no code implementations • 15 Oct 2021 • Chaitanya Poolla, Rahul Saxena
To solve this problem, we propose to (1) extend Amdahl's law to accommodate multiple configurable resources into the overall speedup equation, and (2) transform the speedup equation into a multivariable regression problem suitable for machine learning.
no code implementations • 14 Apr 2020 • Chaitanya Poolla, Abraham K. Ishihara, Dan Liddell, Rodney Martin, Steven Rosenberg
By augmenting the visual feedback in the university environment with a monetary incentive, the mean energy reduction was found to be ~24. 22%