Centre for Networked Intelligence, IISc Courses

On Pricing for Routing and Flow-Control in Payment Channel Networks

Explore blockchain payment channel networks, pricing algorithms, routing protocols, and DEBT control for optimal transaction flow management.

• YouTube
• 1 hour 23 minutes
• On-Demand
• Free Video

Leveraging Multi-Paradigm Simulation for Decision Support - Case Studies in Public Health and Healthcare Systems

Explore multi-paradigm simulation techniques for healthcare decision-making through campus reopening policies and VR-based medical training case studies.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Automated A/B Testing with the Upper Confidence Bound

Explore statistical inference challenges in adaptive experimentation and discover how Upper Confidence Bound algorithms enable valid A/B testing despite data dependency issues.

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

Stein's Method for Diffusion Approximations in Queueing Theory - A Tutorial

Discover Stein's method for analyzing diffusion approximations in queueing systems through generator comparison techniques and Markov process stationary distribution bounds.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

Adaptive Auto Rate Fallback Rate Adaptation Algorithm Simulation for 802.11ax Channel - Experiment 7

Explore AARF rate adaptation algorithm simulation for 802.11ax, covering ARF limitations, MATLAB implementation, and MCS variation with detailed results analysis.

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

HE-MU Transmit Packet Power Analysis for Different MCS Combinations and RU Size - Experiment 8

Explore HE-MU transmit packet power analysis across different MCS combinations and RU sizes using MATLAB's Spectrum Analyzer system object for comprehensive wireless communication insights.

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

Auto Rate Fallback Rate Adaptation Algorithm Simulation for 802.11ax Channel - Experiment 6

Explore Auto Rate Fallback rate adaptation algorithm simulation for 802.11ax channels with step-by-step MATLAB code walkthrough and results analysis.

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

Probability Function - PRP 02

Explore probability functions through axioms, indicator functions, and key properties like monotonicity and inclusion-exclusion principle in this mathematical foundation.

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

Independence in Probability - Law of Total Probability and Conditional Independence

Explore independence in probability through the Law of Total Probability, conditional probability, and conditional independence with practical examples and proofs.

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

Sample and Event Space - Introduction to Probability Theory

Discover fundamental probability concepts including sample spaces, event spaces as σ-algebras, and their properties through functions, cardinality, and random experiments.

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

Scaling AI Model Serving - QoS, Multimodality, and Beyond

Explore advanced techniques for scaling AI model serving with focus on Quality of Service optimization, multimodal integration, and cutting-edge deployment strategies.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

Scaling AI Model Serving - QoS, Multimodality, and Beyond

Explore advanced techniques for scaling AI model serving with focus on Quality of Service optimization, multimodal integration, and cutting-edge deployment strategies.

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

CNI Workshop on Quantum Networking

Explore quantum networking fundamentals, protocols, and applications in this comprehensive workshop from IISc's Centre for Networked Intelligence.

• YouTube
• 6 hours 23 minutes
• On-Demand
• Free Video

Making Serverless Computing Efficient and Scalable

Explore advanced techniques for optimizing serverless computing efficiency through SPRIGHT and SURE frameworks, featuring event-driven processing and zero-copy communication.

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

Enabling and Exploiting High-Speed In-Network Computing

Explore high-speed in-network computing systems that overcome memory and computational constraints in programmable network devices, enabling efficient state-intensive applications and ML-based traffic analysis at multi-Tbps speeds.

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