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#Scheduling Algorithms

Showing: 37 courses
NPTEL

Real-Time Systems

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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.
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40 Lesons
1 day 12 hours
On-Demand
Free-Video
Linux Plumbers Conference

Using DL Servers for FIFO Tasks Starvation Avoidance

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Explore FIFO task starvation prevention using DL servers in Linux systems, enhancing performance and resource management for critical processes.
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1 Lesons
18 minutes
On-Demand
Free-Video
5 Minutes Engineering

Embedded and Real Time Operating Systems

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Comprehensive exploration of embedded systems and real-time operating systems, covering hardware components, architectures, protocols, and scheduling algorithms in Hindi.
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74 Lesons
8 hours
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Orchestrating WebAssembly - Reconciliation Loops Beyond Kubernetes

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Explore wasmCloud's Application Deployment Manager for orchestrating Wasm components across distributed environments. Learn from Kubernetes veterans about challenges, solutions, and future possibilities in Wasm orchestration.
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1 Lesons
29 minutes
On-Demand
Free-Video
OpenInfra Foundation

Sokovan - Container Orchestrator for Accelerated AI/ML Workloads and Massive Scale GPU Computing

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Discover how Sokovan optimizes AI/ML workloads through intelligent container orchestration, featuring dual-layer scheduling and hardware acceleration integration for enhanced GPU computing performance.
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1 Lesons
28 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Network-aware Scheduling in Kubernetes

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Explore network-aware scheduling in Kubernetes to optimize latency-sensitive applications. Learn about a framework with controllers and plugins for improved microservice performance.
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20 Lesons
36 minutes
On-Demand
Free-Video
Paul G. Allen School

Innovations in Theoretical Computer Science 2020 - Session 6

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Explore cutting-edge research in theoretical computer science, including scheduling algorithms, online computation, network coordination games, tournament rules, and prophet inequalities.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
Neso Academy

Scheduling Algorithms - Shortest Job First

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Explore Shortest Job First scheduling algorithm in operating systems, covering non-preemptive and preemptive approaches, average waiting time calculations, and addressing potential issues.
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6 Lesons
29 minutes
On-Demand
Free-Video
tinyML

SWIS: Shared Weight Bit Sparsity for Efficient Neural Network Acceleration

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Explore SWIS, a quantization framework for efficient neural network inference acceleration, offering improved performance and storage compression through weight decomposition and scheduling algorithms.
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11 Lesons
20 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

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

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Explore Kubernetes scheduler's features, configuration, and extensions. Learn to optimize for diverse workloads, enhance scalability, and customize with plugins in large production clusters.
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1 Lesons
1 hour 29 minutes
On-Demand
Free-Video
Linux Foundation

Realtime Linux - Birds of a Feather Session

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Explore real-time Linux capabilities and advancements with Google expert Steven Rostedt in this insightful Birds of a Feather session.
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1 Lesons
42 minutes
On-Demand
Free-Video
IEEE

Scheduling and Data Structures - Session 5B

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Explore advanced scheduling algorithms and data structures in this IEEE session, focusing on cutting-edge research and practical applications in computer science.
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1 Lesons
1 hour 29 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Trimaran: Real Load Aware Scheduling in Kubernetes

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Explore real load-aware scheduling in Kubernetes with Trimaran, featuring TargetLoadPacking and LoadVariationRiskBalancing plugins for improved resource utilization and efficient pod packing.
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1 Lesons
33 minutes
On-Demand
Free-Video
Ubuntu OnAir

Let's Get the Kernel on Schedule - Implementing a Scheduler

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Dive into kernel development: implement a scheduler, explore task states, and master task creation/termination in this hands-on tutorial with Andrea and Yannick.
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26 Lesons
1 hour 34 minutes
On-Demand
Free-Video
Ubuntu OnAir

Writing a Minimalist Linux Kernel - From Concept to Implementation

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Explore the process of creating a minimalist Linux kernel, from initial coding to advanced features like cursor updates, snap support, and scheduling, in this comprehensive tutorial.
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17 Lesons
1 hour 36 minutes
On-Demand
Free-Video
Linux Foundation

Energy Aware Scheduler (EAS) for big.LITTLE ARM SoCs - An Unbiased Analysis

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Explore the Energy Aware Scheduler for big.LITTLE ARM SoCs, its essentials, alternatives, and vendor variations. Gain insights into its strengths and weaknesses for efficient heterogeneous computing.
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1 Lesons
48 minutes
On-Demand
Free-Video
Linux Foundation

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

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Extending Kubernetes scheduler to consider network bandwidth, ensuring optimal placement and performance for bandwidth-sensitive applications in virtualized infrastructures.
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1 Lesons
36 minutes
On-Demand
Free-Video
Linux Foundation

Minimizing GPU Cost for Deep Learning on Kubernetes

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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.
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1 Lesons
38 minutes
On-Demand
Free-Video
Docker

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

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Explore advanced orchestration concepts like quorum, consensus, and leader election. Learn debugging techniques and scheduling algorithms to enhance your containerized application management skills.
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7 Lesons
41 minutes
On-Demand
Free-Video
Linux Foundation

Xen Cache Coloring - Interference-Free Real-Time Systems

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Explore cache coloring in Xen for real-time systems, covering schedulers, allocation, configuration, and benchmarking. Includes a demo and baremetal memory stress discussion.
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10 Lesons
43 minutes
On-Demand
Free-Video
Sundeep Saradhi Kanthety

Scheduling Algorithms in Operating Systems - FCFS, SJF, Priority Scheduling, and Round Robin

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Comprehensive exploration of CPU scheduling algorithms: FCFS, SJF, Priority, and Round Robin. Learn implementation, advantages, and practical applications in operating systems.
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1 Lesons
2 hours 10 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Empowering Efficiency: PEAKS - Orchestrating Power-Aware Kubernetes Scheduling

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Innovative Kubernetes scheduler optimizing power efficiency through ML-driven node recommendations, reducing energy consumption in cloud-native environments while maintaining performance.
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1 Lesons
39 minutes
On-Demand
Free-Video
USENIX

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

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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.
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10 Lesons
16 minutes
On-Demand
Free-Video
USENIX

Rammer - Enabling Holistic Deep Learning Compiler Optimizations with rTasks

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Optimizing DNN computation on hardware accelerators through novel abstractions and holistic scheduling, achieving significant performance improvements over existing compilers and libraries.
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1 Lesons
17 minutes
On-Demand
Free-Video
CppNow

Introduction to C++ Coroutines Through a Thread Scheduling Demonstration

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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.
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1 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Linux Plumbers Conference

Real Time - MC

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Explore real-time computing concepts and applications in Linux systems, focusing on mission-critical operations and performance optimization techniques.
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1 Lesons
2 hours 55 minutes
On-Demand
Free-Video
Linux Plumbers Conference

Scheduler MC

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Explore advanced Linux scheduling concepts and techniques in this comprehensive conference session, focusing on optimizing system performance and resource allocation.
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1 Lesons
4 hours 28 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Intro + Deep Dive - Provider IBM Cloud

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Overview of IBM Cloud Provider subproject, recent developments, and activities in cloud-native computing, including CCM, ManageIQ, and multi-cluster management.
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10 Lesons
28 minutes
On-Demand
Free-Video
Gopher Academy

Building a Custom Kubernetes Scheduler

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Learn to build a custom Kubernetes scheduler, exploring advanced container orchestration techniques and enhancing your understanding of Kubernetes internals.
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1 Lesons
40 minutes
On-Demand
Free-Video
Linux Plumbers Conference

Optimizing Google Search and Beyond with Pluggable Scheduling

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Explore advanced techniques for optimizing Google Search through pluggable scheduling, enhancing performance and efficiency in large-scale systems.
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1 Lesons
18 minutes
On-Demand
Free-Video
ACM SIGPLAN

Work Assisting - Linking Task-Parallel Work Stealing with Data-Parallel Self Scheduling

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Explore a novel scheduling strategy for mixing data and task parallelism, preserving data parallelism structure while enabling flexible thread distribution and self-scheduling for improved performance.
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1 Lesons
25 minutes
On-Demand
Free-Video
USENIX

Fairness in Serving Large Language Models

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Explore innovative scheduling algorithms for fair and efficient LLM inference services, addressing challenges of unpredictable request lengths and unique batching characteristics on parallel accelerators.
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1 Lesons
16 minutes
On-Demand
Free-Video
USENIX

USHER: Holistic Interference Avoidance for Resource Optimized ML Inference

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Optimizes ML inference systems by maximizing GPU resource utilization and minimizing interference, resulting in higher goodput and cost-efficiency for deep learning model deployment.
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1 Lesons
15 minutes
On-Demand
Free-Video
Centre for Networked Intelligence, IISc

Low Complexity Optimal Policies for Networked Control Systems

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Explore optimal scheduling policies for wireless networked control systems, focusing on channel observation, risk-sensitive cost criteria, and half-duplex controller scenarios in communication networks.
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1 Lesons
46 minutes
On-Demand
Free-Video
Technocraft

Introduction to Real-Time Linux - Unleashing Deterministic Computing

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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.
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11 Lesons
41 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

How to Increase the Throughput of Kubernetes Scheduler by Tens of Times

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Explore advanced techniques to significantly boost Kubernetes scheduler performance, including algorithm optimization, parallel computation, and batch scheduling for improved cluster scalability and resource utilization.
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1 Lesons
41 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

WASM and KWOK Wizardry - Writing and Testing Kubernetes Scheduler Plugins at Scale

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Discover how to optimize Kubernetes scheduling by building custom plugins with WebAssembly and testing at scale using KWOK, focusing on performance metrics and efficient cluster management.
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1 Lesons
34 minutes
On-Demand
Free-Video