Centre for Networked Intelligence, IISc Courses

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
• On-Demand
• Free Video

Redefining Caching for Generative AI

Explore innovative caching techniques for Generative AI, focusing on NIRVANA's approach to text-to-image diffusion models and Cache-Craft's optimization of large language models for improved efficiency.

• YouTube
• 1 hour 11 minutes
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Rate-Guaranteed Fair Scheduling

Discover rate-guaranteed fair scheduling algorithms that ensure equitable resource allocation and performance guarantees in networked systems and distributed computing environments.

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

Optimal Control of Interacting Agents on Sparse Random Graph

Discover optimal control strategies for multi-agent systems operating on sparse random networks, exploring mathematical frameworks for coordinated behavior and decision-making.

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

Class Imbalance in Deep Learning

Discover techniques to handle unequal data distribution in neural networks and improve model performance on minority classes through specialized deep learning approaches.

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

Channel Charting - An Overview

Discover channel charting fundamentals and applications in networked intelligence through expert insights from IISc research.

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

Time Synchronization in Networks

Discover time synchronization protocols and challenges in networked systems, exploring clock drift, network delays, and synchronization algorithms for distributed computing environments.

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

Scheduling Algorithms for Packet Voice in 5G Cellular Systems

Explore advanced scheduling algorithms optimized for packet voice transmission in 5G cellular networks and their performance implications.

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

Time Synchronization in Network

Discover time synchronization protocols and techniques for maintaining accurate timing across networked systems in this concise technical overview.

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

RIS-Assisted NOMA Communication Under Phase and SIC Imperfections

Explore RIS-assisted NOMA communication systems under hardware impairments, focusing on phase compensation and successive interference cancellation challenges.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video