Understanding Multi-Tenancy in Cloud Computing
Learn how cloud platforms serve multiple customers on shared infrastructure while maintaining security, isolation, and fair resource allocation.
What you'll learn
- Understand what multi-tenancy means
- Learn different isolation models
- Understand security implications
- Learn about resource management
- Apply concepts to GPU cloud platforms
Course Content
What is Multi-Tenancy?
Understanding the fundamental concept of multi-tenancy - how cloud providers serve multiple customers on shared infrastructure.
Isolation Models in Multi-Tenancy
Understanding different levels of isolation - from shared databases to dedicated infrastructure, and when to use each approach.
Security in Multi-Tenant Systems
Understanding security challenges and best practices for multi-tenant architectures - data isolation, access control, and compliance considerations.
Resource Management in Multi-Tenant Systems
Understanding how to fairly allocate resources, prevent noisy neighbors, and ensure quality of service in multi-tenant environments.
Multi-Tenancy in GPU Cloud Platforms
How GPU cloud providers implement multi-tenancy for AI/ML workloads - unique challenges, solutions, and Float16's approach.