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300 Second Madness

300 Second Madness. Peter Glynn. What do I do?. Stochastic Modeling: applied probability computational methods (primarily simulation) queueing theory statistical methods for stochastic systems. Current Interests. Traffic Modeling

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300 Second Madness

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  1. 300 Second Madness Peter Glynn

  2. What do I do? • Stochastic Modeling: • applied probability • computational methods (primarily simulation) • queueing theory • statistical methods for stochastic systems

  3. Current Interests • Traffic Modeling • How does the choice of model affect performance predictions? • light vs. heavy tails • short-range vs. long-range dependence • model non-stationarity

  4. Current Interests (Cont.) • how does one estimate the model from observed data? • how much data is needed to make reliable predictions?

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