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Emerging Research Directions
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===7.5.8 Conclusion=== Edge data persistence has become a cornerstone of modern edge computing, enabling applications to operate reliably and independently even in disconnected or volatile conditions. With the integration of Kubernetes-based orchestration, persistent volume strategies, and lightweight embedded databases, developers can maintain consistency, reduce latency, and scale their edge solutions efficiently. Technologies like CRDTs, edge object storage, and federated consensus protocols further enhance fault tolerance and data availability, ensuring that edge systems remain robust, resilient, and secure across diverse deployment scenarios.
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