How Cloud‑Native Transforms Big Data Platforms: Challenges, Solutions, and Future Trends
This article analyzes the rise of cloud‑native technologies in big data ecosystems, identifies key pain points such as resource scheduling, service capabilities, performance, and operations, and presents detailed technical explorations—including Volcano batch scheduling, Kyuubi serverless, vectorized computing, remote shuffle services, and storage‑compute separation—while outlining future development directions.
