[HTML][HTML] Exploring Markov Decision Processes: A Comprehensive Survey of Optimization Applications and Techniques

QW Khan - Igmin Research, 2024 - igminresearch.com
Markov decision process is a dynamic programming algorithm that can be used to solve an
optimization problem. It was used in applications like robotics, radar tracking, medical …

[PDF][PDF] Non-Stationary Gradient Descent for Optimal Auto-Scaling in Serverless Platforms

J Anselmi, B Gaujal, LS Rebuffi - polaris.imag.fr
To efficiently manage serverless computing platforms, a key aspect is the auto-scaling of
services, ie, the set of computational resources allocated to a service adapts over time as a …