The MPAI AI Framework (MPAI-AIF) Technical Specification specifies architecture, interfaces, protocols and Application Programming Interfaces (API) of an AI Framework (AIF), especially designed for execution of AI-based implementations, but also suitable for mixed AI and traditional data processing workflows. MPAI-AIF possesses the following main features: • Operating System-independent. • Component-based modular architecture with standard interfaces. • Interfaces encapsulate Components to abstract them from the development environment. • Interface with the MPAI Store enables access to validated Components. • Component can be implemented as: software only (from Micro-Controller Units to High-Performance Computing), hardware only, and hybrid hardware-software. • Component system features are: • Execution in local and distributed Zero-Trust architectures. • Possibility to interact with other Implementations operating in proximity. • Direct support to Machine Learning functionalities.
- Sponsor Committee
- BOG/CAG - Corporate Advisory Group
- Status
- Active Standard
- PAR Approval
- 2022-11-10
- Board Approval
- 2022-12-03
- History
-
- Published:
- 2023-03-03
Working Group Details
- Society
- IEEE SA Board of Governors
- Sponsor Committee
- BOG/CAG - Corporate Advisory Group
- Working Group
-
AIFWG - Artificial Intelligence Framework Working Group
Learn More - IEEE Program Manager
- Jonathan Goldberg
Contact - Working Group Chair
- Stephen Dukes
No Active Projects
No Active Standards
No Superseded Standards
No Inactive-Withdrawn Standards
No Inactive-Reserved Standards