Systems, methods, and computer-readable media for performance monitoring and tenant migration in multi-tenant and/or cloud computing ecosystems are described. Embodiments may include technologies for scaling multi-tenant systems based on input load characteristics, proactive monitoring and tenant migration in multi-tenant environments, and service isolation in a multi-tenant environments. Other embodiments may be described and/or claimed.