GBase × Baisheng Intelligent Computing: Empowering a New Leap in Intelligent Database Operations

Published on 2026-04-24

In database operations and maintenance (O&M), analyzing and locating performance issues often relies on professional Workload Diagnosis Reports (WDR). However, these reports involve multiple technical metrics such as load, wait events, and resource consumption, making manual interpretation challenging, time-consuming, and prone to oversight. To improve diagnostic efficiency, GBase and Baisheng Intelligent Computing have jointly launched an AI-powered intelligent WDR analysis feature, enabling automatic parsing of GBase 8c performance data, root cause identification, and optimization recommendation generation, driving database O&M toward intelligence and automation.

Traditional WDR Analysis: High Expertise Barrier, Time-Consuming

The WDR (Workload Diagnosis Report) of GBase 8c is a key tool for performance diagnostics, covering critical information such as load summaries, wait events, CPU/IO/memory consumption, and SQL execution efficiency. However, the report’s comprehensive content and numerous metrics mean that manual interpretation not only requires a deep understanding of system principles but also takes tens of minutes or even hours, with the risk of overlooking potential issues. For less experienced O&M personnel, it is even harder to get up to speed quickly.

AI Empowerment: From Manual Analysis to Intelligent Diagnosis

GBase and Baisheng Intelligent Computing have deeply collaborated to bring AI capabilities into the WDR analysis process, achieving three major breakthroughs:

  • Deep Adaptation of Native Metrics: Based on the official WDR structure of the GBase database, it accurately parses a full range of metrics, including load, wait events, resource consumption, transaction performance, and cache hit ratios.

  • Intelligent Root Cause Identification: Automatically identifies performance bottlenecks, abnormal wait events, inefficient SQL, configuration deviations, and other issues, providing root cause analysis, risk levels, and impact scope—freeing diagnosis from reliance on personal experience.

  • One-Click Optimization Plans: Delivers actionable recommendations such as SQL rewrite suggestions, index recommendations, parameter tuning, and resource configuration to assist DBAs in making rapid decisions.

Scenario Value: Lower Barriers, Higher Efficiency, Greater Stability

The rollout of this feature brings three key values to enterprise O&M:

  • Lower the O&M Barrier: Enables DBAs of all experience levels to quickly grasp the performance status of GBase 8c.

  • Shorten Troubleshooting Time: WDR analysis is compressed from hours to minutes.

  • Ensure System Stability: Proactively identify potential risks and enable early warning and prevention.

This feature has been validated in key industries such as finance, telecommunications, government, and energy, and will be continuously extended to more versions and scenarios.

Partner Ecosystem Co-Building: Driving the Intelligent Development of China-Developed Databases

As a leading provider of China-developed databases, GBase, together with Baisheng Intelligent Computing, which specializes in AI-powered database intelligent O&M, has established an in-depth technical partnership. In the future, GBase 8c will further strengthen its deep technical collaboration with Baisheng Intelligent Computing, deeply integrating AI capabilities into its database O&M system. Leveraging Baisheng Intelligent Computing’s technical expertise in “AI + Database Intelligent O&M,” GBase will continue to enhance autonomous capabilities.

Facing the traditional O&M challenge of WDR report analysis for GBase 8c, the AI-powered intelligent analysis feature jointly launched by GBase and Baisheng Intelligent Computing not only lowers the analysis barrier and shortens troubleshooting cycles, but also provides a viable path toward intelligent and automated database O&M. In the future, both parties will continue to deepen cooperation, further strengthening the usability and reliability of China-developed databases, and supporting the steady digital transformation of critical industries.