Inquiry Response: Scaling Models and Expediting Run Times


An analytics team working with dashboards at the C-suite level would like to know how they could expedite run-time for large scale models—pulled queries into a Spark-type infrastructure.

  • Considering only SQL and dashboard queries, is a single digit response time possible? What can we expect?

  • What should be considered when using data sets that are larger than our in memory for machine learning models?

Response: Expert Exchange with Josh Gray

Possible Response Times for SQL and Dashboard Queries

Several 1

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