Final Answer:
Cloud hosting is the hosting environment that requires the service provider to manage the largest number of different data sources. Option B (Cloud hosting) is the answer.
Step-by-step explanation:
Cloud hosting is characterized by its scalability and flexibility, allowing the hosting provider to manage a vast array of different data sources efficiently. In a cloud hosting environment, data is stored across multiple servers and locations, often forming a distributed and interconnected network. This distributed nature enables seamless management of diverse data sources, accommodating varying workloads and resource demands.
Cloud hosting providers can dynamically allocate and scale resources based on demand, making it suitable for handling a large number of data sources effectively. In contrast, shared hosting, dedicated hosting, and virtual private server hosting may have limitations in terms of scalability and diversity of data sources they can efficiently manage.
Option B (Cloud hosting) is the answer.