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On Some Ultra-Sharp Bounds in Queueing Systems

Centre for Networked Intelligence, IISc via YouTube

Overview

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Attend this academic lecture to explore groundbreaking mathematical techniques for analyzing queueing systems with unprecedented precision. Learn about two revolutionary classes of ultra-sharp bounds that dramatically improve upon existing state-of-the-art methods by orders of magnitude. Discover the first class of bounds specific to G/G/1 queues with potentially correlated inter-arrivals, featuring an exact expression for delay distribution through an elegant series formulation where just the first few terms provide extraordinary accuracy through elementary integration. Examine the second class of bounds designed for tandem queueing networks with general arrivals and light-tailed service times, revealing for the first time that end-to-end delay distributions follow a polynomial-exponential structure. Gain insights into how these theoretical advances translate to practical improvements in network performance analysis, with explicit bounds demonstrating improvements of many orders of magnitude over current methods. Professor Florin Ciucu from the University of Warwick, a leading expert in stochastic network analysis and recipient of multiple best paper awards, presents this cutting-edge research that bridges advanced mathematical theory with real-world applications in communication networks and queueing theory.

Syllabus

Time: 5:00 PM - PM IST

Taught by

Centre for Networked Intelligence, IISc

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