MQTT (Message Queuing Telemetry Transport) is a lightweight messaging protocol that enables devices to gather and exchange data over the internet. This data can be transmitted to the cloud for processing and analysis. MQTT is commonly used in IoT applications.

Virtualization technology enables multiple virtual machines (VMs) to run on a single physical machine, abstracting and isolating each VM from the host hardware. This enables efficient resource utilization and isolation.

Etcd is a distributed key-value store used in Kubernetes to store all configuration data, which ensures high availability and consistency. It's crucial for maintaining a shared configuration and service discovery among all nodes in the cluster.

The correct option is 'Hypervisor.' A hypervisor is a type of virtualization technology that allows a single physical machine to run multiple virtual machines. These virtual machines, or VMs, are isolated from each other and from the host system. The hypervisor controls and allocates hardware resources to these VMs, making it an efficient solution for server virtualization. Virtual Private Networks (VPNs) are not related to machine virtualization. Emulation often replicates a specific environment for compatibility, while containerization is a different virtualization method where applications share the same OS kernel.

GDPR, Article 22, grants users the right to request an explanation for automated decisions that significantly affect them. This ensures transparency and accountability in cases where algorithms or AI systems are used for decision-making.

The blank should be filled with "Rehosting." Rehosting is a migration strategy where applications are moved to the cloud with minimal changes, offering a faster migration but not leveraging cloud-native capabilities.

Refactoring/re-architecting typically involves making code modifications and restructuring to align the application with cloud requirements, improving its performance and scalability.

Resource virtualization is the fundamental capability that enables a hypervisor to manage multiple virtual machines concurrently. It abstracts and allocates physical resources efficiently.

The correct option is 'Network Virtualization.' Network virtualization involves creating virtual versions of network resources, such as switches, routers, and firewalls. These virtual network components can be managed and configured independently, allowing for flexible and isolated networking in a virtualized environment. Desktop virtualization is about virtualizing desktop environments, server virtualization focuses on virtualizing server hardware, and containerization deals with application-level virtualization.

In a Hybrid Cloud model, organizations can balance their need for security (private) with the flexibility of the public cloud. Sensitive data remains on-premises, while less sensitive operations can utilize the public cloud.