Pipelines

This section covers various aspects of optimizing pipeline performance in Seldon Core 2, from testing methodologies to Core 2 configuration. Each subsection provides detailed guidance on different aspects of pipeline performance tuning:

Testing Pipelines

Learn how to effectively test and optimize pipeline performance:

• Understanding pipeline latency components

• Identifying and reducing bottlenecks

• Balancing model replicas and resources

Core 2 Configuration

Explore how to configure Core 2 components for optimal pipeline performance:

• Understanding Core 2 data processing components

• Optimizing Kafka integration

• Configuring Core 2 services

Each of these aspects plays a crucial role in achieving optimal pipeline performance. We recommend starting with testing individual models in your pipeline, then using those insights to inform your Core 2 configuration and overall pipeline optimization strategies.