Caloree: Learning control for predictable latency and low energy
Many modern computing systems must provide reliable latency with minimal energy. Two
central challenges arise when allocating system resources to meet these conflicting …
central challenges arise when allocating system resources to meet these conflicting …
[PDF][PDF] Combining Machine Learning and Control to Manage Computing System Complexity and Dynamics
NMC Imes - people.cs.uchicago.edu
As power and energy become rst-order concerns for computing systems, so ware
developers are increasingly tasked with meeting multiple, o en con icting goals; eg, creating …
developers are increasingly tasked with meeting multiple, o en con icting goals; eg, creating …
[PDF][PDF] Controlling AI Engines in Dynamic Environments
D John - Energy - mlsys.org
A recent paper lists deploying AI in dynamic environments with unpredictable changes as a
major research opportunity. To address this challenge we advocate the integration of AI and …
major research opportunity. To address this challenge we advocate the integration of AI and …