2020
DOI: 10.1109/tnb.2019.2930494
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Protein Construction-Based Data Partitioning Scheme for Alignment of Protein Macromolecular Structures Through Distributed Querying in Federated Databases

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Cited by 3 publications
(3 citation statements)
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References 46 publications
(62 reference statements)
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“…Federated GMQL makes a step forward in enhancing the potential of FAIR compliance, by amplifying the possibility of data exploration, sharing and reuse across data center boundaries. Note that data federation can be motivated by workload distribution to increase performance, e.g., in [16]. In our system, instead, we are mostly concerned with providing sharing functionalities among cooperating users; workload is distributed among the federated GMQL instances involved in the executed query, depending on the chosen query strategy.…”
Section: Discussionmentioning
confidence: 99%
See 1 more Smart Citation
“…Federated GMQL makes a step forward in enhancing the potential of FAIR compliance, by amplifying the possibility of data exploration, sharing and reuse across data center boundaries. Note that data federation can be motivated by workload distribution to increase performance, e.g., in [16]. In our system, instead, we are mostly concerned with providing sharing functionalities among cooperating users; workload is distributed among the federated GMQL instances involved in the executed query, depending on the chosen query strategy.…”
Section: Discussionmentioning
confidence: 99%
“…In other cases, the term federated databases is used to denote a technological framework for speeding up computations by splitting a query workload to several execution engines. Among them, [16] applies a data partitioning scheme across database clusters for speeding up similarity search across 3D models of proteins. The Top-Fed TCGA project [17] transforms the TCGA data into the Resource Description Framework (RDF) format, links it to relevant datasets in the Linked Open Data (LOD) cloud, and further proposes an efficient data distribution strategy to host the resulting 20.4 billion triple data via several SPARQL endpoints.…”
Section: Federated Genomic Data Management System Comparisonmentioning
confidence: 99%
“…But, the minimization of error was not enough. A novel data partitioning scheme was designed in [24] for distributing data over database clusters. But, the performance of accuracy was not considered.…”
Section: Related Workmentioning
confidence: 99%