DataWorks 数据集成在实时同步场景下，通过 并发度提升 与 单线程性能优化 双轮驱动，显著超越纯开源方案。系统基于 Flink CDC 架构，支持 MySQL、PostgreSQL 等数据库实例级变更捕获，结合分布式并行处理与高效序列化库，实现 PB 级数据的高吞吐、低延迟入湖。
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These edicts to integrate AI, meanwhile, are backdropped by a complicated, ever-shifting landscape: contentious copyright battles between news giants and AI companies; simultaneous deal-striking by news giants and AI companies; an internet increasingly full of AI-generated slop news and misinformation; and a traffic cliff tied to Google’s “AI Overviews,” which now paraphrase news instead of pointing readers to a list of blue links.
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