Authenticated Range Querying of Historical Blockchain Healthcare Data using Authenticated Multi-Version Index

Shlomi Linoy, Suprio Ray, Natalia Stakhanova, Erik Scheme
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Abstract

With growing adoption of blockchain in established and emerging applications, there is an increasing need to support efficient ad hoc querying of authenticated historical data. This is especially true in fields such as healthcare to meet the rigorous security and regulatory requirements of ever-expanding digital health platforms. Existing blockchain systems, however, offer little or no support for querying capabilities over historical data. Although a full blockchain archive node can be used to maintain historical records of all executed transactions on the chain, it is not scalable when dealing with large volumes of data. Moreover, such ‘offline’ historical data lack tamper evidence support. To address these issues, we introduce an authenticated index structure called Authenticated Multi-Version Skip List (AMVSL), designed to support a rich set of query features over historical blockchain data. We further present three range queries: SVRK, MVRK and MVAK, which offer querying over a range of keys and a range of versions. Our experimental evaluation of two healthcare-inspired examples demonstrates that AMVSL efficiently supports these queries and can achieve performance that is several orders of magnitude faster than existing authenticated data structures.
使用认证多版本索引查询历史区块链医疗数据的认证范围
随着区块链在成熟和新兴应用中的应用越来越多,越来越需要支持对经过验证的历史数据进行高效的临时查询。在医疗保健等领域尤其如此,以满足不断扩展的数字健康平台的严格安全和监管要求。然而,现有的区块链系统很少或根本不支持对历史数据的查询功能。尽管完整的区块链归档节点可用于维护链上所有已执行事务的历史记录,但在处理大量数据时,它是不可扩展的。此外,这种“离线”历史数据缺乏篡改证据支持。为了解决这些问题,我们引入了一种名为认证多版本跳跃列表(AMVSL)的认证索引结构,旨在支持对历史区块链数据的丰富查询功能集。我们进一步介绍了三个范围查询:SVRK、MVRK和MVAK,它们提供了对一系列键和一系列版本的查询。我们对两个受医疗保健启发的示例进行的实验评估表明,AMVSL有效地支持这些查询,并且可以实现比现有经过身份验证的数据结构快几个数量级的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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