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The decentralized nature of blockchain technology poses challenges in ensuring data consistency and security. One solution lies in implementing a consensus mechanism that validates transactions, prevents double-spending, and maintains a single source of truth across the network. Additionally, employing encryption and smart contract security measures can protect data from unauthorized access and malicious activity.
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To overcome performance limitations, consider adopting a layered architecture that segregates computational tasks and optimizes resource allocation. Implementing parallel processing techniques and utilizing distributed computing services can further enhance scalability. Moreover, optimizing data structures and indexing methods can improve query efficiency and reduce latency.