Optimal Service Elasticity in Large-Scale Distributed Systems
Optimal Service Elasticity in Large-Scale Distributed Systems
A fundamental challenge in large-scale cloud networks and data centers is to achieve highly efficient server utilization and limit energy consumption, while providing excellent user-perceived performance in the presence of uncertain and time-varying demand patterns. Auto-scaling provides a popular paradigm for automatically adjusting service capacity in response to demand while …