Dukedocs
typically refers to the documentation standards and guides within the Duke University ecosystem, ranging from technical "docs-as-code" practices to academic and student life resources.
- Ingestion Layer: REST APIs, email parsers, and OCR engines.
- Storage Layer: Immutable object storage with AES-256 encryption at rest.
- Processing Layer: Apache Kafka for event streaming; TensorFlow Lite for document classification.
- Access Layer: OAuth 2.0 with fine-grained role-based access control (RBAC).
- Metadata decay – Operators skip required fields, breaking searchability.
- Legacy scans – Thousands of microfiche records from 1990s not OCR’d.
- Regulatory drift – New NERC rules require re-tagging of all “transient” documents.
- M&A history – Duke’s acquisitions (Progress Energy, Piedmont Natural Gas) left disparate file shares and NetApp volumes.
- Field latency – Substation LTE often 2 Mbps, making cloud sync unreliable.
Implication
: Any “DukeDocs” system must handle version control, audit trails, retention policies, and secure access across distributed plants, control centers, and legal/compliance teams.
Dukedocs Here
Dukedocs
typically refers to the documentation standards and guides within the Duke University ecosystem, ranging from technical "docs-as-code" practices to academic and student life resources.
- Ingestion Layer: REST APIs, email parsers, and OCR engines.
- Storage Layer: Immutable object storage with AES-256 encryption at rest.
- Processing Layer: Apache Kafka for event streaming; TensorFlow Lite for document classification.
- Access Layer: OAuth 2.0 with fine-grained role-based access control (RBAC).
- Metadata decay – Operators skip required fields, breaking searchability.
- Legacy scans – Thousands of microfiche records from 1990s not OCR’d.
- Regulatory drift – New NERC rules require re-tagging of all “transient” documents.
- M&A history – Duke’s acquisitions (Progress Energy, Piedmont Natural Gas) left disparate file shares and NetApp volumes.
- Field latency – Substation LTE often 2 Mbps, making cloud sync unreliable.
Implication
: Any “DukeDocs” system must handle version control, audit trails, retention policies, and secure access across distributed plants, control centers, and legal/compliance teams. dukedocs
