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Java has been one of the most popular programming languages in the past two decades with its active open source community and well-established ecological advantages. Entering the cloud-native era, the booming cloud-native technology releases cloud computing dividends, drives business to cloud-native transformation, and accelerates the digital transformation of enterprises. However, Java’s cloud-native transformation path faces great challenges, and there are many contradictions between Java’s operation mechanism and cloud-native features. Enterprises are leveraging cloud-native technology for deep cost optimization, and resource cost management has been raised to an unprecedented level.