Centre for Networked Intelligence, IISc Courses

Channel Charting - An Overview

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

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

A Random Walk from Small-World Phenomena to Web-Scale Search

Explore the evolution from small-world phenomena to modern web-scale vector search algorithms powering today's search engines and generative AI systems.

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

A Mean Field Game Approach to Resource Allocation in Communication Systems

Explore mean field game theory for resource allocation in communication systems with market-based server bidding strategies and distributed Nash equilibrium solutions.

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

Signal Processing for Integrated Sensing and Communications

Explore distributed integrated sensing and communications (ISAC) systems, covering coexistence optimization, mm-Wave/THz frequencies, and vehicular environments for enhanced signal processing.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

Future of Mobile - Extreme Connectivity, AI-Native, and Beyond Communications

Explore 6G mobile networks' future through extreme connectivity, AI-native systems, and integrated sensing technologies with Nokia Bell Labs expert Dr. Harish Viswanathan.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• 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
• Self-Paced
• Free Video

CONGO - Compressive Online Gradient Optimization

Discover CONGO framework for zeroth-order online convex optimization leveraging gradient sparsity in large-scale queueing networks and resource allocation problems.

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

Rearchitecting Datacenter Networks - A New Paradigm with Optical Core and Optical Edge

Explore optical circuit-switching technologies for sustainable datacenter networks, addressing energy challenges and traffic optimization in post-Moore's law era.

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

Learning with Minimal Human Feedback

Discover algorithms for online classification with minimal human feedback, combining concentration techniques with convex geometry for efficient model alignment and fine-tuning.

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

On Some Ultra-Sharp Bounds in Queueing Systems

Discover ultra-sharp bounds in queueing systems with exact delay distribution expressions for G/G/1 queues and polynomial-exponential structures for tandem networks.

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

Reinforcement Learning in Non-Stationary Environments

Explore non-stationary reinforcement learning with policy-based methods, featuring the novel NS-NAC algorithm and parameter-free BORL-NS-NAC for dynamic environments.

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

Aging Brain Research - Challenges and Opportunities

Explore aging brain research challenges, cognitive decline mechanisms, and multimodal data analysis for early dementia detection and intervention strategies.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video