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Presentation Layer |
Web |
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Presentation Layer |
Mobile |
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Presentation Layer |
API |
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Application Layer |
Business Applications |
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Data Management |
Data ingestion |
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Data Management |
Data Preprocessing |
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Data Management |
Application Component |
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Data Management |
Data Governance |
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Data Management |
Data Quality |
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Data Management |
Data Lineage |
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AI Inferencing |
Inferencing Frameworks |
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AI Inferencing |
AI Framework Operations |
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AI Inferencing |
Agent Components |
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AI Inferencing |
RAG Components |
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AI Inferencing |
Guardrails |
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AI Inferencing |
Drift Detection |
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AI Inferencing |
Performance Tracking |
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Model Design, Development and Tuning |
Model Development Tools |
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Model Design, Development and Tuning |
Model Training Platforms |
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Model Design, Development and Tuning |
Hyperparameter Tuning |
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Model Design, Development and Tuning |
Model Evaluation Tools |
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Model Design, Development and Tuning |
Model Validation |
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Model Design, Development and Tuning |
Model Versioning |
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AI Model Repository and Model Serving Functions |
Model Management Tools |
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AI Model Repository and Model Serving Functions |
Model Serving Platforms |
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Observability |
Monitoring tools |
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Observability |
Logging Tools |
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Observability |
Alerting Tools |
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Observability |
Tracing Tools |
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Observability |
Auditing Tools |
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Security |
Encryption |
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Security |
Access Control Systems |
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Security |
Vulnerability Management |
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Security |
Compliance Frameworks |
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Security |
Data Management |
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|
Security |
AI Inferencing |
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|
Security |
Model Design, Development and Tuning |
|
|
Security |
AI Model Repository and Model Serving Functions |
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|
Security |
Observability |
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Containers and Orchestration Layer |
Docker |
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Containers and Orchestration Layer |
Kubernetes |
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Driver Abstraction |
NVIDIA GPU Operator |
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Driver Abstraction |
Intel Device Plugin Operator |
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|
Driver Abstraction |
AMD GPU Operator |
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Operating System |
Windows |
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Operating System |
Canonical |
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Operating System |
Red Hat |
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Hardware |
CPU |
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Hardware |
GPU |
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Hardware |
Networking |
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CPU |
Intel |
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CPU |
Grace |
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CPU |
EPYC |
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GPU |
NVIDIA |
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GPU |
AMD |
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|
GPU |
INTEL |
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Networking |
DPU |
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|
Networking |
NIC |