PAPAYA: A library for performance analysis of SQL-based RDF processing systems
Mohamed Ragab,
Adam Satria Adidarma,
Riccardo Tommasini
Abstract:Prescriptive Performance Analysis (PPA) has shown to be more useful than traditional descriptive and diagnostic analyses for making sense of Big Data (BD) frameworks’ performance. In practice, when processing large (RDF) graphs on top of relational BD systems, several design decisions emerge and cannot be decided automatically, e.g., the choice of the schema, the partitioning technique, and the storage formats. PPA, and in particular ranking functions, helps enable actionable insights on performance data, lead… Show more
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