Aditya Malik, Nalini Ratha, et al.
CAI 2024
As data-center energy consumption continues to rise, efficient power management is becoming increasingly important. In this work, we examine the use of a novel market mechanism for finding the right balance between power and performance. The market enables a separation between a 'buyer side' that strives to maximize performance and a 'seller side' that strives to minimize power and other costs. A concise and scalable description language is defined for agent preferences that admits a mixedinteger program for computing optimal allocations. Experimental results demonstrate the robustness, flexibility, practicality and scalability of the architecture.
Aditya Malik, Nalini Ratha, et al.
CAI 2024
Leonid Karlinsky, Joseph Shtok, et al.
CVPR 2019
Erik Altman, Jovan Blanusa, et al.
NeurIPS 2023
Pavel Klavík, A. Cristiano I. Malossi, et al.
Philos. Trans. R. Soc. A