Explore a conference talk from CppNow 2023 on Pipeflow, a C++ task-parallel pipeline scheduling framework. Dive into the fundamentals of pipeline parallelization, understand the limitations of existing data-centric frameworks, and discover how Pipeflow addresses these challenges through task parallelism. Learn about the framework's design, implementation, and deployment, including its use of lightweight atomic operations for efficient scheduling. Gain insights into real-world applications and performance advantages of Pipeflow in industrial settings. By the end, acquire the knowledge to implement task-parallel pipeline algorithms using Pipeflow in your own applications.
Pipeflow - C++ Task-Parallel Pipeline Scheduling Framework
Overview
Syllabus
Introduction
What is Pipeflow
Challenges of Existing Libraries
Solution Introduction
Python Use Question
Summary
Buffers
Implementation
Data Storage
Serial Pipe
Picallable
String
Column
Task
Verify
Performance
Results
Questions
Scheduling
Atomic Counter
Scheduling Algorithm
Taught by
CppNow
