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Kademlia with Consistency Checks as a Foundation of Borderless Collaboration in Open Science Services

机译:具有一致性检查的Kademlia是开放式科学服务中无边界协作的基础

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摘要

The concept of Open Science emerges as a powerful new trend, allowing researchers to exchange and reuse valuable knowledge, data and analyses. Innovative tools are needed to facilitate such global scientific collaboration, which is the main objective of the Onedata system. It aspires to provide a Open Science platform based on openness and decentralization. To achieve this, a distributed location service must be introduced that will allow to locate resources in this vast environment. This paper identifies Kademlia DHT networks as a viable solution, which nevertheless requires improvements to be applicable in Onedata . It analyzes the consistency problems and attack resistance deficiencies of Kademlia and proposes additional consistency checks as a solution. Implications of such modifications are discussed and the modified Kademlia is compared against the original Kademlia algorithm.
机译:开放科学的概念以强大的新趋势出现,使研究人员可以交换和重用宝贵的知识,数据和分析。需要创新工具来促进这种全球科学合作,这是Onedata系统的主要目标。它渴望提供基于开放性和分散性的开放科学平台。为此,必须引入分布式位置服务,该服务将允许在此广阔环境中定位资源。本文将Kademlia DHT网络确定为可行的解决方案,但仍需要改进才能在Onedata中应用。它分析了Kademlia的一致性问题和抗攻击性缺陷,并提出了其他一致性检查作为解决方案。讨论了此类修改的含义,并将修改后的Kademlia与原始Kademlia算法进行了比较。

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