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Probabilistic state-proportional (PSP) dispatching, a packet-level load balancing algorithm using a Band-based discrete state representation, provides an effective balance among performance, stability, and overhead for artificial intelligence data centers.
GeoOrchestra is a system that decouples resource filtering from fine-grained strategy search by abstracting compute nodes via computation and memory profiles while modeling WAN links as a virtual hard pipe, which employs hetero-aware pruning to filter invalid resource sets and a resource-driven search that exploits res...
An architecture that decouples complex policy enforcement from high-speed packet forwarding to support VPC semantics on back-end NICs and enable front-end/back-end integration is proposed, suggesting that commodity hardware can support both high-throughput AI training and flexible VPC features.
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