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Traditional public distributed ledgers have not been able to scale-out well and work efficiently. Sharding is deemed as a promising way to solve this problem. By partitioning all nodes into small committees and letting them work in…

分布式、并行与集群计算 · 计算机科学 2020-04-07 Mengqian Zhang , Jichen Li , Zhaohua Chen , Hongyin Chen , Xiaotie Deng

We present Saguaro, a permissioned blockchain system designed specifically for edge computing networks. Saguaro leverages the hierarchical structure of edge computing networks to reduce the overhead of wide-area communication by presenting…

数据库 · 计算机科学 2022-09-15 Mohammad Javad Amiri , Ziliang Lai , Liana Patel , Boon Thau Loo , Eric Lo , Wenchao Zhou

Sharding is essential for improving blockchain scalability. Existing protocols overlook diverse adversarial attacks, limiting transaction throughput. This paper presents Reticulum, a groundbreaking sharding protocol addressing this issue,…

密码学与安全 · 计算机科学 2024-07-16 Yibin Xu , Jingyi Zheng , Boris Düdder , Tijs Slaats , Yongluan Zhou

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

Blockchain technology offers decentralization and security but struggles with scalability, particularly in enterprise settings where efficiency and controlled access are paramount. Sharding is a promising solution for private blockchains,…

密码学与安全 · 计算机科学 2026-01-09 M. Z. Haider , M. Dias de Assuncao , Kaiwen Zhang

Throughput limitations of existing blockchain architectures are one of the most significant hurdles for their wide-spread adoption. Attempts to address this challenge include layer-2 solutions, such as Bitcoin's Lightning or Ethereum's…

分布式、并行与集群计算 · 计算机科学 2019-09-13 Alexander Hentschel , Dieter Shirley , Layne Lafrance

SPEEDEX is a decentralized exchange (DEX) that lets participants securely trade assets without giving any single party undue control over the market. SPEEDEX offers several advantages over prior DEXes. It achieves high throughput -- over…

分布式、并行与集群计算 · 计算机科学 2023-03-06 Geoffrey Ramseyer , Ashish Goel , David Mazières

Sharding is a technique to speed up transaction processing in blockchains, where the $n$ processing nodes in the blockchain are divided into $s$ disjoint groups (shards) that can process transactions in parallel. We study dynamic scheduling…

分布式、并行与集群计算 · 计算机科学 2025-08-14 Ramesh Adhikari , Costas Busch , Miroslav Popovic

Blockchain Sharding is a blockchain performance enhancement approach. By splitting a blockchain into several parallel-run committees (shards), it helps increase transaction throughput, reduce computational resources required, and increase…

分布式、并行与集群计算 · 计算机科学 2023-02-06 Yibin Xu , Jianhua Shao , Yangyu Huang , Tijs Slaats , Boris Düdder

Our work focuses on the design of a scalable permissionless blockchain in the proof-of-stake setting. In particular, we use a distributed hash table as a building block to set up randomized shards, and then leverage the sharded architecture…

分布式、并行与集群计算 · 计算机科学 2019-07-12 Antoine Durand , Emmanuelle Anceaume , Romaric Ludinard

Blockchain databases have attracted widespread attention but suffer from poor scalability due to underlying non-scalable blockchains. While blockchain sharding is necessary for a scalable blockchain database, it poses a new challenge named…

数据库 · 计算机科学 2024-07-08 Zicong Hong , Song Guo , Enyuan Zhou , Wuhui Chen , Huawei Huang , Albert Zomaya

This paper introduces a Machine Learning (ML) approach for scalability of UTXO-based blockchains, such as Bitcoin. Prior approaches to UTXO set sharding struggle with distributing UTXOs effectively across validators, creating substantial…

机器学习 · 计算机科学 2025-06-03 Hamid Attar , Luigi Lunardon , Alessio Pagani

For permissionless blockchains, scalability is paramount. While current technologies still fail to address this problem fully, many research works propose sharding or other techniques that extensively adopt parallel processing of…

密码学与安全 · 计算机科学 2022-12-23 Andrea Mariani , Gianluca Mariani , Diego Pennino , Maurizio Pizzonia

Many blockchains such as Ethereum execute all incoming transactions sequentially significantly limiting the potential throughput. A common approach to scale execution is parallel execution engines that fully utilize modern multi-core…

分布式、并行与集群计算 · 计算机科学 2025-02-17 Ray Neiheiser , Eleftherios Kokoris-Kogias

Decentralized control, low-complexity, flexible and efficient communications are the requirements of an architecture that aims to scale blockchains beyond the current state. Such properties are attainable by reducing ledger size and…

网络与互联网体系结构 · 计算机科学 2021-09-16 Vishal Sharma , Zengpeng Li , Pawel Szalachowski , Teik Guan Tan , Jianying Zhou

Sharding has emerged as a critical solution to address the scalability challenges faced by blockchain networks, enabling them to achieve higher transaction throughput, reduced latency, and optimized resource usage. This paper investigates…

分布式、并行与集群计算 · 计算机科学 2025-09-25 Ziwei Wang , Cong Wu , Paolo Tasca

Sharding is used to improve the scalability and performance of blockchain systems. We investigate the stability of blockchain sharding, where transactions are continuously generated by an adversarial model. The system consists of $n$…

分布式、并行与集群计算 · 计算机科学 2024-04-23 Ramesh Adhikari , Costas Busch , Dariusz R. Kowalski

There is a resurgence of interest in Byzantine fault-tolerant (BFT) systems due to blockchains. However, leader-based BFT consensus protocols used by permissioned blockchains have limited scalability and robustness. To alleviate the leader…

分布式、并行与集群计算 · 计算机科学 2022-09-27 Fangyu Gai , Jianyu Niu , Ivan Beschastnikh , Chen Feng , Sheng Wang

Existing blockchain sharding protocols have focused on eliminating imbalanced workload distributions. However, even with workload balance, disparities in processing capabilities can lead to differential stress among shards, resulting in…

网络与互联网体系结构 · 计算机科学 2025-05-13 Xinpeng Huang , Wanqing Jie , Shiwen Zhang , Haofu Yang , Wangjie Qiu , Qinnan Zhang , Huawei Huang , Zehui Xiong , Shaoting Tang , Hongwei Zheng , Zhiming Zheng

Today's blockchain designs suffer from a trilemma claiming that no blockchain system can simultaneously achieve decentralization, security, and performance scalability. For current blockchain systems, as more nodes join the network, the…

密码学与安全 · 计算机科学 2020-01-28 Songze Li , Mingchao Yu , Chien-Sheng Yang , A. Salman Avestimehr , Sreeram Kannan , Pramod Viswanath