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DPU Usage: Understanding Your Consumption

Step 1: Check Your Current Usage

  1. Look at the lower-left corner of the sidebar
  2. You will see:
  • Current DPU consumption vs your plan limit
  • Storage used vs capacity (in GB)
  • Days remaining in the billing cycle

Usage data refreshes daily.

Step 2: Understand What Consumes DPUs

Core Operations

  • Pipeline triggers: Every time a pipeline runs (manually or on schedule)
  • Data ingestion: Syncing data from external sources
  • Dataset refreshes: Computing updated results in the Warehouse
  • Flows: Running reverse ETL to external tools

Infrastructure and Add-ons

  • VPN connections to on-premises data sources
  • Data Migration Services
  • Bastion hosts for secure network access
  • Data gateways for firewall-protected data

Step 3: Optimize If Needed

  • Review schedules: Not every dataset needs to refresh daily. Match the schedule to how often the source data changes.
  • Consolidate loads: Combine smaller data loads into single jobs where possible
  • Check downstream triggers: Review if all automatic cascading refreshes are necessary
  • Pause unused connections: Pausing connections that are not actively needed reduces consumption
  • Evaluate infrastructure: Review whether all VPN tunnels and gateways are still required

Billing Models

  • Pay-As-You-Go: Charges based on actual DPU consumption
  • Monthly Included DPUs: Fixed monthly credits with overage charges for usage beyond the included amount

For questions about your plan or usage, contact support@beemdata.com.