An e-commerce company during the holiday season wants to temporarily augment its existing private cloud capacity with additional resources from an external cloud provider. Which combined cloud model are they considering?
- Community Cloud
- Hybrid Cloud
- Private Cloud
- Public Cloud
A hybrid cloud combines private and public cloud resources. It allows the e-commerce company to extend its private cloud with public cloud resources temporarily, meeting increased demand during the holiday season.
Data lakes allow users to:
- Centralize data access
- Store and analyze structured data
- Store only unstructured data
- Use only predefined schemas
Data lakes allow users to centralize data access, storing both structured and unstructured data. They offer flexibility in terms of data types and don't require predefined schemas, making them suitable for big data storage and analytics.
In a cloud computing system, which component is responsible for traffic coordination and load balancing?
- Container Orchestration
- Hypervisor
- Load Balancer
- Virtual Machine
The 'Load Balancer' is responsible for distributing incoming network traffic across multiple servers or resources. It ensures even distribution and efficient utilization, a critical function in cloud environments.
A startup is developing a chatbot that should respond within milliseconds. They want to use a Google Cloud service that can execute code without the overhead of server management and with minimal cold start times. What would you recommend?
- Google Cloud App Engine
- Google Cloud Compute Engine
- Google Cloud Functions
- Google Cloud Run
Google Cloud Run offers serverless execution of containerized applications, providing fast response times with minimal cold starts.
Which of the following benefits can be attributed to the microservices architecture?
- Decreased development speed, high coupling between services, and centralized control
- Enhanced monolithic architecture, simplified deployment, and limited fault tolerance
- Improved scalability, fault isolation, and easier maintenance
- Reduced code reusability, lack of service independence, and slower time-to-market
Microservices offer various benefits, including improved scalability, fault isolation, and easier maintenance. This architecture allows for independent service scaling, enhancing the application's overall performance and reliability.
For businesses that need to deploy their custom applications but want to avoid the complexities of infrastructure management, they should consider using ________.
- Hybrid Cloud Solutions
- Kubernetes
- Private Cloud Services
- Public Cloud Services
Public cloud services are ideal for businesses that want to deploy custom applications without managing infrastructure complexities. They offer scalability, reliability, and a variety of tools and services to support application development and deployment.
Which of the following cloud services is primarily used to train machine learning models?
- IaaS (Infrastructure as a Service)
- MLaaS (Machine Learning as a Service)
- PaaS (Platform as a Service)
- SaaS (Software as a Service)
MLaaS (Machine Learning as a Service) offers pre-built tools and frameworks for training machine learning models, making it a specialized cloud service for this purpose.
________ middleware is often used in the financial sector to ensure that transactions are processed accurately and in the right order.
- Communication Middleware
- Identity Middleware
- Security Middleware
- Transaction Middleware
Transaction Middleware plays a crucial role in the financial sector, ensuring that financial transactions are processed accurately and sequentially.
What is the primary goal of CI/CD in cloud-based software development?
- Automating the deployment pipeline, allowing for quick and frequent software releases
- Ensuring that software remains in a perpetual state of development and never stabilizes
- Minimizing collaboration and communication among development and operations teams
- Restricting software development to certain times of the day, ensuring work-life balance for developers
Continuous Integration and Continuous Deployment (CI/CD) aims to automate the deployment pipeline, enabling quick and frequent software releases. This automation improves software quality, reduces manual errors, and ensures a more efficient development and deployment process.
Auditing in cloud environments often leverages ________ tools to provide a real-time analysis of security alerts generated by hardware and application software.
- DLP
- IDS/IPS
- NAT
- SIEM
In cloud environments, Security Information and Event Management (SIEM) tools are commonly used for auditing. These tools provide real-time analysis of security alerts generated by hardware and application software, helping to detect and respond to security threats.