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An efficient and scalable SPARQL query processing framework for big data using MapReduce and hybrid optimum load balancing
VN Kumar, AK PS - Data & Knowledge Engineering, 2023 - Elsevier
Abstract The increasing RDF (Resource Description Framework) data volume requires a
Hadoop platform for processing queries over large datasets. In this work, SPARQL (Simple …
Hadoop platform for processing queries over large datasets. In this work, SPARQL (Simple …
[HTML][HTML] An efficient distributed SPARQL query processing scheme considering communication costs in spark environments
Various distributed processing schemes were studied to efficiently utilize a large scale of
RDF graph in semantic web services. This paper proposes a new distributed SPARQL query …
RDF graph in semantic web services. This paper proposes a new distributed SPARQL query …
Distributed subgraph query for RDF graph data based on MapReduce
Q Su, Q Huang, N Wu, Y Pan - Computers and Electrical Engineering, 2022 - Elsevier
Abstract Nowadays, Resource Description Framework (RDF) query has been widely used in
social networks, biomedicine and other fields. With the explosion of RDF data due to the …
social networks, biomedicine and other fields. With the explosion of RDF data due to the …
[PDF][PDF] A Review of Semantic Annotation in the Context of the Linked Open Data Cloud.
Semantic annotation, a pivotal technology facilitating comprehension within textual data,
serves as the process of appending supplementary information or metadata to text, thereby …
serves as the process of appending supplementary information or metadata to text, thereby …
A parallel processing architecture to optimize runtime in aggregated SPARQL queries
The search for information becomes a primordial need nowadays and it is possible that the
information sought cannot be found by searching in a single data source, actually, an …
information sought cannot be found by searching in a single data source, actually, an …
A Fixed probability Cuckoo Search algorithm to optimize SPARQL queries
The Semantic Web is a network of linked data. The idea of the Semantic Web is to distribute
and process the data according to the user's needs successfully. In order to retrieve the …
and process the data according to the user's needs successfully. In order to retrieve the …