In a scenario where a business demands rapid scaling of applications based on user demand, which capability of AKS would be most beneficial?
- Azure Monitor
- Cluster Autoscaler
- Horizontal Pod Autoscaling
- Virtual Node
Horizontal Pod Autoscaling in AKS allows automatic scaling of the number of pods based on demand, ensuring rapid scaling of applications in response to varying user loads.
Describe how Azure Service Health's integration with Azure Monitor can be leveraged for improved service availability tracking.
- Monitor network latency
- Monitor resource performance
- Monitor service incidents
- Monitor storage capacity
Azure Service Health integrated with Azure Monitor provides enhanced service availability tracking by monitoring service incidents and responding to issues promptly.
In Azure Cognitive Services, what is the primary function of the Computer Vision API?
- Image and video analysis
- Sentiment analysis
- Speech recognition
- Text-to-speech conversion
The Computer Vision API in Azure Cognitive Services specializes in image and video analysis, extracting valuable insights from visual data.
Explain how Azure's geo-redundant storage (GRS) enhances data recovery capabilities.
- Enables automatic data archiving
- Implements data encryption at rest
- Offers multi-region redundancy
- Provides real-time data synchronization
Azure's GRS enhances data recovery by providing multi-region redundancy. This means data is replicated across multiple geographic regions, ensuring high availability and improved disaster recovery capabilities.
In data encryption, _______ is a method used in Azure to ensure data confidentiality and integrity.
- Always Encrypted
- Azure Confidential Computing
- Azure Key Vault
- Transparent Data Encryption (TDE)
Azure Confidential Computing is a method used in Azure for data encryption, ensuring both data confidentiality and integrity through secure enclaves.
Describe the advantages of Azure's HPC Cache in dealing with large datasets.
- Cost-effective storage
- Enhanced data consistency
- Improved data access
- Lower latency
Azure's HPC Cache offers advantages like lower latency, improving data access in scenarios dealing with large datasets, and ensuring efficient data consistency.
Implementing _______ on Azure Storage accounts helps to secure data at rest.
- Authentication
- Authorization
- Compression
- Encryption
Implementing Encryption on Azure Storage accounts ensures that data is secured at rest, protecting it from unauthorized access.
_______ is a key factor when designing network security architecture using NSGs and ASGs in Azure.
- Latency
- Redundancy
- Segmentation
- Throughput
Segmentation is crucial when designing network security architecture using Network Security Groups (NSGs) and Application Security Groups (ASGs) in Azure, ensuring a secure and controlled environment.
The _______ feature in AKS helps in load balancing traffic among pods.
- Azure Load Balancer
- Ingress Controller
- Network Security Group
- Virtual Network Peering
The Ingress Controller feature in AKS facilitates load balancing of traffic among pods, providing efficient routing and distribution.
Describe the role of Azure Machine Learning pipelines in managing the lifecycle of a machine learning project.
- Code versioning
- Data preparation
- End-to-end orchestration
- Model deployment
Azure Machine Learning pipelines facilitate end-to-end orchestration of a machine learning project, including data preparation, training, and deployment.