Probabilistic and Statistical Analysis of Complex Stochastic Networks
Technical Report,15 May 2014,14 May 2017
Colorado State University - Ft. Collins Fort Collins United States
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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.
- Computer Systems
- Statistics and Probability