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Metaperf: Industrializing Performance Optimization for 'Delta Force' (Presented by Tencent Games)
The Delta Force development team tackles the challenge of cross-platform performance optimization for highly complex, large-scale gameplayparticularly achieving 32v32 real-time battles on mobile devices.nTheir in-house tool, Metaperf, overcomes the limitations of traditional instrumentation by combining hybrid sampling and AI-driven attribution to deliver high-frequency, low-overhead diagnostics across PC, mobile, and console platforms.nThe system automatically classifies stuttering patterns through frame-by-frame analysis and intelligent correlation, precisely identifying bottlenecks in high-concurrency and large-scene environments.nValidated over 30 months of production, Metaperf has processed 15,000+ game sessions and identified 3,000+ performance defects.nBy empowering QA and engineering teams with expert-level analytical capabilities, it establishes an industrialized, intelligent workflow for performance optimizationsetting a new benchmark for large-scale, cross-platform game development.
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