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南京邮电大学计算机学院、软件学院、网络空间安全学院,江苏南京 210003
Received:12 December 2024,
Revised:2025-05-06,
Published:25 July 2025
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蒋凌云, 杨京霖, 马鹏程, 等. 基于分片技术的区块链可扩展性研究综述[J]. 电子学报, 2025, 53(07): 2579-2600.
JIANG Ling-yun, YANG Jing-lin, MA Peng-cheng, et al. Research on Scalability of Blockchain Based on Sharding: A Survey[J]. Acta Electronica Sinica, 2025, 53(07): 2579-2600.
蒋凌云, 杨京霖, 马鹏程, 等. 基于分片技术的区块链可扩展性研究综述[J]. 电子学报, 2025, 53(07): 2579-2600. DOI:10.12263/DZXB.20241117
JIANG Ling-yun, YANG Jing-lin, MA Peng-cheng, et al. Research on Scalability of Blockchain Based on Sharding: A Survey[J]. Acta Electronica Sinica, 2025, 53(07): 2579-2600. DOI:10.12263/DZXB.20241117
区块链存在资源消耗大、吞吐量低等问题,严重影响区块链技术的落地应用.分片技术为解决区块链可扩展性问题提供了可行的方案.本文首先结合区块链逻辑结构对不同层级的区块链可扩展性方案进行总结.然后从分片结构层次、系统运行流程、研究问题、功能组件4个不同的角度对分片区块链进行概述.本文将分片区块链的设计分为9个功能组件,在此基础上,从功能组件视角总结了分片区块链的研究现状,详细地介绍了典型的分片方案.最后,从安全、性能以及均衡性角度讨论了分片技术当前所面临的挑战,并对未来研究进行了展望.
The blockchain has some scalability issues such as high-resource consumption and low-level throughput
which seriously affects the application of blockchain technology. Sharding technology provides a feasible solution to the scalability issues of blockchain. In this paper
the various scalability solutions based on logic architecture of blockchain are introduced firstly
then
the sharding technology is summarized from four aspects: sharding hierarchy
system operation
key problems
and functional components. The design of sharding blockchain is decomposed into nine functional components
on this basis
the existing works of sharding blockchain are analyzed from the perspective of functional components
and the details of these typical sharding solutions are presented. Finally
the current research challenges faced by sharding technology are discussed from the perspectives of security
performance
and balance. Also
the future research directions of development process and simulation are provided.
NAKAMOTO S . Bitcoin: A peer-to-peer electronic cash system [EB/OL ] . ( 2021-12-01 )[ 2025-05-02 ] . https://bitcoin.org/bitcoin.pdf https://bitcoin.org/bitcoin.pdf .
蔡晓晴 , 邓尧 , 张亮 , 等 . 区块链原理及其核心技术 [J ] . 计算机学报 , 2021 , 44 ( 1 ): 84 - 131 .
CAI X Q , DENG Y , ZHANG L , et al . The principle and core technology of blockchain [J ] . Chinese Journal of Computers , 2021 , 44 ( 1 ): 84 - 131 . (in Chinese)
唐飞 , 冯卓 , 黄永洪 . 基于区块链的公平可验证数据持有方案 [J ] . 电子学报 , 2023 , 51 ( 2 ): 406 - 415 .
TANG F , FENG Z , HUANG Y H . Fair provable data possession scheme based on blockchain [J ] . Acta Electronica Sinica , 2023 , 51 ( 2 ): 406 - 415 . (in Chinese)
ROCHA G D S R . DE OLIVEIRA L, TALAMINI E. Blockchain applications in agribusiness: A systematic review [J ] . Future Internet , 2021 , 13 ( 4 ): 95 .
曾诗钦 , 霍如 , 黄韬 , 等 . 区块链技术研究综述: 原理、进展与应用 [J ] . 通信学报 , 2020 , 41 ( 1 ): 134 - 151 .
ZENG S Q , HUO R , HUANG T , et al . Survey of blockchain: Principle, progress and application [J ] . Journal on Communications , 2020 , 41 ( 1 ): 134 - 151 . (in Chinese)
GERVAIS A , KARAME G O , WÜST K , et al . On the security and performance of proof of work blockchains [C ] // Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security . New York : ACM , 2016 : 3 - 16 .
SCHÄFFER M , DI ANGELO M , SALZER G . Performance and scalability of private ethereum blockchains [C ] // Business Process Management: Blockchain and Central and Eastern Europe Forum . Cham : Springer , 2019 : 103 - 118 .
YU G S , WANG X , YU K , et al . Survey: Sharding in blockchains [J ] . IEEE Access , 2020 , 8 : 14155 - 14181 .
ZHOU Q H , HUANG H W , ZHENG Z B , et al . Solutions to scalability of blockchain: A survey [J ] . IEEE Access , 2020 , 8 : 16440 - 16455 .
HAFID A , HAFID A S , SAMIH M . Scaling blockchains: A comprehensive survey [J ] . IEEE Access , 2020 , 8 : 125244 - 125262 .
NASIR M H , ARSHAD J , KHAN M M , et al . Scalable blockchains: A systematic review [J ] . Future Generation Computer Systems , 2022 , 126 ( C ): 136 - 162 .
CROMAN K , DECKER C , EYAL I , et al . On scaling decentralized blockchains: (a Position Paper) [M ] // Financial Cryptography and Data Security . Berlin : Springer , 2016 : 106 - 125 .
KLARMAN U , BASU S , KUZMANOVIC A , et al . BloXroute: A scalable trustless blockchain distribution network whitepaper [EB/OL ] .( 2018-03-28 )[ 2025-05-02 ] . https://bloxroute.com/wp-content/uploads/2018/03/bloXroute-whitepaper.pdf https://bloxroute.com/wp-content/uploads/2018/03/bloXroute-whitepaper.pdf .
ROHRER E , TSCHORSCH F . Kadcast: A structured approach to broadcast in blockchain networks [C ] // Proceedings of the 1st ACM Conference on Advances in Financial Technologies . New York : ACM , 2019 : 199 - 213 .
MAO Y F , DEB S , VENKATAKRISHNAN S B , et al . Perigee: Efficient peer-to-peer network design for blockchains [C ] // Proceedings of the 39th Symposium on Principles of Distributed Computing . New York : ACM , 2020 : 428 - 437 .
CORALLO M . Bip152: Compact block relay [EB/OL ] . ( 2016-04-01 )[ 2025-05-02 ] . https://github.com/bitcoin/bips/blob/master/bip-0152.mediawiki https://github.com/bitcoin/bips/blob/master/bip-0152.mediawiki .
SOMPOLINSKY Y , ZOHAR A . Secure high-rate transaction processing in Bitcoin [C ] // Financial Cryptography and Data Security . Berlin : Springer , 2015 : 507 - 527 .
LI C X , LI P L , ZHOU D , et al . Scaling akamoto onsensus to thousands of transactions per second [EB/OL ] . ( 2018-08-31 )[ 2025-05-02 ] . http://arXiv: http://arXiv: 1805.03870 .
CUI L Z , YANG S , CHEN Z T , et al . An efficient and compacted DAG-based blockchain protocol for industrial Internet of Things [J ] . IEEE Transactions on Industrial Informatics , 2019 , 16 ( 6 ): 4134 - 4145 .
POPOV S , MOOG H , CAMARGO D , et al . The coordicide [EB/OL ] . ( 2020-01-01 )[ 2025-05-02 ] . http://files.iota.org/papers/20200120_Coordicide_WP.pdf http://files.iota.org/papers/20200120_Coordicide_WP.pdf .
孙知信 , 张鑫 , 相峰 , 等 . 区块链存储可扩展性研究进展 [J ] . 软件学报 , 2021 , 32 ( 1 ): 1 - 20 .
SUN Z X , ZHANG X , XIANG F , et al . Survey of storage scalability on blockchain [J ] . Journal of Software , 2021 , 32 ( 1 ): 1 - 20 . (in Chinese)
ABE R , SUZUKI S , MURAI J . Mitigating Bitcoin node storage size by DHT [C ] // Proceedings of the Asian Internet Engineering Conference . New York : ACM , 2018 : 17 - 23 .
LUU L , NARAYANAN V , ZHENG C D , et al . A secure sharding protocol for open blockchains [C ] // Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security . New York : ACM , 2016 : 17 - 30 .
KOKORIS-KOGIAS E , JOVANOVIC P , GASSER L , et al . OmniLedger: A secure, scale-out, decentralized ledger via sharding [C ] // 2018 IEEE Symposium on Security and Privacy . Piscataway : IEEE , 2018 : 583 - 598 .
ZAMANI M , MOVAHEDI M , RAYKOVA M . RapidChain: Scaling blockch ain via full sharding [C ] // Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security . New York : ACM , 2018 : 931 - 948 .
NGUYEN L N , NGUYEN T D T , DINH T N , et al . OptChain: Optimal transactions placement for scalable blockchain sharding [C ] // 2019 IEEE 39th International Conference on Distributed Computing Systems . Piscataway : IEEE , 2019 : 525 - 535 .
HUANG C Y , WANG Z Y , CHEN H X , et al . RepChain: A reputation-based secure, fast, and high incentive blockchain system via sharding [J ] . IEEE Internet of Things Journal , 2021 , 8 ( 6 ): 4291 - 4304 .
HUANG H W , PENG X W , ZHAN J Z , et al . BrokerChain: A cross-shard blockchain protocol for account/balance-based state sharding [C ] // IEEE INFOCOM 2022 - IEEE Conference on Computer Communications . Piscataway : IEEE , 2022 : 1968 - 1977 .
WANG J , WANG H . Monoxide: Scale out blockchains with asynchronous consensus zones [C ] // USENIX Symposium on Networked Systems Design and Implementation (NSDI 19) . Boston : USENIX Association , 2019 : 95 - 112 .
CHEN H , WANG Y J . SSChain: A full sharding protocol for public blockchain without data migration overhead [J ] . Pervasive and Mobile Computing , 2019 , 59 : 101055 .
BUTERIN V . Ethereum Sharding FAQs [EB/OL ] . ( 2022-09-28 )[ 2025-05-02 ] . https://github.com/ethereum/wiki/wiki/Sharding-FAQs https://github.com/ethereum/wiki/wiki/Sharding-FAQs .
WANG M N , JIANG Y H , HUANG J H , et al . AMC: A PoS blockchain consensus protocol for scalable nodes [J ] . International Journal of Network Security , 2022 , 24 ( 5 ): 802 - 814 .
ZOCHOWSKI M . A Highly Scalable Decentralized Transaction System [EB/OL ] . ( 2018-02-28 )[ 2025-05-02 ] . https://logos.network/whitepaper.pdf https://logos.network/whitepaper.pdf .
DANG H , DINH T T A , LOGHIN D , et al . Towards scaling blockchain systems via sharding [C ] // Proceedings of the 2019 International Conference on Management of Data . New York : ACM , 2019 : 123 - 140 .
Al-BASSAM M , SONNINO A , BANO S , et al . Chainspace: A sharded smart contracts platform [EB/OL ] . ( 2017-08-12 )[ 2025-05-02 ] . https://arxiv.org/pdf/1708.03778 https://arxiv.org/pdf/1708.03778 .
TAO Y C , LI B , JIANG J J , et al . On sharding open blockchains with smart contracts [C ] // 2020 IEEE 36th International Conference on Data Engineering . Piscataway : IEEE , 2020 : 1357 - 1368 .
ZILLIQA Team . The ZILLIQA technical whitepaper [EB/OL ] . ( 2017-09-16 )[ 2025-05-02 ] . https://docs.zilliqa.com/whitepaper.pdf https://docs.zilliqa.com/whitepaper.pdf .
HARMONY Team . Harmony technical whitepaper [EB/OL ] . ( 2023-02-28 )[ 2025-05-02 ] . https://harmony.one/whitepaper.pdf https://harmony.one/whitepaper.pdf .
WANG G , NIXON M . RandChain: Practical scalable decentralized randomness attested by blockchain [C ] // 2020 IEEE International Conference on Blockchain . Piscataway : IEEE , 2020 : 442 - 449 .
LEE D R , JANG Y , KIM H . Poster: A proof-of-stake (PoS) blockchain protocol using fair and dynamic sharding management [C ] // Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security . New York : ACM , 2019 : 2553 - 2555 .
AMIRI M J , AGRAWAL D , EL ABBADI A . SharPer: Sharding permissioned blockchains over network clusters [C ] // Proceedings of the 2021 International Conference on Management of Data . New York : ACM , 2021 : 76 - 88 .
WANG J R , ZHOU Y , LI X W , et al . A node rating based sharding scheme for blockchain [C ] // 2019 IEEE 25th International Conference on Parallel and Distributed Systems . Piscataway : IEEE , 2019 : 302 - 309 .
MAO C Y , GOLAB W . GeoChain: A locality-based sharding protocol for permissioned blockchains [C ] // Proceedings of the 24th International Conference on Distributed Computing and Networking . New York : ACM , 2023 : 70 - 79 .
REN L Y , WARD P A S , WONG B . Toward reducing cross-shard transaction overhead in sharded blockchains [C ] // Proceedings of the 16th ACM International Conference on Distributed and Event-Based Systems . New York : ACM , 2022 : 43 - 54 .
MANUSKIN A , MIRKIN M , EYAL I . Ostraka: Secure blockchain scaling by node sharding [C ] // 2020 IEEE European Symposium on Security and Privacy Workshops . Piscataway : IEEE , 2020 : 397 - 406 .
WANG C R , RAVIV N . Low latency cross-shard transactions in coded blockchain [C ] // 2021 IEEE International Symposium on Information Theory . Piscataway : IEEE , 2021 : 2678 - 2683 .
KUDZIN A , TOYODA K , TAKAYAMA S , et al . Scaling ethereum 2.0s cross-shard transactions with refined data structures [J ] . Cryptography , 2022 , 6 ( 4 ): 57 .
KIM S . Two-phase cooperative bargaining game approach for shard-based blockchain consensus scheme [J ] . IEEE Access , 2019 , 7 : 127772 - 127780 .
HEMATI M , SHAJARI M . An incentive compatible reward sharing approach for shard-based blockchains [C ] // 2021 29th Iranian Conference on Electrical Engineering . Piscataway : IEEE , 2021 : 526 - 532 .
WANG G . RepShard: Reputation-based sharding scheme achieves linearly scaling efficiency and security simultaneously [C ] // 2020 IEEE International Conference on Blockchain . Piscataway : IEEE , 2020 : 237 - 246 .
LI J , LIU T T , NIYATO D , et al . Contract-theoretic pricing for security deposits in sharded blockchain with Internet of Things (IoT) [J ] . IEEE Internet of Things Journal , 2021 , 8 ( 12 ): 10052 - 10070 .
XU Y B , SHAO J H , SLAATS T , et al . MWPoW+: A strong consensus protocol for intra-shard consensus in blockchain sharding [J ] . ACM Transactions on Internet Technology , 2023 , 23 ( 2 ): 1 - 27 .
LIU Y Z , XIA Y , LIU J W , et al . A secure and decentralized reconfiguration protocol for sharding blockchains [C ] // 2021 7th IEEE Intl Conference on Big Data Security on Cloud (BigDataSecurity), IEEE Intl Conference on High Performance and Smart Computing, (HPSC) and IEEE Intl Conference on Intelligent Data and Security . Piscataway : IEEE , 2021 : 111 - 116 .
GADIRAJU D S , LALITHA V , AGGARWAL V . Secure regenerating codes for reducing storage and bootstrap costs in sharded blockchains [C ] // 2020 IEEE International Conference on Blockchain . Piscataway : IEEE , 2020 : 229 - 236 .
HONG Z C , GUO S , LI P , et al . Pyramid: A layered sharding blockchain system [C ] // IEEE INFOCOM 2021 - IEEE Conference on Computer Communications . New York : ACM , 2021 : 1 - 10 .
ZHANG M Q , LI J C , CHEN Z H , et al . CycLedger: A scalable and secure parallel protocol for distributed ledger via sharding [C ] // 2020 IEEE International Parallel and Distributed Processing Symposium . Piscataway : IEEE , 2020 : 358 - 367 .
EOS . team IO . EOS . IO technical white paper v2 [R/OL ] . ( 2017-06-26 )[ 2025-05-02 ] . https://github.com/EOSIO/Documentation https://github.com/EOSIO/Documentation .
XU G X , LIU Y , KHAN P W . Improvement of the DPoS consensus mechanism in blockchain based on vague sets [J ] . IEEE Transactions on Industrial Informatics , 2020 , 16 ( 6 ): 4252 - 4259 .
LUO Y H , CHEN Y Q , CHEN Q , et al . A new election algorithm for DPos consensus mechanism in blockchain [C ] // 2018 7th International Conference on Digital Home . Piscataway : IEEE , 2018 : 116 - 120 .
ABRAHAM I , NAYAK K , REN L , et al . Brief note: Fast authenticated byzantine consensus [EB/OL ] . ( 2022-04-29 )[ 2025-05-02 ] . https://arxiv.org/pdf/2102.07932 https://arxiv.org/pdf/2102.07932 .
CASTRO M , LISKOV B . Practical Byzantine fault tolerance [C ] // Proceedings of the Third Symposium on Operating Systems Design and Implementation . New York : ACM , 1999 : 173 - 186 .
ANDROULAKI E , BARGER A , BORTNIKOV V , et al . Hyperledger fabric: A distributed operating system for permissioned blockchains [C ] // Proceedings of the Thirteenth EuroSys Conference . New York : ACM , 2018 : 1 - 15 .
SHAHRIAR HAZARI S , MAHMOUD Q H . Improving transaction speed and scalability of blockchain systems via parallel proof of work [J ] . Future Internet , 2020 , 12 ( 8 ): 125 .
RAZA Z , HAQ I U , MUNEEB M , et al . Energy efficient multiprocessing solo mining algorithms for public blockchain systems [J ] . Scientific Programming , 2021 , 2021 : 9996132 .
EYAL I , GENCER A E , SIRER E G , et al . Bitcoin-ng: A scalable blockchain protocol [C ] // 13th {USENIX} Symposium on Networked Systems Design and Implementation ({NSDI} 16) . Berkeley : USENIX , 2016 : 45 - 59 .
VASIN P . Blackcoin’s proof-of-stake protocol v2 [EB/OL ] . ( 2014-02-28 )[ 2025-05-02 ] . https://blackcoin.co/blackcoin-pos-protocol-v2-whitepaper.pdf https://blackcoin.co/blackcoin-pos-protocol-v2-whitepaper.pdf .
BUTERIN V , GRIFFITH V . Casper the friendly finality gadget [EB/OL ] . ( 2017-10-25 )[ 2025-05-02 ] . https://arxiv.org/pdf/1710.09437.pdf https://arxiv.org/pdf/1710.09437.pdf .
SKH SAAD S M , RAJA MOHD RADZI R Z . Comparative review of the blockchain consensus algorithm between proof of stake (POS) and delegated proof of stake (DPOS) [J ] . International Journal of Innovative Computing , 2020 , 10 ( 2 ): 27 - 32 .
靳世雄 , 张潇丹 , 葛敬国 , 等 . 区块链共识算法研究综述 [J ] . 信息安全学报 , 2021 , 6 ( 2 ): 85 - 100 .
JIN S X , ZHANG X D , GE J G , et al . Overview of blockchain consensus algorithm [J ] . Journal of Cyber Security , 2021 , 6 ( 2 ): 85 - 100 . (in Chinese)
RIEHL J R , WARD J . Transaction pricing for maximizing throughput in a sharded blockchain ledger [C ] // 2020 Crypto Valley Conference on Blockchain Technology . Piscataway : IEEE , 2020 : 36 - 42 .
KHAN S N , LOUKIL F , GHEDIRA-GUEGAN C , et al . Blockchain smart contracts: Applications, challenges, and future trends [J ] . Peer-to-Peer Networking and Applications , 2021 , 14 ( 5 ): 2901 - 2925 .
GAO Z M , XU L , CHEN L , et al . Scalable blockchain based smart contract execution [C ] // 2017 IEEE 23rd International Conference on Parallel and Distributed Systems . Piscataway : IEEE , 2017 : 352 - 359 .
SOLIDITY Team . Solidity Docs [EB/OL ] . ( 2016-02-28 )[ 2025-05-02 ] . https://docs.soliditylang.org/en/latest/ https://docs.soliditylang.org/en/latest/ .
POON J , DRYJA T . The bitcoin lightning network: Scalable off-chain instant payments [EB/OL ] . ( 2016-01-14 )[ 2025-05-02 ] . https://1bitcoin.ca/s/lightning-network-paper.pdf https://1bitcoin.ca/s/lightning-network-paper.pdf .
Raiden Network Website . Fast, cheap, scalable token transfers for Ethereum [EB/OL ] . ( 2023-02-28 )[ 2025-05-02 ] . https://raiden.network/ https://raiden.network/ .
DECKER C , WATTENHOFER R . A fast and scalable payment network with Bitcoin duplex micropayment channels [C ] // Stabilization, Safety, and Security of Distributed Systems . Cham : Springer , 2015 : 3 - 18 .
MILLER A , BENTOV I , BAKSHI S , et al . Sprites and state channels: Payment networks that go faster than lightning [C ] // Financial Cryptography and Data Security . Cham : Springer , 2019 : 508 - 526 .
KHALIL R , GERVAIS A . Revive: Rebalancing off-blockchain payment networks [C ] // Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security . New York : ACM , 2017 : 439 - 453 .
ROHRER E , LAß J F , TSCHORSCH F . Towards a concurrent and distributed route selection for payment channel networks [M ] // Data Privacy Management, Cryptocurrencies and Blockchain Technology . Cham : Springer International Publishing , 2017 : 411 - 419 .
SIVARAMAN V , VENKATAKRISHNAN S B , RUAN K , et al . High throughput cryptocurrency routing in payment channel networks [C ] // 17th {USENIX} Symposium on Networked Systems Design and Implementation . Berkeley : USENIX , 2020 : 777 - 796 .
Loom network community . Loom network documentation [EB/OL ] . ( 2023-02-28 )[ 2025-05-02 ] . https://loomx.io https://loomx.io .
LERNER S D . RSK: Bitcoin powered smart contracts [EB/OL ] . ( 2022-02-28 )[ 2025-05-02 ] . https://rootstock.io/rsk-white-paper-updated.pdf https://rootstock.io/rsk-white-paper-updated.pdf .
POON J , BUTERIN V . Plasma: Scalable autonomous smart contracts [EB/OL ] . ( 2017-08-11 )[ 2025-05-02 ] . https://plasma.io/plasma-deprecated.pdf https://plasma.io/plasma-deprecated.pdf .
Foundation fusion . Fushion: An inclusive cryptofinance platform based on blockchain [EB/OL ] . ( 2023-02-28 )[ 2025-05-02 ] . https://www.fusion.org/themes/fusion/assets/pdf/Fusion-White-Paper.pdf https://www.fusion.org/themes/fusion/assets/pdf/Fusion-White-Paper.pdf .
KWON J , BUCHMAN E . Cosmos: A network of distributed ledgers [EB/OL ] . ( 2018-02-28 )[ 2025-05-02 ] . https://v1.cosmos.network/cosmos-whitepaper.pdf https://v1.cosmos.network/cosmos-whitepaper.pdf .
TEUTSCH J , REITWIEßNER C . A scalable verification solution for blockchains [EB/OL ] . ( 2023-02-28 )[ 2025-05-02 ] . https://arxiv.org/pdf/1908.04756 https://arxiv.org/pdf/1908.04756 .
BODORIK P , LIU C G , JULTA D . Using FSMs to find patterns for off-chain computing: Finding patterns for off-chain computing with FSMs [C ] // Proceedings of the 2021 3rd International Conference on Blockchain Technology . New York : ACM , 2021 : 28 - 34 .
FREY D , MAKKES M X , ROMAN P L , et al . Bringing secure Bitcoin transactions to your smartphone [C ] // Proceedings of the 15th International Workshop on Adaptive and Reflective Middleware . New York : ACM , 2016 : 1 - 6 .
ZHENG Q H , LI Y , CHEN P , et al . An innovative IPFS-based storage model for blockchain [C ] // 2018 IEEE/WIC/ACM International Conference on Web Intelligence . Piscataway : IEEE , 2018 : 704 - 708 .
DOAN T V , BAJPAI V , PSARAS Y , et al . Towards decentralised cloud storage with IPFS: Opportunities, challenges, and future directions [EB/OL ] . ( 2022-01-01 )[ 2025-05-02 ] . https://arxiv.org/pdf/2202.06315 https://arxiv.org/pdf/2202.06315 .
HE G B , SU W , GAO S . Chameleon: A scalable and adaptive permissioned blockchain architecture [C ] // 2018 1st IEEE International Conference on Hot Information-Centric Networking . Piscataway : IEEE , 2018 : 87 - 93 .
LI C L , HUANG H W , ZHAO Y T , et al . Achieving scalability and load balance across blockchain shards for state sharding [C ] // 2022 41st International Symposium on Reliable Distributed Systems . Piscataway : IEEE , 2022 : 284 - 294 .
LIU Y Z , LIU J W , SALLES M A V , et al . Building blocks of sharding blockchain systems: Concepts, approaches, and open problems [J ] . Computer Science Review , 2022 , 46 : 100513 .
WANG G , SHI Z J , NIXON M , et al . SoK: Sharding on blockchain [C ] // Proceedings of the 1st ACM Conference on Advances in Financial Technologies . New York : ACM , 2019 : 41 - 61 .
JIA L P , LIU Y X , WANG K Y , et al . Estuary: A low cross-shard blockchain sharding protocol based on state splitting [J ] . IEEE Transactions on Parallel and Distributed Systems , 2024 , 35 ( 3 ): 405 - 420 .
LI M Z , LIN Y , ZHANG J , et al . CoChain: High concurrency blockchain sharding via consensus on consensus [C ] // IEEE INFOCOM 2023 - IEEE Conference on Computer Communications . Piscataway : IEEE , 2023 : 1 - 10 .
LI M Z , WANG W , ZHANG J . LB-chain: Load-balanced and low-latency blockchain sharding via account migration [J ] . IEEE Transactions on Parallel and Distributed Systems , 2023 , 34 ( 10 ): 2797 - 2810 .
KRÓL M , ASCIGIL O , RENE S , et al . Shard scheduler: Object placement and migration in sharded account-based blockchains [C ] // Proceedings of the 3rd ACM Conference on Advances in Financial Technologies . New York : ACM , 2021 : 43 - 56 .
ZHANG Y Z , PAN S R , YU J S . TxAllo: Dynamic transaction allocation in sharded blockchain systems [C ] // 2023 IEEE 39th International Conference on Data Engineering . Piscataway : IEEE , 2023 : 721 - 733 .
HUANG X , JIE W , ZHANG S , et al . ContribChain: A stress-balanced blockchain sharding protocol with node contribution awareness [C ] // IEEE INFOCOM 2025 - IEEE Conference on Computer Communications . Piscataway : IEEE , 2025 : 1 - 10 .
HONG Z , GUO S , ZHOU E , et al . Gridb: Scaling blockchain database via sharding and off-chain cross-shard mechanism [EB/OL ] . ( 2024-07-04 )[ 2025-05-02 ] . https://arxiv.org/abs/2407.03750 https://arxiv.org/abs/2407.03750 .
PARK S , MUN B , LEE S , et al . Impact of eip-4844 on ethereum: Consensus security, ethereum usage, rollup transaction dynamics, and blob gas fee markets [EB/OL ] . ( 2024-03-06 )[ 2025-05-02 ] . https://arxiv.org/abs/2405.03183 https://arxiv.org/abs/2405.03183 .
XIE J , ZHANG K , LU Y L , et al . Resource-efficient DAG blockchain with sharding for 6G networks [J ] . IEEE Network , 2022 , 36 ( 1 ): 189 - 196 .
ROHRER E , TSCHORSCH F . Kadcast-NG: A structured broadcast protocol for blockchain networks [J ] . IEEE/ACM Transactions on Networking , 2023 , 31 ( 6 ): 3269 - 3283 .
HELLINGS J , SADOGHI M . ByShard: Sharding in a Byzantine environment [J ] . The VLDB Journal , 2023 , 32 ( 6 ): 1343 - 1367 .
TAO Y C , LI B , LI B C . On sharding across heterogeneous blockchains [C ] // 2023 IEEE 39th International Conference on Data Engineering . Piscataway : IEEE , 2023 : 477 - 489 .
HONG Z C , GUO S , ZHOU E Y , et al . Prophet: Conflict-free sharding blockchain via Byzantine-tolerant deterministic ordering [C ] // IEEE INFOCOM 2023 - IEEE Conference on Computer Communications . Piscataway : IEEE , 2023 : 1 - 10 .
XU J , MING Y L , WU Z H , et al . X-shard: Optimistic cross-shard transaction processing for sharding-based blockchains [J ] . IEEE Transactions on Parallel and Distributed Systems , 2024 , 35 ( 4 ): 548 - 559 .
LIU A D , LIU Y Z , WU Q H , et al . CHERUBIM: A secure and highly parallel cross-shard consensus using quadruple pipelined two-phase commit for sharding blockchains [J ] . IEEE Transactions on Information Forensics and Security , 2024 , 19 : 3178 - 3193 .
CHEN Q D , HUANG H W , YIN Z K , et al . Broker2Earn: Towards maximizing broker revenue and system liquidity for sharded blockchains [C ] // IEEE INFOCOM 2024 - IEEE Conference on Computer Communications . Piscataway : IEEE , 2024 : 251 - 260 .
Team Avail . Avail: A unifying blockchain network: Version: 2 . 1 [EB/OL ] . ( 2024-11-06 )[ 2025-05-02 ] . https://github.com/availproject/data-availability/blob/93c547ce4efce3e992b573179a8d22b3657fdcee/reference%20document/Avail%20Reference%20Paper%20v2.1%206%20Nov%202024.pdf https://github.com/availproject/data-availability/blob/93c547ce4efce3e992b573179a8d22b3657fdcee/reference%20document/Avail%20Reference%20Paper%20v2.1%206%20Nov%202024.pdf .
QI X D . S-store: A scalable data store towards permissioned blockchain sharding [C ] // IEEE INFOCOM 2022 - IEEE Conference on Computer Communications . Piscataway : IEEE , 2022 : 1978 - 1987 .
HUANG H W , ZHAO Y T , ZHENG Z B . tMPT: Reconfiguration across blockchain shards via trimmed merkle patricia trie [C ] // 2023 IEEE/ACM 31st International Symposium on Quality of Service . Piscataway : IEEE , 2023 : 1 - 10 .
CAI Z T , LIANG J Y , CHEN W H , et al . Benzene: Scaling blockchain with cooperation-based sharding [J ] . IEEE Transactions on Parallel and Distributed Systems , 2023 , 34 ( 2 ): 639 - 654 .
HUANG H W , YUE Z Y , PENG X W , et al . Elastic resource allocation against imbalanced transaction assignments in sharding-based permissioned blockchains [J ] . IEEE Transactions on Parallel and Distributed Systems , 2022 , 33 ( 10 ): 2372 - 2385 .
JIANG S , CAO J N , TUNG C L , et al . Sharon: Secure and efficient cross-shard transaction processing via shard rotation [C ] // IEEE INFOCOM 2024 - IEEE Conference on Computer Communications . Piscataway : IEEE , 2024 : 2418 - 2427 .
ZHANG J T , CHEN W H , HONG Z C , et al . Efficient execution of arbitrarily complex cross-shard contracts for blockchain sharding [J ] . IEEE Transactions on Computers , 2024 , 73 ( 5 ): 1190 - 1205 .
HUANG H W , LIN Y , ZHENG Z B . Account migration across blockchain shards using fine-tuned lock mechanism [C ] // IEEE INFOCOM 2024 - IEEE Conference on Computer Communications . Piscataway : IEEE , 2024 : 271 - 280 .
ZHANG C , XU C , HU H , et al . {COLE}: A column-based learned storage for blockchain systems [C ] // 22nd USENIX Conference on File and Storage Technologies (FAST 24) . Berkeley : USENIX , 2024 : 329 - 345 .
HUANG H W , YE G , YANG Q L , et al . BlockEmulator: An emulator enabling to test blockchain sharding protocols [J ] . IEEE Transactions on Services Computing , 2025 , 18 ( 2 ): 690 - 703 .
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