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Challenges in Database Operations
Database performance bottlenecks often indicate systemic IT issues—storage performance, SAN network throughput, OS configurations, and application logic flaws—culminating in database-layer crises. Key dilemmas include:
DBA Limitations: Database experts struggle to identify application logic flaws due to limited code analysis skills.
Operational Gaps: Application teams lack database expertise, leading to inefficient troubleshooting.
Common Missteps in Performance Optimization
Traditional monitoring (e.g., wait events or cache hit ratios) fails to capture the full picture of database workloads. Such methods only show historical issues, not real-time events, and lack resource-state correlation. Manual analysis via V$ views is overly complex, requiring deep expertise. Additionally: DBAs often lack involvement in application logic analysis, hindering performance improvements. Operational teams lack platform-layer knowledge, limiting system-wide optimizations. IT leaders frequently resort to costly hardware upgrades, increasing risks (e.g., compatibility issues, delayed ROI). KTuner resolves these challenges, enabling proactive performance management and avoiding unnecessary upgrades.
Core Features
Multi-Metric Monitoring & Alerts:——Monitors and alerts on over 200 database performance metrics.
Automated Diagnostic Reports:—— Generates optimization recommendations and diagnostic reports based on runtime data.
One-Click Optimization:—— Leverages AI models to deeply optimize high-frequency, inefficient SQL statements.
Full - Time Performance Retrospection:—— Analyze database states and workloads at any historical timestamp without manual intervention.
Low-load operation:——Ensures monitoring and optimization tasks consume less than 1% of system resources, avoiding performance impact.
| KTuner DB Perfance Management Platform |
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| Multi-Metric Monitoring | 24h*7 tracking of 100+ database metrics. | ||||||||
| Full-Time Retrospection | Analyze historical states (queries, workloads) at any timestamp. | ||||||||
| Low-Cost Optimization | Optimize inefficient SQL without modifying applications. | ||||||||
| Third-Party Integration | APls for seamless integration with existing monitoring/alerting systems. | ||||||||
| All-in-One DBA Workspace | Integrated tools:diagnostics,SQL editor SSH,SFTP. | ||||||||
| Agentless deployment | Without deploying any agent programs in the target database environment. | ||||||||
| Al-Driven Expert Assistant |
Auto-detects inefficiencies, provides root-cause analysis, and generates optimization scripts. |
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Challenge
