Semantic Management Information Modeling based on Theory of Concept Lattices

Abstract

With the development of future Internet, it is of great significance to study how to realize unified management information modeling, in order to avoid a lot of repetitive work and standardize information modeling in network management domain. This paper discusses the problem from the ontology point of view and introduces the theory of concept lattices into the research on semantic management information modeling, which includes a) establishing an ontology-driven framework for semantic management information modeling, b) building unified management information modeling ontology based on concept lattices, and c) generating semantic models for network management information modeling using the theory of concept lattices. . Currently, his major field of study is computational intelligence.

Learning Concept Hierarchy from YANG for Management of Software-Defined Networking based on Theory of Concept Lattices

“…Our prior work [8] introduces Granular Computing (GrC) into the research on unified information modeling in network management domain, and discusses the problem from the granularity point of view, and our prior work [9] further studies the problem from the ontology point of view and applies the theory of concept lattices into the research on semantic management information modeling. It seems that, as one origin of GrC, concept lattices can be used to formally describe the meta-schemas for management information modeling, and the theory of concept lattices prospects a promising way to learn concept hierarchy from YANG for the sake of SDN management.…”