METHOD AND SYSTEM FOR QUERY PROCESSING OVER TENSOR RUNTIMES

Example aspects include techniques for query processing over deep neural network runtimes. These techniques may include receiving a query including one or more query operators and determining a query representation based on the one or more query operators. In addition, the techniques may include det...

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Bibliographische Detailangaben
Hauptverfasser: INTERLANDI, Matteo, KARANASOS, Konstantinos, BANDA, Dalitso Hansini, SEN, Rathijit, CAMACHO RODRIGUEZ, Jesus, NAKANDALA, Supun Chathurang, HE, Dong
Format: Patent
Sprache:eng
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Zusammenfassung:Example aspects include techniques for query processing over deep neural network runtimes. These techniques may include receiving a query including one or more query operators and determining a query representation based on the one or more query operators. In addition, the techniques may include determining a neural network program based on the query representation, the neural network program including one or more neural network operators for performing the query in a neural network runtime, generating a neural network data structure based on a dataset associated with the query, and executing the neural network program in the neural network runtime over the neural network data structure to generate a query result.