Examples

Browse through example projects demonstrating various HTS features and use cases.

Getting Started Examples

Simple DAG

A basic Directed Acyclic Graph example showing:

• Creating CPU and GPU tasks
• Setting up dependencies
• Executing a linear pipeline
• Collecting execution statistics

Perfect for: Understanding the basics of HTS

Intermediate Examples

Pipeline

A production-ready ML inference pipeline showing:

• Complex DAG with parallel branches
• Error handling and retry policies
• Failure callbacks
• Load-based scheduling
• Production configuration

Perfect for: Building real-world applications

Advanced Examples

Coming Soon:

Memory Pool Management

• Manual memory allocation
• Pool configuration
• Defragmentation strategies
• Memory monitoring

Custom Scheduling Policies

• Implementing custom policies
• Policy benchmarking
• Dynamic policy switching

Event System

• Task lifecycle events
• Progress monitoring
• Real-time statistics

Error Recovery

• Retry strategies
• Fallback execution
• Graceful degradation
• Error propagation control

Example Projects

Coming Soon:

Image Processing Pipeline

• Load images from disk
• Preprocess on CPU
• Run inference on GPU
• Post-process results
• Save outputs

Data Parallelism

• Split data across multiple GPU tasks
• Parallel execution
• Result aggregation
• Load balancing

Stream Processing

• Continuous task generation
• Dynamic DAG updates
• Real-time processing
• Backpressure handling

Running Examples

Clone the Repository

git clone https://github.com/LessUp/heterogeneous-task-scheduler.git
cd heterogeneous-task-scheduler

Build with Examples

mkdir build && cd build
cmake .. -DCMAKE_BUILD_TYPE=Release -DHTS_BUILD_EXAMPLES=ON
make -j$(nproc)

Run an Example

cd examples
./simple_dag
./pipeline_example

Contributing Examples

We welcome example contributions! Please follow these guidelines:

1. Location: Place examples in examples/ directory
2. Naming: Use snake_case for example names
3. Documentation: Include a README.md in each example directory
4. Build System: Add to CMakeLists.txt
5. Quality: Follow project coding standards

Example Template

examples/
└── your_example/
    ├── README.md          # Description and instructions
    ├── CMakeLists.txt     # Build configuration
    └── main.cpp           # Example code

Next Steps

• Quick Start Guide — Learn the basics
• API Reference — Complete API documentation
• GitHub repository — Source and issues