Table of Contents The scenarioA solution from AI ModelsThe pitfall of scaling capacity by reading from secondary nodesIncreasing read capacity vs increasing read performanceProperly increasing read capacityVertical scaling (scale up)Horizontal scaling (scale out via sharding)Maybe other ways around it?Read-only nodeAnalytics …
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The Cost of Not Knowing MongoDB – Part 2 (appV5R0 to appV5R4)
Table of Contents Application Version 5 Revision 0 and Revision 1 (appV5R0 and appV5R1): A simple way to use the Bucket PatternSchemaBulk upsertGet reportsIndexesScenarioLoad tests resultsIssues and improvementsApplication Version 5 Revision 2 (appV5R2): Using the Bucket Pattern with the Computed …
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The Cost of Not Knowing MongoDB – Part 1: appV0 to appV4
Table of Contents The application: finding fraudulent behavior in transactionsThe load testInitial scenario and data generatorThe instances configurationApplication Version 1 (appV1)SchemaBulk upsertGet reportsIndexesInitial scenario statsLoad test resultsIssues and improvementsApplication Version 2 (appV2)SchemaBulk upsertGet reportsIndexesInitial scenario statsLoad tests resultsIssues and improvementsApplication …