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specialization:ml-inference-serving
ML Inference Serving
specialization:ml-inference-serving
Specialization
domain/specializations/ml-inference-serving.yaml
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overview
json
graph
Attributes
displayName
ML Inference Serving
parentDomainId
domain:ml-ops
description
Serving ML / LLM inference at scale — vLLM, TGI, TensorRT-LLM, Triton, batching, KV-cache management, and GPU autoscaling.
Outgoing edges
(1)
specializes
1
domain:ml-ops
·
Domain
MLOps
Incoming edges
(5)
applies_to
4
skill-area:model-serving-operations
·
SkillArea
Model Serving
skill-area:model-robustness-testing
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SkillArea
Model Robustness Testing
skill-area:inference-performance-testing
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SkillArea
Inference Performance Testing
skill-area:model-monitoring-drift-detection
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SkillArea
Model Monitoring and Drift Detection
contains
1
domain:ml-ai
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Domain
ML/AI