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queuing-theory

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Discrete Event Simulation | Queue Modeling | Bayesian Optimization | Full Factorial Design. "Design and Operation of Individualized Single-use Systems: Car-T Cell Therapy". Modeling Single-use systems using stochastic optimization techniques.

  • Updated Jun 18, 2020
  • Python

Modeling and simulating various queuing models such as: M/M/1, M/M/k, G/G/1, G/M/1, and M/G/1 for Large Language Model (LLM) inference systems. These simlulations bridge the gap between theoretical frameworks and practical simulations, this provides valuable insights for developing scalable, energy-efficient AI infrastructures.

  • Updated Jan 5, 2025
  • Jupyter Notebook

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