The INTEND project will use AI to manage and adapt resources in the cloud-edge-iot continuum, to achieve efficient intent-based network configuration and data processing. This includes: i) Intelligent resource management; ii) Distributed and federated decision making, and; iii) Human-AI interaction.
The core concept of the project proposal:
Data operation (managing resources for running data pipelines)?
- In cloud: automation based on pre-defined policies?
- In the continuum (more complicated): next-level automation?
Our concept: Intent-based data operation in the continuum?
- Stakeholders describe what they want to achieve, instead of how to achieve?
-- Pushing data operation from "resource oriented" to "business oriented"?
- A "virtual cognitive data operator" that?
-- Learns to manage resources without predefined policies?
-- Coordinate multiple and distributed AI models ?
-- Collaborate with stakeholders via shared intents?