Conceitos Básicos
ACNC framework integrates ML for dynamic resource orchestration in the Metaverse.
Resumo
Paradigm shift to ACNC for joint resource orchestration.
Challenges in dynamic user requirements and service transitions.
ACNC components: state recognition, context detection, continual learning.
Hierarchical structure for system states and efficient resource allocation.
Numerical analysis for efficiency assessment and future research directions.
Estatísticas
"Over 30 billion entities with device density of 100/m3"
"End-to-End (E2E) delay under 1 millisecond"
"Reliability rate surpassing 99.99999%"
"Peak data rate of 1 Terabit per second (Tbps)"
Citações
"The primary challenge lies in addressing demands on computing and network resources with stringent QoS/E requirements."
"ACNC seamlessly integrates ML-based state recognition and context detection across resources."
"DDQL-GNN excels in near-optimal results by prioritizing high-capacity resources with minimal energy consumption."