Centre for Networked Intelligence, IISc Courses

Tight Bounds for General Computation in Noisy Broadcast Networks

Delve into the mathematical analysis of noise-resilient protocols in broadcast networks, exploring tight bounds for general computation and innovative simulation schemes with Dr. Saxena.

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

Quickest Fault Detection over Lossy Networks for Industrial Machinery

Explore advanced fault detection techniques for industrial machinery monitoring over lossy networks, focusing on efficient CUSUM algorithms and statistical methods for early fault identification.

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

Cilium Overview - Introduction to Cloud-Native Networking with eBPF

Discover how Cilium leverages eBPF technology for cloud-native networking and security, exploring key features and implementation strategies for modern infrastructure.

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

eBPF Security - Introduction to Kernel-Level Security Monitoring

Explore advanced eBPF security implementations in networking and transport stacks, focusing on KubeArmor maintenance, packet routing optimization, and data-center network security principles.

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

eBPF Fundamentals and Applications - Keynote

Dive into advanced eBPF concepts and applications with Intel expert Brendan Gregg, exploring cutting-edge kernel observability techniques and performance analysis tools.

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

eBPF Networking and Network Observability Workshop

Dive into eBPF networking fundamentals and advanced applications with insights from IBM's expert on network observability, performance optimization, and Kubernetes integration.

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

eBPF Observability Workshop

Dive into advanced eBPF observability techniques with an experienced Intel technologist, covering kernel development, system programming, and networking optimization for robust software implementation.

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

Streaming Codes for Three-Node Relay Networks With Burst Erasures

Explore packet-level erasure codes and delay-constrained recovery techniques for three-node relay networks, focusing on innovative streaming code construction for handling burst packet losses.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Between Promise and Reality - Navigating the Landscape of Indic Language LLMs Amidst Hyperbole and Hope

Explore the current state, challenges, and real-world implications of Indic language LLMs, separating ambitious claims from actual achievements in linguistic AI development.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Min LQG Games and Collective Discrete Choice Problems in Decision Making

Explore linear quadratic Gaussian games and their applications in social choice dynamics, election patterns, and micro-robotic exploration through mathematical modeling and Nash equilibria analysis.

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

Learning While Bidding in Vickrey Auctions with Acquisition Rate and Targeting Constraints

Explore optimization strategies for real-time bidding in Vickrey auctions, focusing on cost-minimization algorithms and stochastic approximation methods for ad placement campaigns with targeting constraints.

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

Elements of Excellence in PhD Research

Discover essential strategies and insights for conducting high-quality PhD research, from choosing advisors and research problems to developing scholarly excellence and maintaining research integrity.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

CT Scan for Your Network: Topology Inference from End-to-end Measurements

Discover network topology inference techniques through end-to-end measurements, exploring how to extract routing information and link metrics without direct access to network infrastructure or internal nodes.

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

Towards a Theory of Exploration in Continuous-Time Reinforcement Learning

Delve into advanced theoretical frameworks for continuous-time reinforcement learning, exploring relaxed controls and rough path theory for modeling exploration processes in stochastic environments.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Sequential Clustering of Data Streams from Unknown Distributions

Explore sequential nonparametric clustering techniques for data streams, focusing on universal tests that efficiently group streams based on distribution proximity, with applications in statistical analysis.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video