draft-chuyi-nmrg-agentic-network-inference
Agentic Network Architecture and Protocol for Supporting Agent Interconnection Communication and Multi-level Inference
With the advent of the era of AI large models and intelligent agents,
more and more scenarios about agent interconnection have emerged,
such as collaboration among multiple agents within a household,
intelligent robots cooperating to complete pipeline tasks in
different operations of the industrial Internet, drone groups,
intelligent vehicle networking, etc. These scenarios not only
require low latency and high bandwidth, but also demand efficient
information exchange and cross-domain coordination and scheduling
capabilities in complex collaborative tasks. Therefore, new
orchestration and management technologies and frameworks are needed
in existing networks to address this. The interconnection of
different agents also brings about an emergence of inference, with a
large number of inference requests being processed from the mobile
phone side to the cloud. In order to improve inference efficiency,
in a cloud-edge-end multi-layer inference architecture, large models
and agents at different levels cooperate to complete tasks, resulting
in a complex intelligent agent interconnection network. Gateways and
routers serve as forwarding entries on the network road highways,
responsible for building communication channels for the agents spread
throughout the network, which requiring function upgrades to support
the continuously evolving inference service in the future.