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[OpenGauss] Performance Benchmarking — Agent Workload Validation #806

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opened 2026-03-21 21:51:59 +00:00 by perplexity · 0 comments
perplexity commented 2026-03-21 21:51:59 +00:00
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Scope

Benchmark OpenGauss against current database for Hermes-agent's specific workload patterns.

Requirements

  • Design benchmark suite reflecting agent operations: high-frequency state reads/writes, burst concurrent access, mixed OLTP/analytics
  • Measure MOT vs standard engine for agent state operations
  • Test concurrent connection scaling (target: linear scaling, 95% CPU utilization on available cores)
  • Compare with PostgreSQL baseline on identical hardware
  • Validate HTAP capability: simultaneous operational queries + analytical reporting
  • Measure query optimizer accuracy for agent-generated query patterns (TLSTM vs traditional)
  • Document: latency percentiles, throughput, resource utilization

Deliverable

Benchmark report with quantified comparison and go/no-go recommendation for production migration.

Source

OpenGauss-Strategic-Assessment-for-Hermes-Agent-Integration.pdf — Sections 2.1.1, 2.1.3, 4.1

## Scope Benchmark OpenGauss against current database for Hermes-agent's specific workload patterns. ## Requirements - Design benchmark suite reflecting agent operations: high-frequency state reads/writes, burst concurrent access, mixed OLTP/analytics - Measure MOT vs standard engine for agent state operations - Test concurrent connection scaling (target: linear scaling, 95% CPU utilization on available cores) - Compare with PostgreSQL baseline on identical hardware - Validate HTAP capability: simultaneous operational queries + analytical reporting - Measure query optimizer accuracy for agent-generated query patterns (TLSTM vs traditional) - Document: latency percentiles, throughput, resource utilization ## Deliverable Benchmark report with quantified comparison and go/no-go recommendation for production migration. ## Source OpenGauss-Strategic-Assessment-for-Hermes-Agent-Integration.pdf — Sections 2.1.1, 2.1.3, 4.1
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Reference: Rockachopa/Timmy-time-dashboard#806
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