3 papers
cs.PF2026
Throughput-Optimal Multiresource-Job Scheduling with Continuous Requirement Distribution
Heyuan Yao, Willow Kowalik, Izzy Grosof
Modern computing systems process jobs with resource requirements such as CPU and memory, which are described by multiresource jobs (MRJ) queueing models. In practice, job resource…
math.PR2025
Sharp Decoupling Inequalities for the Variances and Second Moments of Sums of Dependent Random Variables
Victor H. de la Pena, Heyuan Yao, Demissie Alemayehu
Both complete decoupling and tangent decoupling are classical tools aiming to compare two random processes where one has a weaker dependence structure. We give a new proof for the…
math.ST2025
A Scalable Formula for the Moments of a Family of Self-Normalized Statistics
Haolin Zou, Heyuan Yao, Victor de la Peña
Following the student t-statistic, normalization has been a widely used method in statistic and other disciplines including economics, ecology and machine learning. We focus on sta…