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Parallel Execution
ASecuritySub-skill of orcaflex-batch-manager: Parallel Execution (+1).
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- Added September 9, 2026
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[](https://www.skillsdirectory.com/skills/vamseeachanta-parallel-execution-workspace-hub)---
name: orcaflex-batch-manager-parallel-execution
description: 'Sub-skill of orcaflex-batch-manager: Parallel Execution (+1).'
version: 1.0.0
category: engineering
type: reference
scripts_exempt: true
---
# Parallel Execution (+1)
## Parallel Execution
| Feature | Description |
|---------|-------------|
| ThreadPoolExecutor | Parallel model processing |
| Adaptive scaling | Workers adjust based on CPU/memory |
| File-size optimization | Thread allocation by file complexity |
| Chunk processing | Memory-efficient large batch handling |
## Resource Management
| Resource | Management Strategy |
|----------|---------------------|
| CPU | Worker count = CPU cores - 2 (max 30) |
| Memory | Monitor usage, reduce workers if >80% |
| Disk I/O | Batch file reads, optimize writes |
| License | Respect OrcaFlex license limits |
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