workflows, facilitating automation, scalability, and reproducibility. Understanding this service is essential for orchestrating complex ML pipelines on AI Platform efficiently.
Which Google Cloud service provides security perimeters for VPC resources?
- VPC Service Controls
- Cloud Armor
- Identity-Aware Proxy (IAP)
- Cloud Identity
Knowing which Google Cloud service provides security perimeters for VPC resources is essential for designing and implementing secure networking environments in Google Cloud. VPC Service Controls play a critical role in protecting sensitive data and resources from unauthorized access and data exfiltration.
Cloud Functions can be integrated with Google Cloud _______ to perform actions in response to data changes.
- Firestore
- Spanner
- Bigtable
- Cloud Storage
Integrating Cloud Functions with Google Cloud services like Firestore enables developers to build event-driven applications and automate business processes based on real-time data changes. Understanding this integration expands the capabilities of Cloud Functions and enhances application development on Google Cloud Platform.
In IAM, what is the purpose of a service account?
- Representing non-human users
- Managing user roles
- Enforcing password policies
- Configuring network settings
Understanding the purpose of service accounts is essential for managing access to Google Cloud Platform resources securely. Service accounts play a crucial role in enabling automation and integrating services within the cloud environment.