Accession Number:

AD1058676

Title:

Probabilistic and Statistical Analysis of Complex Stochastic Networks

Descriptive Note:

Technical Report,15 May 2014,14 May 2017

Corporate Author:

Colorado State University - Ft. Collins Fort Collins United States

Personal Author(s):

• Lee, Chihoon

Report Date:

2017-06-02

Pagination or Media Count:

17.0

Abstract:

The research objective of this proposal is on analyzing long time asymptotics, control and statistical inference problems for wide family of stochastic network systems to address fundamental issues arising from data-intensive network applications. Our methodology is based on weak convergence approximations for the network systems critical loading, stochastic simulations, applying statistical inference methods stochastic differential equations to the limit approximating models.

Descriptors:

• stochastic processes
• probability
• statistics
• simulations
• asymptotic normality
• weak convergence
• network science
• markov processes
• statistical analysis
• differential equations
• queueing theory
• statistical inference
• operations research

Subject Categories:

• Computer Systems
• Statistics and Probability

Distribution Statement:

APPROVED FOR PUBLIC RELEASE