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Nowadays, sharding is deemed as a promising way to save traditional blockchain protocols from their low scalability. However, such technique also brings several potential risks and huge communication overheads. An improper design may give…

密码学与安全 · 计算机科学 2022-01-03 Mengqian Zhang , Jichen Li , Zhaohua Chen , Hongyin Chen , Xiaotie Deng

Distributed ledger technology such as blockchain is considered essential for supporting large numbers of micro-transactions in the Machine Economy, which is envisioned to involve billions of connected heterogeneous and decentralized…

分布式、并行与集群计算 · 计算机科学 2024-05-27 Christoffer Fink , Olov Schelén , Ulf Bodin

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

Scalability is one of the main roadblocks to business adoption of blockchain systems. Despite recent intensive research on using sharding techniques to enhance the scalability of blockchain systems, existing solutions do not efficiently…

数据库 · 计算机科学 2020-02-18 Mohammad Javad Amiri , Divyakant Agrawal , Amr El Abbadi

Blockchain technology, while revolutionary in enabling decentralized transactions, faces scalability challenges as the ledger must be replicated across all nodes of the chain, limiting throughput and efficiency. Sharding, which divides the…

分布式、并行与集群计算 · 计算机科学 2024-05-09 Björn Assmann , Samuel J. Burri

Blockchain sharding improves the scalability of blockchain systems by partitioning the whole blockchain state, nodes, and transaction workloads into different shards. However, existing blockchain sharding systems generally suffer from a…

密码学与安全 · 计算机科学 2025-12-23 You Lin , Mingzhe Li , Jin Zhang

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 enhances blockchain scalability by partitioning nodes into multiple groups for concurrent transaction processing. Configuring a large number of small shards usually helps improve transaction concurrency, but it also increases the…

分布式、并行与集群计算 · 计算机科学 2025-12-23 Mingzhe Li , You Lin , Jin Zhang

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

This thesis proposes techniques aiming to make blockchain technologies and smart contract platforms practical by improving their scalability, latency, and privacy. This thesis starts by presenting the design and implementation of…

密码学与安全 · 计算机科学 2021-02-25 Alberto Sonnino

Low transaction throughput and poor scalability are significant issues in public blockchain consensus protocols such as Bitcoins. Recent research efforts in this direction have proposed shard-based consensus protocols where the key idea is…

计算机科学与博弈论 · 计算机科学 2018-09-26 Mohammad Hossein Manshaei , Murtuza Jadliwala , Anindya Maiti , Mahdi Fooladgar

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

Existing blockchain systems scale poorly because of their distributed consensus protocols. Current attempts at improving blockchain scalability are limited to cryptocurrency. Scaling blockchain systems under general workloads (i.e.,…

分布式、并行与集群计算 · 计算机科学 2019-03-13 Hung Dang , Tien Tuan Anh Dinh , Dumitrel Loghin , Ee-Chien Chang , Qian Lin , Beng Chin Ooi

This article examines the significant challenges encountered in implementing sharding within distributed replication systems. It identifies the impediments of achieving consensus among large participant sets, leading to scalability,…

分布式、并行与集群计算 · 计算机科学 2024-04-11 Siamak Solat

Sharding is a promising technique for addressing the scalability issues of blockchain, and this technique is especially important for IoT, edge, or mobile computing. It divides the $n$ participating nodes into $s$ disjoint groups called…

分布式、并行与集群计算 · 计算机科学 2025-01-20 Ramesh Adhikari , Costas Busch , Miroslav Popovic

Sharding has shown great potential to scale out blockchains. It divides nodes into smaller groups which allow for partial transaction processing, relaying and storage. Hence, instead of running one blockchain, we will run multiple…

分布式、并行与集群计算 · 计算机科学 2022-10-11 Pourya Soltani , Farid Ashtiani

Secure Multiparty Computation (MPC) can improve the security and privacy of data owners while allowing analysts to perform high quality analytics. Secure aggregation is a secure distributed mechanism to support federated deep learning…

密码学与安全 · 计算机科学 2022-05-04 Timothy Stevens , Joseph Near , Christian Skalka

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

In this paper, we present a pricing mechanism that aligns incentives of agents who exchange resources on a decentralized ledger with the goal of maximizing transaction throughput. Subdividing a blockchain ledger into shards promises to…

系统与控制 · 电气工程与系统科学 2020-09-02 James R. Riehl , Jonathan Ward

Sharding is the prevalent approach to breaking the trilemma of simultaneously achieving decentralization, security, and scalability in traditional blockchain systems, which are implemented as replicated state machines relying on atomic…

密码学与安全 · 计算机科学 2021-03-01 Yizhong Liu , Jianwei Liu , Marcos Antonio Vaz Salles , Zongyang Zhang , Tong Li , Bin Hu , Fritz Henglein , Rongxing Lu
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