CLOUD BASED QUERY WORKLOAD OPTIMIZATION

The cloud-based query workload optimization system disclosed herein the cloud-based query workloads optimization system receives query logs from various query engines to a cloud data service, extracts various query entities from the query logs, parses query entities to generate a set of common workl...

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Bibliographic Details
Main Authors SEN, Rathijit, ROY, Abhishek, JINDAL, Alekh, PATEL, Hiren S, KRISHNAN, Subramaniam Venkatraman, CURINO, Carlo Aldo, YIN, Zhicheng, QIAO, Shi
Format Patent
LanguageEnglish
French
German
Published 03.08.2022
Subjects
CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Summary:The cloud-based query workload optimization system disclosed herein the cloud-based query workloads optimization system receives query logs from various query engines to a cloud data service, extracts various query entities from the query logs, parses query entities to generate a set of common workload features, generates intermediate representations of the query workloads, wherein the intermediate representations are agnostic to the language of the plurality of the queries, identifies a plurality of workload patterns based on the intermediate representations of the query workloads, categorizes the workloads in one or more workload type categories based on the workload patterns and the workload features, and selects an optimization scheme based on the category of workload pattern.
Bibliography:Application Number: EP20200737319