Active Standard

IEEE 3301-2022

IEEE Standard Adoption of Moving Picture, Audio and Data Coding by Artificial Intelligence (MPAI) Technical Specification Artificial Intelligence Framework (AIF) 1.1

This standard adopts MPAI AI Framework (MPAI-AIF) Technical Specification Version 1.1 as an IEEE Standard. The MPAI-AIF Technical Specification specifies architecture, interfaces, protocols, and Application Programming Interfaces (API) of an AI Framework (AIF), especially designed for the execution of AI-based implementation, but also suitable for mixed AI and traditional data processing workflow.

Sponsor Committee
BOG/CAG - Entity Collaborative Activities Governance Board
Status
Active Standard
PAR Approval
2022-11-10
Board Approval
2022-12-03
History
Published:
2023-04-28

Working Group Details

Society
IEEE SA Board of Governors
Sponsor Committee
BOG/CAG - Entity Collaborative Activities Governance Board
Working Group
AIFWG - Artificial Intelligence Framework Working Group
IEEE Program Manager
Jonathan Goldberg
Contact Jonathan Goldberg
Working Group Chair
Stephen Dukes

Other Activities From This Working Group

Current projects that have been authorized by the IEEE SA Standards Board to develop a standard.


P3301

IEEE Draft Standard - Adoption of Moving Picture, Audio and Data Coding by Artificial Intelligence (MPAI) Technical Specification Artificial Intelligence Framework (AIF) Version 2

The MPAI AI Framework (MPAI-AIF) Technical Specification (in the following also called MPAI-AIF V2) specifies the architecture, interfaces, protocols, and Application Programming Interfaces (API) of an AI Framework specially designed for execution of AI-based implementa-tions, but also suitable for mixed AI and traditional data processing workflows.n n Basic functionalities:n 1.tIndependent of the Operating System.n 2.tComponent-based modular architecture with specified interfaces.n 3.tInterfaces encapsulate Components to abstract them from the development environment.n 4.tInterface with the Store enabling access to validated Components.n 5.tComponent can be Implemented as:n 5.1.tSoftware only, from MCUs to HPC.n 5.2.tHardware only.n 5.3.tHybrid hardware-software.n 6.tComponent system features are:n 6.1.tExecution in local and distributed Zero-Trust architectures [28].n 6.2.tPossibility to interact with other Implementations operating in proximity.n 6.3.tDirect support to Machine Learning functionalities.n 7.tThe AIF can download an AIW whose identifier has been specified by the User Agent or by a configuration parameter.n n Secure functionalities:n 1.tThe AIF provides access to the following Trusted Services:n 1.1.tA selected range of cyphering algorithms.n 1.2.tA basic attestation function.n 1.3.tSecure storage (RAM, internal/external flash, or internal/external/remote disk).n 1.4.tCertificate-based secure communication. n 2.tThe AIF can execute only one AIW containing only one AIM. The AIM has the following features:n 2.1.tThe AIM may be a Composite AIM.n 2.2.tThe AIMs of the Composite AIM cannot access the Secure API.n 3.tThe AIF Trusted Services may rely on hardware and OS security features already existing in the hardware and software of the environment in which the AIF is implemented.

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