通过上述优化，DataWorks 实现了从源端到目标湖（Paimon/Iceberg/Hudi）的端到端性能提升。某客户案例显示，采用 DataWorks 实现 MySQL & Loghub 全增量实时同步至 Paimon 表后，资源消耗下降约 50%，运维成本显著降低，验证了其在大规模生产环境中的优越性。
The distinction matters because tactics that boost Google rankings don't automatically improve your chances of being cited by AI models, and vice versa. A page optimized perfectly for SEO might never appear in AI responses if it doesn't align with how language models evaluate content. Conversely, content that AI models consistently cite might not rank highly in traditional search if it lacks conventional SEO signals.
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