How to Solve Technical Debt in AI System Development with DevOps

Abstract

Outline. Set the stage: DevOps, AI System Development, The problem: Technical Debt, DevOps for AI.

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Document Details

Document Type
Technical Report
Publication Date
Sep 01, 2021
Accession Number
AD1148549

Entities

People

  • Hasan Yaşar

Organizations

  • Carnegie Mellon University

Tags

Communities of Interest

  • Autonomy
  • Engineered Resilient Systems

DTIC Thesaurus Topics

  • Acquisition
  • Artificial Intelligence
  • Computer Programming
  • Computer Programs
  • Data Curation
  • Data Management
  • Data Science
  • Deployment
  • Engineering
  • Learning
  • Machine Learning
  • Materials
  • Software Development
  • Technical Debt
  • Training
  • Universities

Technology Areas

  • AI & ML
  • AI & ML - DoD AI Strategy
  • AI & ML - Machine Learning Algorithms