AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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This work introduces the conceptual foundations of Multi-dimensional Knowledge Graphs (MKGs) and discusses how they preserve complex, multi-layered contexts in CHO metadata.
We demonstrate X-DigCheck, a domain-independent environment for building and maintaining application profiles as they co-evolve with the data they describe. Profiles developed against a fixed ontology quickly drift from the schema they were meant to capture. X-DigCheck treats profile construction as a continuous ontolo...
Cross-domain transfer analysis on WebNLG further shows that example-specific pattern overlap and register similarity are stronger predictors of transferability than property-set overlap alone, and long-tail property distributions are identified as the primary performance bottleneck.
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