A Theory of Auto-Scaling for Resource Reservation in Cloud Services

Konstantinos Psychas, Javad Ghaderi

We consider a distributed server system consisting of a large number of servers, each with limited capacity on multiple resources (CPU, memory, disk, etc.). Jobs with different rew…