Centre for Networked Intelligence, IISc Courses

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
• Self-Paced
• 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
• Self-Paced
• Free Video

Compressive and Sparse Array Processing in Signal Processing

Delve into advanced array processing techniques, focusing on compressive and sparse arrays for signal processing applications in communications, radar, and acoustic imaging with Prof. Geert Leus.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Redefining Caching for Generative AI - Approximate Caching in Text-to-Image Models and LLMs

Discover innovative approaches to caching in Generative AI, exploring NIRVANA for text-to-image diffusion and Cache-Craft for LLMs, focusing on efficiency improvements and computational optimization techniques.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Traffic Peering Games in Internet Exchange Points

Explore the dynamics of ISP traffic exchange at Internet Exchange Points, focusing on game theory analysis, peering decisions, and efficiency optimization in network infrastructure.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Group Testing: A Survey of Methods and Applications

Explore group testing theory and algorithms for identifying items of interest in large populations through pooled testing, with applications in disease detection, RFID systems, and streaming algorithms.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Group Testing: From Medical Testing to Network Tomography - Something Old, Something New, Something Borrowed

Explore group testing methodologies and their applications in medical testing, wireless communications, and DNA sequencing, with insights into a novel cascaded approach for efficient defective item detection.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Exploring Multi-bounce Scattering to Increase the Field-of-View of MM-wave Radar

Explore groundbreaking techniques for extending mm-wave radar capabilities through multi-bounce scattering, enabling detection of objects beyond direct line-of-sight for enhanced autonomous navigation and sensing applications.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Dynamic Rate Control Simulation in an 802.11ac Channel - Experiment 5

Explore dynamic rate control simulation in 802.11ac channels through step-by-step MATLAB code walkthrough and detailed analysis of simulation results.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

Constrained Best Arm Identification

Explore constrained best arm identification in bandit problems where arms have joint reward-cost distributions, learning optimal sampling strategies for real-world decision-making.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

Data-Driven Agriculture to Sustainably Nourish the World

Discover how IoT, AI, and Edge Computing revolutionize agriculture through affordable digital solutions, boosting productivity and sustainability while reducing costs and resource usage in farming operations.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Differentially Private Release of Spatio-Temporal Data Statistics

Explore strategies for releasing spatio-temporal data statistics with differential privacy, focusing on sample mean and variance calculations while minimizing reconstruction errors in urban data management.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Data-Driven Next-Generation Wireless Networking: Harnessing AI for Superior Performance and Security

Explore how AI can revolutionize wireless networks, enhancing performance and security across protocol layers for IoT, 5G, and NextG systems facing challenges of high data rates and dynamic environments.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Introduction to WLAN Toolbox

Explore the WLAN Toolbox for designing, simulating, and analyzing WLAN systems across IEEE 802.11 standards, with hands-on experiments focusing on Wi-Fi 6 technology and MATLAB implementations.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

IEEE WLAN 802.11ax Channel Model - Experiment 1

Explore IEEE WLAN 802.11ax channel models through multipath reception, indoor channel models, pathloss modeling, and MATLAB simulations with step-by-step code walkthrough and results analysis.

• YouTube
• 19 minutes
• Self-Paced
• Free Video