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Revealing Every Story of Data in Blockchain Systems

机译:在区块链系统中揭示数据的每个数据故事

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摘要

The success of Bitcoin and other cryptocurrencies bring enormous interest to blockchains. A blockchain system implements a tamper-evident ledger for recording transactions that modify some global states. The system captures the entire evolution history of the states. The management of that history, also known as data provenance or lineage, has been studied extensively in database systems. However, querying data history in existing blockchains can only be done by replaying all transactions. This approach is feasible for large-scale, offline analysis, but is not suitable for online transaction processing.We present LineageChain, a fine-grained, secure, and efficient provenance system for blockchains. LineageChain exposes provenance information to smart contracts via simple interfaces, thereby enabling a new class of blockchain applications whose execution logics depend on provenance information at runtime. LineageChain captures provenance during contract execution and stores it in a Merkle tree. LineageChain provides a novel skip list index that supports efficient provenance queries. We have implemented LineageChain on top of Hyperledger Fabric and a blockchain-optimized storage system called ForkBase. We conduct extensive evaluation, demonstrating benefits of LineageChain, its efficient querying, and its small storage overhead.
机译:比特币和其他加密货币的成功为区间带来了巨大的兴趣。区块系统实现了用于记录修改一些全局状态的事务的篡改分类帐。该系统捕获了各州的整个演化历史。在数据库系统中,已经广泛研究了该历史的管理,也称为数据出处或血统。但是,只能通过重播所有事务来完成现有区块链中的数据历史记录。这种方法对于大规模,离线分析是可行的,但不适合在线交易处理。我们呈现LineageChain,一种用于区块的细粒度,安全和高效的出处系统。 LineaGechain通过简单的接口公开了智能合同的分派信息,从而启用了一个新的SlockChain应用程序,其执行逻辑在运行时取决于出处信息。 LineaGechain在合同执行期间捕获出处并将其存储在Merkle树中。 LineaGechain提供了一种支持高效的销售列表索引,支持有效的出处查询。我们在超载杂志面料和一个名为FORKBase的区块链优化的存储系统上实现了LineaGechain。我们进行广泛的评估,展示了LineGechain的益处,其有效的查询和其小存储开销。

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  • 来源
    《SIGMOD record》 |2020年第1期|70-77|共8页
  • 作者单位

    Natl Univ Singapore Singapore Singapore;

    Singapore Univ Technol & Design Singapore Singapore;

    Natl Univ Singapore Singapore Singapore;

    Beijing Inst Technol Beijing Peoples R China;

    Zhejiang Univ Hangzhou Zhejiang Peoples R China;

    Natl Univ Singapore Singapore Singapore;

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  • 正文语种 eng
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