Requirements#
ML Execution
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status: valid
security: NO
safety: QM
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The platform shall support the execution of traditional ML models on embedded automotive hardware. |
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ASIL-B ML Inference
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status: valid
security: NO
safety: ASIL_B
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The platform shall support deployment of safety-certified inference backends and abstraction layers for ASIL-B use cases. |
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Efficient Embedded Runtime
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status: valid
security: NO
safety: QM
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The platform shall optimize runtime performance and memory usage to meet the constraints of automotive edge hardware. |
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Cross-OS Portability
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status: valid
security: NO
safety: QM
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The platform shall support portable AI components that run on both QNX (ASIL-B) and Linux environments. |
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Verified Model Execution
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status: valid
security: YES
safety: QM
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The platform shall ensure model artifacts are verified via cryptographic signatures before execution, and model loading is restricted to trusted paths. |
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Static Backend Selection
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status: valid
security: NO
safety: ASIL_B
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The platform shall select inference backends statically at build time to ensure deterministic runtime behavior. |
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