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Blockchain systems face significant scalability challenges due to growing data volumes and increasing transaction demands, necessitating more efficient data structures and verification mechanisms. Verkle trees, a novel data structure…

分布式、并行与集群计算 · 计算机科学 2026-05-12 Zhikai Li , Xuekai Liu , Boyuan Xu , Eric Chen , Bhaskar Krishnamachari

Blockchain technology has emerged as a revolutionary tool in ensuring data integrity and security in digital transactions. However, the current approaches to data verification in blockchain systems, particularly in Ethereum, face challenges…

密码学与安全 · 计算机科学 2024-04-11 Oleksandr Kuznetsov , Alex Rusnak , Anton Yezhov , Dzianis Kanonik , Kateryna Kuznetsova , Stanislav Karashchuk

In the rapidly evolving landscape of blockchain technology, ensuring the integrity and security of data is paramount. This study delves into the security aspects of Merkle Trees, a fundamental component in blockchain architectures, such as…

密码学与安全 · 计算机科学 2024-04-24 Oleksandr Kuznetsov , Alex Rusnak , Anton Yezhov , Kateryna Kuznetsova , Dzianis Kanonik , Oleksandr Domin

Merkle trees have become a widely successful cryptographic data structure. Enabling a vast variety of applications from checking for inconsistencies in databases like Dynamo to essential tools like Git to large scale distributed systems…

分布式、并行与集群计算 · 计算机科学 2023-11-30 Anoushk Kharangate

A Merkle tree is an information construction that is used in Blockchain to verify data or transactions in a large content pool in a safe manner. The role of the Merkle tree is crucial in Bitcoin and other cryptocurrencies in a Blockchain…

密码学与安全 · 计算机科学 2022-09-28 M. Gracy , B. Rebecca Jeyavadhanam

Although wide-scale integration of cloud services with myriad applications increases quality of services (QoS) for enterprise users, verifying the existence and manipulation of stored cloud information remains an open research problem.…

密码学与安全 · 计算机科学 2024-12-10 Faisal Haque Bappy , Saklain Zaman , Tariqul Islam , Redwan Ahmed Rizvee , Joon S. Park , Kamrul Hasan

The use of blockchains for data certification and traceability is now well established in both the literature and practical applications. However, while blockchain-based certification of individual data is clear and straightforward, the use…

密码学与安全 · 计算机科学 2025-11-07 Giacomo Zonneveld , Giulia Rafaiani , Massimo Battaglioni , Marco Baldi

Merkle structures are widely used as commitment schemes: they allow a prover to publish a compact commitment to an ordered list $X$ of items, and then efficiently prove to a verifier that $x_i\in X$ is the $i$-th item in it. We compare…

数据结构与算法 · 计算机科学 2025-11-18 Alfonso Cevallos , Robert Hambrock , Alistair Stewart

Public blockchains like Ethereum use Merkle trees to verify transactions received from untrusted servers before applying them to the blockchain. We empirically show that the low throughput of such blockchains is due to the I/O bottleneck…

分布式、并行与集群计算 · 计算机科学 2020-10-19 Soujanya Ponnapalli , Aashaka Shah , Amy Tai , Souvik Banerjee , Vijay Chidambaram , Dahlia Malkhi , Michael Wei

Zero-knowledge proofs have emerged as a powerful tool for enhancing privacy and security in blockchain applications. However, the efficiency and scalability of proof systems remain a significant challenge, particularly in the context of…

密码学与安全 · 计算机科学 2024-07-08 Oleksandr Kuznetsov , Alex Rusnak , Anton Yezhov , Dzianis Kanonik , Kateryna Kuznetsova , Oleksandr Domin

Addressing the critical challenge of ensuring data integrity in decentralized systems, this paper delves into the underexplored area of data falsification probabilities within Merkle Trees, which are pivotal in blockchain and Internet of…

密码学与安全 · 计算机科学 2024-08-08 Oleksandr Kuznetsov , Alex Rusnak , Anton Yezhov , Kateryna Kuznetsova , Dzianis Kanonik , Oleksandr Domin

An efficient, scalable, and provably secure dynamic auditing scheme is highly desirable in the cloud storage environment for verifying the integrity of the outsourced data. Most of the existing work on remote integrity checking focuses on…

Merkle hash trees are the standard method to protect the integrity and freshness of stored data. However, hash trees introduce additional compute and I/O costs on the I/O critical path, and prior efforts have not fully characterized these…

密码学与安全 · 计算机科学 2025-01-30 Quinn Burke , Ryan Sheatsley , Rachel King , Owen Hines , Michael Swift , Patrick McDaniel

Blockchain has become a popular emergent technology in many industries. It is suitable for a broad range of applications, from its base role as an immutable distributed ledger to the deployment of distributed applications. Many…

密码学与安全 · 计算机科学 2022-12-20 Inwon Kang , Aparna Gupta , Oshani Seneviratne

A big challenge posed in blockchain centric platforms is achieving scalability while also preserving user privacy. This report details the design, implementation and evaluation of a Layer-2 scaling solution for Hyperledger Fabric using Zero…

密码学与安全 · 计算机科学 2026-02-10 Sania Siddiqui , Neha , Hari Babu K

Ethereum, the leading platform for decentralized applications, faces challenges in maintaining decentralization due to the significant hardware requirements for validators to store Ethereum's entire state. To address this, the concept of…

密码学与安全 · 计算机科学 2025-04-22 Jan Oberst

We propose and define a recursive Merkle structure with q-mercurial commitments, in order to create a concise B-Merkle tree. This Merkle B-Tree builds on previous work of q-ary Merkle trees which use concise, constant size, q-mercurial…

密码学与安全 · 计算机科学 2020-06-17 Chase Smith , Alex Rusnak

Sharding distributed ledgers is a promising on-chain solution for scaling blockchains but lacks formal grounds, nurturing skepticism on whether such complex systems can scale blockchains securely. We fill this gap by introducing the first…

分布式、并行与集群计算 · 计算机科学 2023-05-23 Georgia Avarikioti , Antoine Desjardins , Eleftherios Kokoris-Kogias , Roger Wattenhofer

Similar to other transaction processing frameworks, blockchain systems need to be dynamically reconfigured to adapt to varying workloads and changes in network conditions. However, achieving optimal reconfiguration is particularly…

分布式、并行与集群计算 · 计算机科学 2024-06-11 Jeeta Ann Chacko , Ruben Mayer , Hans-Arno Jacobsen

This paper introduces the Cartesian Merkle Tree, a deterministic data structure that combines the properties of a Binary Search Tree, a Heap, and a Merkle tree. The Cartesian Merkle Tree supports insertions, updates, and removals of…

密码学与安全 · 计算机科学 2025-04-16 Artem Chystiakov , Oleh Komendant , Kyrylo Riabov
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