journal article·2021-10-09Open access

Systematic Literature Review of Challenges in Blockchain Scalability

Dodo Khan, Low Tang Jung, Manzoor Ahmed Hashmani

Applied Sciences· Volume 11· Issue 20

Abstract

Blockchain technology is fast becoming the most transformative technology of recent times and has created hype and optimism, gaining much attention from the public and private sectors. It has been widely deployed in decentralized crypto currencies such as Bitcoin and Ethereum. Bitcoin is the success story of a public blockchain application that propelled intense research and development into blockchain technology. However, scalability remains a crucial challenge. Both Bitcoin and Ethereum are encountering low-efficiency issues with low throughput, high transaction latency, and huge energy consumption. The scalability issue in public Blockchains is hindering the provision of optimal solutions to businesses and industries. This paper presents a systematic literature review (SLR) on the public blockchain scalability issue and challenges. The scope of this SLR includes an in-depth investigation into the scalability problem of public blockchain, associated fundamental factors, and state-of-art solutions. This project managed to extract 121 primary papers from major scientific databases such as Scopus, IEEE explores, Science Direct, and Web of Science. The synthesis of these 121 articles revealed that scalability in public blockchain is not a singular term. A variety of factors are allied to it, with transaction throughput being the most discussed factor. In addition, other interdependent vita factors include storages, block size, number of nodes, energy consumption, latency, and cost. Generally, each term is somehow directly or indirectly reliant on the consensus model embraced by the blockchain nodes. It is also noticed that the contemporary available consensus models are not efficient in scalability and thus often fail to provide good QoS (throughput and latency) for practical industrial applications. Our findings exemplify that the Internet of Things (IoT) would be the leading application of blockchain in industries such as energy, finance, resource management, healthcare, education, and agriculture. These applications are, however, yet to achieve much-desired outcomes due to scalability issues. Moreover, Onchain and offchain are the two major categories of scalability solutions. Sagwit, block size expansion, sharding, and consensus mechanisms are examples of onchain solutions. Offchain, on the other hand, is a lighting network.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Blockchain Technology Applications and Security · IoT and Edge/Fog Computing · Caching and Content Delivery

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Computer and Information Science, Universiti Teknologi PETRONAS (UTP), Seri Iskandar 32610, Malaysia

High Performance Cloud Computing Center (HPC3), Universiti Teknologi PETRONAS (UTP), Seri Iskandar 32610, Malaysia

References (100+)

Show source-provided references
1. Haber, S., and Stornetta, W.S. (1990). How to time-stamp a digital document. Advances in Cryptology-CRYPTO’ 90, Proceedings of the Conference on the Theory and Application of Cryptography, Santa Barbara, CA, USA, 11–15 August 1990, Springer.
2. Nakamoto, S. (2008). Bitcoin: A peer-to-peer electronic cash system. Decentralized Bus. Rev., 21260. Available online: https://www.ussc.gov/sites/default/files/pdf/training/annual-national-training-seminar/2018/Emerging_Tech_Bitcoin_Crypto.pdf.
3. How Blockchain is Changing Finance
4. Shift, D. (2015). Technology Tipping Points and Societal Impact. World Economic Forum Survey Report, World Economic Forum.
5. Solutions to Scalability of Blockchain: A Survey10.1109/ACCESS.2020.2967218 ↗
6. Cong, K., Ren, Z., and Pouwelse, J. (2018, January 14–16). A Blockchain Consensus Protocol with Horizontal Scalability. Proceedings of the 2018 IFIP Networking Conference (IFIP Networking) and Workshops, Zurich, Switzerland.10.23919/IFIPNetworking.2018.8696555 ↗
7. Chauhan, A., Malviya, O.P., Verma, M., and Mor, T.S. (2018, January 16–20). Blockchain and Scalability. Proceedings of the 2018 IEEE International Conference on Software Quality, Reliability and Security Companion (QRS-C), Lisbon, Portugal.10.1109/QRS-C.2018.00034 ↗
8. Kim, S., Kwon, Y., and Cho, S. (2018, January 17–19). A Survey of Scalability Solutions on Blockchain. Proceedings of the 2018 International Con-ference on Information and Communication Technology Convergence (ICTC), Jeju Island, Korea.10.1109/ICTC.2018.8539529 ↗
9. Scaling Blockchains: A Comprehensive Survey10.1109/ACCESS.2020.3007251 ↗
10. Del Monte, G., Pennino, D., and Pizzonia, M. (2020). Scaling Blockchains without Giving Up Decentralization and Security. arXiv, Available online: https://arxiv.org/abs/2005.06665.10.1145/3410699.3413800 ↗
11. Monte, G.D., Pennino, D., and Pizzonia, M. (2020, January 25). Scaling Blockchains Without Giving Up Decentralization and Security: A Solution to the Blockchain Scalability Trilemma. Proceedings of the 3rd Workshop on Cryptocurrencies and Blockchains for Distributed Systems, London, UK.10.1145/3410699.3413800 ↗
12. Chuen, D.L.K. (2015). Handbook of Digital Currency, Elsevier.
13. Ethereum: A Secure Decentralised Generalised Transaction Ledger
14. Androulaki, E., Barger, A., Bortnikov, V., Cachin, C., Christidis, K., De Caro, A., Enyeart, D., and Ferris, C. (2018, January 23–26). Hyperledger Fabric: A Distributed Operating System for Permissioned Blockchains. Proceedings of the 13th EuroSys Conference, Porto, Portugal.10.1145/3190508.3190538 ↗
15. Greenspan, G. (2015, July 15). Multichain Private Blockchain-White Paper. Available online: http://www.multichain.com/download/MultiChain-White-Paper.pdf.
16. BIM Security: A Critical Review and Recommendations Using Encryption Strategy and Blockchain10.1016/j.autcon.2021.103682 ↗
17. A Systematic Literature Review on Applications of Information and Communication Technologies and Blockchain Technologies for Precision Agriculture Development10.1016/j.jclepro.2021.126763 ↗
18. (2018, July 19). Network, Fast, Cheap, Scalable Token Transfers for Ethereum. Available online: https://github.com/raiden-network/raiden.
19. Mosakheil, J.H. (2018). Security Threats Classification in Blockchains, St. Cloud State University.
20. Thakur, S., and Breslin, G.J. (2020, January 9–12). Cost Analysis of Blockchains-based Peer to Peer Energy Trade. Proceedings of the 2020 IEEE International Conference on Environment and Electrical Engineering and 2020 IEEE Industrial and Commercial Power Sys-tems Europe (EEEIC/ICPS Europe), Madrid, Spain.10.1109/EEEIC/ICPSEurope49358.2020.9160550 ↗
21. Scalability Challenges in Healthcare Blockchain System-A Systematic Review10.1109/ACCESS.2020.2969230 ↗
22. A Survey on the Scalability of Blockchain Systems10.1109/MNET.001.1800290 ↗
23. Yli-Huumo, J., Ko, D., Choi, S., Park, S., and Smolander, K. (2016). Where is Current Research on Blockchain Technology?—A Systematic Review. PLoS ONE, 11.10.1371/journal.pone.0163477 ↗
24. A Survey About Consensus Algorithms Used in Blockchain
25. Survey: Sharding in Blockchains10.1109/ACCESS.2020.2965147 ↗
26. Keele, S. (2021, June 15). Guidelines for Performing Systematic Literature Reviews in Software Engineering. Citeseer, Available online: https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.117.471rep=rep1type=pdf.
27. Kitchenham, B., and Charters, S. (2007). Guidelines for Performing Systematic Literature Reviews in Software Engineering, Elsevier.
28. Blockchain with Internet of Things: Benefits, Challenges, and Future Di-rections
29. Khan, D., Jung, L.T., Hashmani, M.A., and Waqas, A. (2020, January 29–30). A Critical Review of Blockchain Consensus Model. Proceedings of the 3rd International Conference on Computing, Mathematics and Engineering Technologies (iCoMET 2020), Sindh, Pakistan.10.1109/iCoMET48670.2020.9074107 ↗
30. Weber, I., Gramoli, V., Ponomarev, A., Staples, M., Holz, R., Binh Tran, A., and Rimba, P. (2017, January 26–29). On Availability for Blockchain-Based Systems. Proceedings of the 2017 IEEE 36th Symposium on Reliable Distributed Systems (SRDS), Hong Kong, China.10.1109/SRDS.2017.15 ↗
31. Blockchain-Based Sharing Services: What Blockchain Technology Can Contribute to Smart Cities10.1186/s40854-016-0040-y ↗
32. Tosh, D., Shetty, S., Foytik, P., Kamhoua, C., and Njilla, L. (2018, January 2–7). CloudPoS: A Proof-of-Stake Consensus Design for Blockchain Inte-grated Cloud. Proceedings of the 2018 IEEE 11th International Conference on Cloud Computing (CLOUD), San Francisco, CA, USA.10.1109/CLOUD.2018.00045 ↗
33. A Many-Objective Optimization Model of Industrial Internet of Things Based on Private Blockchain10.1109/MNET.011.1900536 ↗
34. Blockchain Technologies for the Internet of Things: Research Issues and Challenges10.1109/JIOT.2018.2882794 ↗
35. Survey on Blockchain for Internet of Things10.1016/j.comcom.2019.01.006 ↗
36. Sanka, A.I., and Cheung, R.C. (2018, January 18–20). Efficient High Performance FPGA Based NoSQL Caching System for Blockchain Scalability and Throughput Improvement. Proceedings of the 26th International Conference on Systems Engineering (ICSEng 2018), Sidney, Australia.10.1109/ICSENG.2018.8638204 ↗
37. Croman, K., Decker, C., Eyal, I., Gencer, A.E., Juels, A., Kosba, A., Miller, A., Saxena, P., Shi, E., and Sirer, E.G. (2016). On scaling Decentralized Blockchains. International Conference on Financial Cryptography and Data Security, Springer.10.1007/978-3-662-53357-4_8 ↗
38. Sedky, G., and El Mougy, A. (2018, January 1–4). BCXP: Blockchain-Centric Network Layer for Efficient Transaction and Block Exchange over Named Data Networking. Proceedings of the 2018 IEEE 43rd Conference on Local Computer Networks (LCN), Chicago, IL, USA.10.1109/LCN.2018.8638229 ↗
39. Nadiya, U., Mutijarsa, K., and Rizqi, C.Y. (2018, January 23–24). Block Summarization and Compression in Bitcoin Blockchain. Proceedings of the 2018 International Symposium on Electronics and Smart Devices (ISESD), Bandung, Indonesia.10.1109/ISESD.2018.8605487 ↗
40. Ahmad, A., Saad, M., Njilla, L., Kamhoua, C., Bassiouni, M., and Mohaisen, A. (2019, January 20–24). Blocktrail: A Scalable Multichain Solution for Blockchain-Based Audit Trails. Proceedings of the IEEE International Conference on Communications (ICC 2019), Shanghai, China.10.1109/ICC.2019.8761448 ↗
41. Liu, M., Teng, Y., Yu, F.R., Leung, V.C., and Song, M. (2019, January 20–24). Deep Reinforcement Learning Based Performance Optimization in Blockchain-Enabled Internet of Vehicle. Proceedings of the IEEE International Conference on Communications (ICC 2019), Shanghai, China.10.1109/ICC.2019.8761206 ↗
42. Shabandri, B., and Maheshwari, P. (2019, January 7–8). Enhancing IoT Security and Privacy Using Distributed Ledgers with IOTA and the Tangle. Proceedings of the 6th International Conference on Signal Processing and Integrated Networks (SPIN 2019), Noida, India.10.1109/SPIN.2019.8711591 ↗
43. Ni, Z., Wang, W., Kim, D.I., Wang, P., and Niyato, D. (2019, January 20–24). Evolutionary Game for Consensus Provision in Permissionless Blockchain Networks with Shards. Proceedings of the IEEE International Conference on Communications (ICC 2019), Shanghai, China.10.1109/ICC.2019.8761130 ↗
44. FastFabric: Scaling Hyperledger Fabric to 20,000 Transactions per Second10.1002/nem.2099 ↗
45. A Game-Theoretic Analysis of Shard-Based Permissionless Blockchains10.1109/ACCESS.2018.2884764 ↗
46. Arote, P., and Kuri, J. (2019, January 7–11). Hybrid Decentralized Solution for Bitcoin Zero-Confirmation Transactions. Proceedings of the 11th International Conference on Communication Systems Networks (COMSNETS 2019), Bangalore, India.10.1109/COMSNETS.2019.8711462 ↗
47. Asgaonkar, A., Palande, P., and Joshi, R.S. (2018, January 11–13). Is the Cost of Proof-of-Work Consensus Quasilinear?. Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, Goa, India.10.1145/3152494.3167978 ↗
48. Learning Blockchain Delays: A Queueing Theory Approach10.1145/3308897.3308952 ↗
49. Wang, J., and Wang, H. (2019, January 26–28). Monoxide: Scale out Blockchains with Asynchronous Consensus Zones. Proceedings of the 16th (USENIX) Symposium on Networked Systems Design and Implementation (NSDI ‘19), Boston, MA, USA.
50. Sun, H., Mao, H., Bai, X., Chen, Z., Hu, K., and Yu, W. (2017, January 18–20). Multi-Blockchain Model for Central Bank Digital Currency. Proceedings of the 18th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT 2017), Taipei, Taiwan.10.1109/PDCAT.2017.00066 ↗
51. Bandara, E., Ng, W.K., De Zoysa, K., Fernando, N., Tharaka, S., Maurakirinathan, P., and Jayasuriya, N. (2018, January 10–13). Mystiko-Blockchain Meets Big Data. Proceedings of the 2018 IEEE International Conference on Big Data (Big Data), Seattle, WA, USA.10.1109/BigData.2018.8622341 ↗
52. Performance Optimization for Blockchain-Enabled Industrial Internet of Things (IIoT) Systems: A Deep Reinforcement Learning Approach10.1109/TII.2019.2897805 ↗
53. Min, X., Li, Q., Liu, L., and Cui, L. (2016, January 23–26). A Permissioned Blockchain Framework for Supporting Instant Transaction and Dynamic Block Size. Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, Tianjin, China.10.1109/TrustCom.2016.0050 ↗
54. Herrera-Joancomartí, J., and Pérez-Solà, C. (2016). Privacy in Bitcoin Transactions: New Challenges from Blockchain Scalability Solutions. International Conference on Modeling Decisions for Artificial Intelligence, Springer.10.1007/978-3-319-45656-0_3 ↗
55. SMalik, S., Kanhere, S.S., and Jurdak, R. (2018, January 1–3). Productchain: Scalable Blockchain Framework to Support Provenance in Supply Chains. Proceedings of the IEEE 17th International Symposium on Network Computing and Applications (NCA 2018), Cambridge, MA, USA.10.1109/NCA.2018.8548322 ↗
56. Zhuang, Q., Liu, Y., Chen, L., and Ai, Z. (2019, January 7–9). Proof of Reputation: A Reputation-Based Consensus Protocol for Blockchain Based Systems. Proceedings of the 2019 International Electronics Communication Conference, Okinawa, Japan.10.1145/3343147.3343169 ↗
57. Spasovski, J., and Eklund, P. (2017, January 7–10). Proof of Stake Blockchain: Performance and Scalability for Groupware Communications. Proceedings of the 9th International Conference on Management of Digital EcoSystems, Bangkok, Thailand.10.1145/3167020.3167058 ↗
58. Inagaki, T., Ueda, Y., Nakaike, T., and Ohara, M. (2019, January 7–11). Profile-Based Detection of Layered Bottlenecks. Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering, Mumbai, India.10.1145/3297663.3310296 ↗
59. Vukolić, M. (2015). The Quest for Scalable Blockchain Fabric: Proof-of-Work vs. BFT Replication. International Workshop on Open Problems in Network Security, Springer.10.1007/978-3-319-39028-4_9 ↗
60. Yin, J., Wang, C., Zhang, Z., and Liu, J. (2018). Revisiting the Incentive Mechanism of Bitcoin-NG. Australasian Conference on Information Security and Privacy, Springer.10.1007/978-3-319-93638-3_40 ↗
61. Khalil, R., and Gervais, A. (November, January 30). Revive: Rebalancing Off-Blockchain Payment Networks. Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security, Dallas, TX, USA.
62. Yu, Y., Liang, R., and Xu, J. (2018, January 17–20). A Scalable and Extensible Blockchain Architecture. Proceedings of the 2018 IEEE International Conference on Data Mining Workshops (ICDMW), Singapore.10.1109/ICDMW.2018.00030 ↗
63. Scalable Blockchain Protocol Based on Proof of Stake and Sharding10.20965/jaciii.2019.p0856 ↗
64. Scalable Byzantine Consensus via Hardware-Assisted Secret Sharing10.1109/TC.2018.2860009 ↗
65. Scalable Funding of Bitcoin Micropayment Channel Networks10.1098/rsos.180089 ↗
66. Chow, S.S., Lai, Z., Liu, C., Lo, E., and Zhao, Y. (August, January 30). Sharding Blockchain. Proceedings of the 2018 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData), Halifax, NS, Canada.10.1109/Cybermatics_2018.2018.00277 ↗
67. Özyılmaz, K.R., Patel, H., and Malik, A. (2018, January 23–25). Split-Scale: Scaling Bitcoin by Partitioning the UTXO Space. Proceedings of the 2018 IEEE 9th International Conference on Software Engineering and Service Science, Beijing, China.10.1109/ICSESS.2018.8663851 ↗
68. SSChain: A Full Sharding Protocol for Public Blockchain without Data Migration Overhead10.1016/j.pmcj.2019.101055 ↗
69. Tsai, W.-T., Blower, R., Zhu, Y., and Yu, L. (April, January 29). A System View of Financial Blockchains. Proceedings of the 2016 IEEE Symposium on Service-Oriented System Engineering (SOSE), Oxford, UK.10.1109/SOSE.2016.66 ↗
70. A Scalable Blockchain Framework for Secure Transactions in IoT10.1109/JIOT.2018.2874095 ↗
71. Ehmke, C., Wessling, F., and Friedrich, C.M. (June, January 27). Proof-of-Property: A Lightweight and Scalable Blockchain Protocol. Proceedings of the 1st International Workshop on Emerging Trends in Software Engineering for Blockchain, Gothenburg, Sweeden.
72. Vukolić, M. (2017, January 2). Rethinking Permissioned Blockchains. Proceedings of the ACM Workshop on Blockchain, Cryptocurrencies and Contracts, Abu Dhabi, United Arab Emirates.10.1145/3055518.3055526 ↗
73. Hazari, S.S., and Mahmoud, Q.H. (2019, January 7–9). A Parallel Proof of Work to Improve Transaction Speed and Scalability in Blockchain Systems. Proceedings of the IEEE 9th Annual Computing and Communication Workshop and Conference (CCWC 2019), Las Vegas, NV, USA.10.1109/CCWC.2019.8666535 ↗
74. Putri, B.D.C., and Sari, R.F. (2018, January 4–5). The Effect of Latency on Selfish-Miner Attack on Block Receive Time Bitcoin Network Using NS3. Proceedings of the 12th International Conference on Telecommunication Systems, Services, and Applications (TSSA 2018), Kota Bandar Lampung, Indonesia.
75. Frahat, R.T., Monowar, M.M., and Buhari, S.M. (2019, January 1–3). Secure and Scalable Trust Management Model for IoT P2P Network. Proceedings of the 2nd International Conference on Computer Applications Information Security (ICCAIS), Riyadh, Saudi Arabia.10.1109/CAIS.2019.8769467 ↗
76. Blum, R., and Bocek, T. (2019, January 8–12). Superlight–A Permissionless, Light-client Only Blockchain with Self-Contained Proofs and BLS Signatures. Proceedings of the 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), Washington, DC, USA.
77. Lu, Q., Xu, X., Liu, Y., and Zhang, W. (2018, January 17–20). Design Pattern as a Service for Blockchain Applications. Proceedings of the 2018 IEEE International Conference on Data Mining Workshops (ICDMW), Singapore.10.1109/ICDMW.2018.00025 ↗
78. Palai, A., Vora, M., and Shah, A. (2018, January 26–28). Empowering Light Nodes in Blockchains with Block Summarization. Proceedings of the 9th IFIP International Conference on New Technologies, Mobility and Security (NTMS 2018), Paris, France.10.1109/NTMS.2018.8328735 ↗
79. Zamani, M., Movahedi, M., and Raykova, M. (2018, January 15–19). Rapidchain: Scaling Blockchain via Full Sharding. Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, Toronto, ON, Canada.10.1145/3243734.3243853 ↗
80. Gao, Z., Xu, L., Chen, L., Shah, N., Lu, Y., and Shi, W. (2017, January 15–17). Scalable Blockchain Based Smart Contract Execution. Proceedings of the 2017 IEEE 23rd International Conference on Parallel and Distributed Systems (ICPADS), Shenzhen, China.10.1109/ICPADS.2017.00054 ↗
81. Design of Personnel Big Data Management System Based on Blockchain10.1016/j.future.2019.07.037 ↗
82. Yamada, Y., Nakajima, T., and Sakamoto, M. (2016, January 28–30). Blockchain-LI: A Study on Implementing Activity-Based Micro-Pricing Using Cryptocurrency Technologies. Proceedings of the 14th International Conference on Advances in Mobile Computing and Multi Media, Singapore.10.1145/3007120.3007151 ↗
83. Han, R., Foutris, N., and Kotselidis, C. (2019, January 24–26). Demystifying Crypto-Mining: Analysis and Optimizations of Memory-Hard Pow Algorithms. Proceedings of the 2019 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), Madison, WI, USA.10.1109/ISPASS.2019.00011 ↗
84. Jiang, Y., and Lian, Z. (2019, January 15–17). High Performance and Scalable Byzantine Fault Tolerance. Proceedings of the 2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC), Chengdu, China.10.1109/ITNEC.2019.8728972 ↗
85. LSB: A Lightweight Scalable Blockchain for IoT security and anonymity10.1016/j.jpdc.2019.08.005 ↗
86. NormaChain: A Blockchain-Based Normalized Autonomous Transaction Settlement System for IoT-Based e-Commerce10.1109/JIOT.2018.2877634 ↗
87. Sarda, A., Ghandare, V., Malu, A., and Abraham, J. (2018, January 21–23). NoCo: An Efficient Transaction Propagation Protocol for Open Blockchains. Proceedings of the 2018 Second International Conference on Advances in Computing, Control and Communication Technology (IAC3T), Allahabad, India.10.1109/IAC3T.2018.8674030 ↗
88. Bansal, G., Dua, A., Aujla, G.S., Singh, M., and Kumar, N. (2019, January 20–24). Smartchain: A Smart and Scalable Blockchain Consortium for Smart Grid Systems. Proceedings of the 2019 IEEE International Conference on Communications Workshops (ICC Workshops), Shanghai, China.10.1109/ICCW.2019.8757069 ↗
89. Bai, H., Xia, G., and Fu, S. (2019, January 12–14). A Two-Layer-Consensus Based Blockchain Architecture for IoT. Proceedings of the IEEE 9th International Conference on Electronics Information and Emergency Communication (ICEIEC 2019), Beijing, China.10.1109/ICEIEC.2019.8784458 ↗
90. Jointgraph: A DAG-Based Efficient Consensus Algorithm for Consortium Blockchains10.1002/spe.2748 ↗
91. Worley, C., and Skjellum, A. (August, January 30). Blockchain Tradeoffs and Challenges for Current and Emerging Applications: Generalization, Fragmentation, Sidechains, and Scalability. Proceedings of the 2018 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData), Halifax, NS, Canada.10.1109/Cybermatics_2018.2018.00265 ↗
92. Imtiaz, M.A., Starobinski, D., Trachtenberg, A., and Younis, N. (2019, January 14–17). Churn in the Bitcoin Network: Characterization and Impact. Proceedings of the 2019 IEEE International Conference on Blockchain and Cryptocurrency (ICBC), Seoul, Korea.10.1109/BLOC.2019.8751297 ↗
93. Kaneko, Y., and Asaka, T. (2018, January 27–30). DHT Clustering for Load Balancing Considering Blockchain Data Size. Proceedings of the 6th International Symposium on Computing and Networking Workshops (CANDARW 2018), Takayama, Japan.10.1109/CANDARW.2018.00022 ↗
94. Zhong, G., Javaid, H., Saadat, H., Xu, L., Hu, C., and Brebner, G. (2019, January 24–26). FastProxy: Hardware and Software Acceleration of Stratum Mining Proxy. Proceedings of the 2019 Crypto Valley Conference on Blockchain Technology (CVCBT), Rotkreuz, Switzerland.10.1109/CVCBT.2019.00013 ↗
95. de Oliveira, M.T., Reis, L.H., Carrano, R.C., Seixas, F.L., Saade, D.C., Albuquerque, C.V., Fernandes, N.C., Olabarriaga, S.D., Medeiros, D.S., and Mattos, D.M. (2019, January 20–24). Towards a Blockchain-Based Secure Electronic Medical Record for Healthcare Applications. Proceedings of the IEEE International Conference on Communications (ICC 2019), Shanghai, China.10.1109/ICC.2019.8761307 ↗
96. Li, W., Sforzin, A., Fedorov, S., and Karame, G.O. (2017, January 2). Towards Scalable and Private Industrial Blockchains. Proceedings of the ACM Workshop on Blockchain, Cryptocurrencies and Contracts, Abu Dhabi, United Arab Emirates.10.1145/3055518.3055531 ↗
97. On the Performance of Distributed Ledgers for Internet of Things10.1016/j.iot.2019.100087 ↗
98. Creating Consensus Group Using Online Learning Based Reputation in Blockchain Networks10.1016/j.pmcj.2019.101056 ↗
99. Do, T., Nguyen, T., and Pham, H. (2019, January 7–9). Delegated Proof of Reputation: A Novel Blockchain Consensus. Proceedings of the 2019 International Electronics Communication Conference, Okinawa, Japan.10.1145/3343147.3343160 ↗
100. Chander, G., Deshpande, P., and Chakraborty, S. (2019, January 14–17). A Fault Resilient Consensus Protocol for Large Permissioned Blockchain Networks. Proceedings of the 2019 IEEE International Conference on Blockchain and Cryptocurrency (ICBC), Seoul, Korea.10.1109/BLOC.2019.8751439 ↗