Scheduling Algorithms Courses and Certifications

Devoxx

The Battle of 2 Automated Conference Talk Scheduling Algorithms for Devoxx

Explore two AI-powered algorithms for optimizing conference talk scheduling, comparing OptaPlanner and NoConf in solving complex constraints for Devoxx Belgium.

• YouTube
• 51 minutes
• On-Demand
• Conference Talk

Simons Institute

Approximation Hardness and Online Algorithms for Resource Scheduling

Explore approximation hardness and online algorithms for efficient resource scheduling in parallel computing environments.

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

Operating Systems: Processes

47 ratings at Codecademy

Explore processes, threads, and scheduling in operating systems. Learn about process lifecycle, multithreading, and various scheduling algorithms for efficient system management.

• Codecademy
• 1 hour
• On-Demand
• Free Trial Available

IIT Kharagpur;  NPTEL

Real Time Operating System

Explore real-time operating systems, scheduling algorithms, and resource sharing protocols for embedded applications, with a focus on meeting timing constraints.

• Swayam
• 4 weeks
• On-Demand
• Free Online Course

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
• On-Demand
• 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
• On-Demand
• Free Video

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
• On-Demand
• Conference Talk

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Paul G. Allen School

Innovations in Theoretical Computer Science 2020 - Session 6

Explore cutting-edge research in theoretical computer science, including scheduling algorithms, online computation, network coordination games, tournament rules, and prophet inequalities.

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

USENIX

Rammer - Enabling Holistic Deep Learning Compiler Optimizations with rTasks

Optimizing DNN computation on hardware accelerators through novel abstractions and holistic scheduling, achieving significant performance improvements over existing compilers and libraries.

• YouTube
• 17 minutes
• On-Demand
• Conference Talk

USENIX

Orca - A Distributed Serving System for Transformer-Based Generative Models

Explore Orca, a distributed serving system for transformer-based generative models, featuring iteration-level scheduling and selective batching to enhance performance and efficiency in large-scale language model inference.

• YouTube
• 16 minutes
• On-Demand
• Conference Talk

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
• On-Demand
• 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
• On-Demand
• Free Video