Ilias Iliadis
International Journal On Advances In Networks And Services
We consider MLOps for AI based services that are executing in a DDIL environment. DDIL environments are characterized by denied, disrupted, interruptions and limited network connectivity. We consider the three dimensions along which operations ought to be examined in such environments, and propose an approach to represent different edge scenarios along each of the three dimensions. This results in an architecture for addressing MLOps challenges in a DDIL edge environment, which we describe and illustrate with a few use-cases.
Ilias Iliadis
International Journal On Advances In Networks And Services
Jinghan Huang, Jiaqi Lou, et al.
ISCA 2024
Olivier Tardieu, Abhishek Malvankar
K8SAIHPCDAY 2023
Elton Figueiredo de Souza Soares, Carlos Alberto Viera Campos
Eng Appl Artif Intell