Parallelization

Overview

The parallelization module enables parallel task execution and workflow parallelization. It manages concurrent execution of independent tasks, improving overall system throughput.

Features

• Parallel Execution: Execute tasks in parallel
• Dependency Management: Manage task dependencies for parallel execution
• Resource Optimization: Optimize resource usage for parallel tasks
• Concurrency Control: Control concurrency levels

Usage

Parallelization improves system performance by executing independent tasks concurrently, reducing overall execution time and improving resource utilization.

Integration

Parallelization integrates with:

• Orchestrator: Enables parallel orchestration
• Executor: Executes tasks in parallel
• Routing: Routes tasks for parallel execution

Workflow Orchestration

Parallelization is a key component of workflow orchestration, enabling efficient execution of complex workflows with multiple independent tasks.