Workload Modeling and its Implications on Data-Center-on-a-Chip Optimization: From Mathematical Models to Control Algorithms

Paul Bogdan

Abstract: The design and optimization of data-centers-on-a-chip (DCoC) requires accurate mathematical modeling of the workloads. We describe a statistical physics-inspired formalism that allows both the derivation of state space representation of the network and the dynamic optimization.