The research work described in this thesis focuses on developing a semantic component in conventional Grid architecture to support ontology based representation of Grid resource metadata and to facilitate context based information retrieval that complements Grid schedulers for effective resource management. The previous chapter focussed on semantic representation and discovery of Grid services ...

A lot of libraries for neural networks are written Turing-complete programming languages such as Python, C++, PHP, and Java. However, at the moment, there no suitable implemented a p-complete logical language L. This paper investigates issues polynomial-computable representation this language, where basic elements hereditarily finite list elements, programs defined using special terms formulas ...

Lexical and semantic matching capture different successful approaches to text retrieval the fusion of their results has proven be more effective robust than either alone. Prior work performs hybrid by conducting lexical using systems (e.g., Lucene Faiss, respectively) then fusing model outputs. In contrast, our integrates representations with dense densifying high-dimensional into what we call ...