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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

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 sharding has emerged as a promising solution to the scalability challenges in traditional blockchain systems by partitioning the network into smaller, manageable subsets called shards. Despite its potential, existing sharding…

分布式、并行与集群计算 · 计算机科学 2024-12-19 Ao Liu , Jing Chen , Kun He , Ruiying Du , Jiahua Xu , Cong Wu , Yebo Feng , Teng Li , Jianfeng Ma

Sharding is proposed to enhance blockchain scalability. However, a size-security dilemma where every shard must be large enough to ensure its security constrains the efficacy of individual shards and the degree of sharding itself. Most…

密码学与安全 · 计算机科学 2025-03-26 Jianting Zhang , Zhongtang Luo , Raghavendra Ramesh , Aniket Kate

Sharding is a promising blockchain scaling solution. But it currently suffers from high latency and low throughput when it comes to cross-shard transactions, i.e., transactions that require coordination from multiple shards. The root cause…

密码学与安全 · 计算机科学 2021-02-01 Sourav Das , Vinith Krishnan , Ling Ren

Sharding is used to address the performance and scalability issues of the blockchain protocols, which divides the overall transaction processing costs among multiple clusters of nodes. Shards require less storage capacity and communication…

分布式、并行与集群计算 · 计算机科学 2023-03-31 Ramesh Adhikari , Costas Busch

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

Due to its security, transparency, and flexibility in verifying virtual assets, blockchain has been identified as one of the key technologies for Metaverse. Unfortunately, blockchain-based Metaverse faces serious challenges such as massive…

密码学与安全 · 计算机科学 2023-05-02 Cong T. Nguyen , Dinh Thai Hoang , Diep N. Nguyen , Yong Xiao , Dusit Niyato , Eryk Dutkiewicz

A major challenge in blockchain sharding protocols is that more than 95% transactions are cross-shard. Not only those cross-shard transactions degrade the system throughput but also double the confirmation time, and exhaust an already…

密码学与安全 · 计算机科学 2021-10-19 Lan N. Nguyen , Truc Nguyen , Thang N. Dinh , My T. Thai

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

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

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

A promising way to overcome the scalability limitations of the current blockchain is to use sharding, which is to split the transaction processing among multiple, smaller groups of nodes. A well-performed blockchain sharding system requires…

分布式、并行与集群计算 · 计算机科学 2025-07-31 Mingzhe Li , You Lin , Wei Wang , Jin Zhang

Sharding enhances blockchain scalability by dividing the network into shards, each managing specific unspent transaction outputs or accounts. As an introduced new transaction type, cross-shard transactions pose a critical challenge to the…

密码学与安全 · 计算机科学 2024-09-13 Yizhong Liu , Andi Liu , Yuan Lu , Zhuocheng Pan , Yinuo Li , Jianwei Liu , Song Bian , Mauro Conti

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 scales throughput by splitting blockchain nodes into parallel groups. However, different shards' independent and random scheduling for cross-shard transactions results in numerous conflicts and aborts, since cross-shard…

密码学与安全 · 计算机科学 2023-04-19 Zicong Hong , Song Guo , Enyuan Zhou , Jianting Zhang , Wuhui Chen , Jinwen Liang , Jie Zhang , Albert Zomaya

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

In blockchain sharding, $n$ processing nodes are divided into $s$ shards, and each shard processes transactions in parallel. A key challenge in such a system is to ensure system stability for any ``tractable'' pattern of generated…

分布式、并行与集群计算 · 计算机科学 2025-09-03 Ramesh Adhikari , Costas Busch , Dariusz R. Kowalski

The recent surge in federated data management applications has brought forth concerns about the security of underlying data and the consistency of replicas in the presence of malicious attacks. A prominent solution in this direction is to…

数据库 · 计算机科学 2022-03-25 Sajjad Rahnama , Suyash Gupta , Rohan Sogani , Dhruv Krishnan , Mohammad Sadoghi

We present SmartShards: a new sharding algorithm for improving Byzantine tolerance and churn resistance in blockchains. Our algorithm places a peer in multiple shards to create an overlap. This simplifies cross-shard communication and shard…

分布式、并行与集群计算 · 计算机科学 2025-03-17 Joseph Oglio , Mikhail Nesterenko , Gokarna Sharma
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