Scheduling Algorithms Courses and Certifications

NPTEL;  IIT Kharagpur

Real-Time Systems

Comprehensive exploration of real-time systems, covering scheduling, operating systems, communication protocols, and databases. Ideal for those seeking in-depth understanding of time-critical computing.

• YouTube
• 1 day 12 hours
• Self-Paced
• Free Video

Docker

Everything You Thought You Already Knew About Orchestration - Algorithms and Concepts

Explore advanced orchestration concepts like quorum, consensus, and leader election. Learn debugging techniques and scheduling algorithms to enhance your containerized application management skills.

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

Unleash the Full Potential of Kubernetes Scheduler: Configuration, Extension and Operation in Production

Explore Kubernetes scheduler's features, configuration, and extensions. Learn to optimize for diverse workloads, enhance scalability, and customize with plugins in large production clusters.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video

CppNow

Introduction to C++ Coroutines Through a Thread Scheduling Demonstration

Explore C++20 coroutines for efficient CPU-GPU multitasking, improving performance in heterogeneous workloads. Learn fundamental components and design a lightweight programming model with scheduling algorithm.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Conference Talk

Gopher Academy

Building a Custom Kubernetes Scheduler

Learn to build a custom Kubernetes scheduler, exploring advanced container orchestration techniques and enhancing your understanding of Kubernetes internals.

• YouTube
• 40 minutes
• Self-Paced
• Conference Talk

Technocraft

Introduction to Real-Time Linux - Unleashing Deterministic Computing

Explore real-time Linux: definition, myths, target markets, kernel preemption, and PREEMPT_RT. Learn about Ubuntu 22.04 LTS Beta's real-time capabilities for deterministic computing.

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

Network Bandwidth-Aware Kubernetes Cluster - Enhancing Scheduler for Network Resources

Extending Kubernetes scheduler to consider network bandwidth, ensuring optimal placement and performance for bandwidth-sensitive applications in virtualized infrastructures.

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

Minimizing GPU Cost for Deep Learning on Kubernetes

Learn to optimize GPU usage for deep learning on Kubernetes, reducing costs by up to 40%. Explore GPU sharing solutions, API design, scheduling, and isolation techniques with practical Tensorflow examples.

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

From Linux CFS Scheduler to Goroutine Scheduler - How CFS Algorithm Could Be Used in Goroutine Scheduling

Explore how the Linux CFS algorithm can be applied to Goroutine scheduling, enhancing Go programming efficiency and performance optimization techniques.

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

Realtime Linux - Birds of a Feather Session

Explore real-time Linux capabilities and advancements with Google expert Steven Rostedt in this insightful Birds of a Feather session.

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

Xen Cache Coloring - Interference-Free Real-Time Systems

Explore cache coloring in Xen for real-time systems, covering schedulers, allocation, configuration, and benchmarking. Includes a demo and baremetal memory stress discussion.

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

Network-aware Scheduling in Kubernetes

Explore network-aware scheduling in Kubernetes to optimize latency-sensitive applications. Learn about a framework with controllers and plugins for improved microservice performance.

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

Linux Plumbers Conference

OS Scheduling with Nest - Keeping Tasks Close Together on Warm Cores

Explore innovative OS scheduling techniques to optimize task placement on warm cores, enhancing system performance and energy efficiency in modern computing environments.

• YouTube
• 46 minutes
• Self-Paced
• Conference Talk

Linux Plumbers Conference

Scheduler MC

Explore advanced Linux scheduling concepts and techniques in this comprehensive conference session, focusing on optimizing system performance and resource allocation.

• YouTube
• 4 hours 28 minutes
• Self-Paced
• Conference Talk

Linux Plumbers Conference

Real Time - MC

Explore real-time computing concepts and applications in Linux systems, focusing on mission-critical operations and performance optimization techniques.

• YouTube
• 2 hours 55 minutes
• Self-Paced
• Conference Talk