Queueing Theory Courses and Certifications

NPTEL-NOC IITM

M/G/1 Queue - Expected Busy Period, Waiting Time, and PASTA - Lecture 37

Explore M/G/1 queues, analyzing busy periods, waiting times, PASTA principle, and Little's theorem for enhanced understanding of queueing systems.

• YouTube
• 39 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Time Sampled M/M/1 Queue and Burke's Theorem - Lecture 66

Explore Burke's Theorem and M/M/1 Queue concepts, including reversibility and time sampling, to enhance understanding of queueing theory.

• YouTube
• 17 minutes
• On-Demand
• Free Video

USENIX

System Performance and Queuing Theory - Concepts and Application

Explore queueing theory basics and its application to software systems. Learn to configure systems, predict performance, and identify breaking points using real-world data and metrics.

• YouTube
• 40 minutes
• On-Demand
• Free Video

Centre for Networked Intelligence, IISc

Dynamic Pricing and Matching for Online Marketplaces

Delve into advanced queueing theory and pricing strategies for online marketplaces, exploring bipartite matching networks, max-weight matching policies, and heavy traffic analysis for optimal profit and delay management.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Centre for Networked Intelligence, IISc

A Tale of Tails: Asymptotics and Non-asymptotics in Load Balancing

Delve into queueing systems analysis, exploring asymptotic regimes, load balancing techniques, and non-asymptotic tail bounds through transform methods and shortest-queue algorithms.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Video

Manufacturing Systems I

31 ratings at edX

Learn about manufacturing systems and ways to analyze them in terms of material flow and storage, information flow, capacities, and times and durations of events, especially random events.

• edX
• 8 weeks, 10-12 hours a week
• On-Demand
• Free Online Course (Audit)

Quantitative Analysis

Learn and review key topics in quantitative decision-making for business, including risk analysis, simulation, inventory models, and linear programming, to enhance your skills and exam performance.

• Study.com
• 7 hours 12 minutes
• On-Demand
• Paid Course

UExcel Quantitative Analysis: Study Guide & Test Prep

Comprehensive preparation for UExcel Quantitative Analysis exam, covering decision-making, inventory models, queueing theory, and project management to earn business credits.

• Study.com
• 7 hours 20 minutes
• On-Demand
• Paid Course

Microcredential

Patient Journey and System Design

Apply systems thinking to improve organisational performance and patient experience.

• FutureLearn
• 6 weeks, 10 hours a week
• On-Demand
• Paid Course

IIT Guwahati;  NPTEL

Simulation of Communication Systems using Matlab

Learn to model and simulate communication systems using MATLAB, covering Monte Carlo methods, random processes, AWGN systems, fading channels, MIMO, Markov chains, queueing, and optimal filtering.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

IIT Guwahati;  NPTEL

Introduction To Queueing Theory

Explore queueing theory and stochastic processes for modeling waiting lines and service systems. Learn performance analysis techniques to design efficient systems across various industries.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Simons Institute

Predicting Intersection Signal Timing

Explore signal control parameters, queueing theory, and dynamic programming for optimizing intersection traffic flow and reducing fuel consumption.

• YouTube
• 47 minutes
• On-Demand
• Free Video

GOTO Conferences

Responding in a Timely Manner

Explore design patterns and algorithms for building responsive systems that meet predictable response time guarantees, regardless of load or dataset size, even during burst traffic and partial failures.

• YouTube
• 49 minutes
• On-Demand
• Conference Talk

Strange Loop Conference

Stop Rate Limiting - Capacity Management Done Right

Explore capacity management alternatives to rate limiting, using Little's Law and concurrency control for better API performance and resource isolation in microservices architectures.

• YouTube
• 42 minutes
• On-Demand
• Conference Talk

Strange Loop Conference

A Frontend Server, Front to Back

Explore the implementation of Fitbit's frontend server, covering queueing theory, software design, GC tuning, and Netty library, with practical insights on building fast, stable, scalable, and extensible systems.

• YouTube
• 47 minutes
• On-Demand
• Conference Talk