MEMBANDINGKAN PERFORMA ANTARA HYPERLEDGER DAN MYSQL

Riko Herwanto, Onno W. Purbo, Sriyanto Sriyanto

Abstract


In this paper, we report the benchmarking results of Hyperledger, a Distributed Ledger, which is the derivation Blockchain Technology. Method to evaluate Hyperledger in a limited infrastructure is developed. The measured infrastructure consists of 8 nodes with a load of up to 20000 transactions/second.. The benchmarking of Hyperledger shows better than a database system in a high workload scenario. We found that the maximum size data volume in one transaction on the Hyperledger network is around ten (10) times of MySQL. Also, the time spent on processing a single transaction in the blockchain network is 80-200 times faster than MySQL. This initial analysis can provide an overview for practitioners in making decisions about the adoption of blockchain technology in their IT systems.

Keywords


Blockchain, Hyperledger, MySQL, Throughput

Full Text:

PDF

References


Androulaki E, Barger A, Bortnikov V, Cachin C, Christidis K, De Caro A, Enyeart D, Ferris C, Laventman G, Manevich Y, Muralidharan S. Hyperledger fabric: a distributed operating system for permissioned blockchains. Proceedings of the Thirteenth EuroSys Conference. Porto, Portugal. 2018; p. 30.

H. Sukhwani, N. Wang, K. S. Trivedi and A. Rindos. Performance Modeling of Hyperledger Fabric (Permissioned Blockchain Network). 2018 IEEE 17th International Symposium on Network Computing and Applications (NCA). Cambridge, MA. 2018: pp. 1-8.

Walport M. Distributed ledger technology: Beyond blockchain. UK Government Office for Science. Tech. Rep; 2016.

Davidson S, De Filippi P, Potts J. Disrupting governance: The new institutional economics of distributed ledger technology. 2016.

Chishti S, Barberis J. The FinTech book: the financial technology handbook for investors, entrepreneurs and visionaries. New York. John Wiley & Sons; 2016.

Cunningham J, Ainsworth J. Enabling patient control of personal electronic health records through distributed ledger technology. Stud Health Technol Inform. 2018; 245: 45-48.

Genkin D, Papadopoulos D, Papamanthou C. Privacy in decentralized cryptocurrencies. Communications of the ACM. 2018; 61(6):78-88.

Kocsis I, Pataricza A, Telek M, Klenik A, Deé F, Cseh D. Towards Performance Modeling of Hyperledger Fabric. InInternational IBM Cloud Academy Conference (ICACON). 2017.

D. Chays and Yuetang Deng, Demonstration of AGENDA tool set for testing relational database applications. Proceedings of 25th International Conference on Software Engineering, 2003. Portland, OR, USA. 2003: pp. 802-803.

R. Yasaweerasinghelage, M. Staples and I. Weber. Predicting Latency of Blockchain-Based Systems Using Architectural Modelling and Simulation. 2017 IEEE International Conference on Software Architecture (ICSA), Gothenburg. 2017: pp. 253-256.

Rauchs M, Glidden A, Gordon B, Pieters GC, Recanatini M, Rostand F, Vagneur K, Zhang BZ. Distributed ledger technology systems: a conceptual framework. Cambridge, UK. 2018.

Qassim Nasir, Ilham A. Qasse, Manar Abu Talib, and Ali Bou Nassif. Performance Analysis of Hyperledger Fabric Platforms. Security and Communication Networks, vol. 2018, Article ID 3976093, 14 pages, 2018

Gaur N, Desrosiers L, Ramakrishna V, Novotny P, Baset SA, O'Dowd A. Hands-On Blockchain with Hyperledger: Building decentralized applications with Hyperledger Fabric and Composer. Packt Publishing Ltd; 2018.

A. Baliga, N. Solanki, S. Verekar, A. Pednekar, P. Kamat and S. Chatterjee, Performance Characterization of Hyperledger Fabric. 2018 Crypto Valley Conference on Blockchain Technology (CVCBT), Zug. 2018; pp. 65-74.

White B, Lepreau J, Stoller L, Ricci R, Guruprasad S, Newbold M, Hibler M, Barb C, Joglekar A. An integrated experimental environment for distributed systems and networks. Proceedings of the 5th symposium on Operating systems design and implementation. Boston, Massachusetts. 2002;36(SI):255-270.

Buchman E. Tendermint: byzantine fault tolerance in the age of blockchains. MA thesis. Department Engineering Systems and Computing. University of Guelph. Ontario, Canada. 2016.

Dhillon V, Metcalf D, Hooper M. The hyperledger project. In Blockchain enabled applications. Apress, Berkeley, CA. 2017: 139-149

Nakamoto S. Bitcoin: A peer-to-peer electronic cash system. 2008

Nasir Q, Qasse IA, Abu Talib M, Nassif AB. Performance analysis of hyperledger fabric platforms. Security and Communication Networks. Vol. 2018; 14.

Cachin C. Architecture of the hyperledger blockchain fabric. In Workshop on distributed cryptocurrencies and consensus ledgers. 2016:. 310: 4-11.

C. Decker and R. Wattenhofer. Information propagation in the Bitcoin network. IEEE P2P 2013 Proceedings, Trento, 2013, pp. 1-10.

Cunningham J, Ainsworth J. Enabling patient control of personal electronic health records through distributed ledger technology. Stud Health Technol Inform. 2018; 245:45-8.

Genkin D, Papadopoulos D, Papamanthou C. Privacy in decentralized cryptocurrencies. Communications of the ACM. 2018; 61(6):78-88.

Bolze R, Cappello F, Caron E, Daydé M, Desprez F, Jeannot E, Jégou Y, Lanteri S, Leduc J, Melab N, Mornet G. Grid'5000: A large scale and highly reconfigurable experimental grid testbed. The International Journal of High Performance Computing Applications. 2006; (4):481-494.

Croman K, Decker C, Eyal I, Gencer AE, Juels A, Kosba A, Miller A, Saxena P, Shi E, Sirer EG, Song D. On scaling decentralized blockchains. In International Conference on Financial Cryptography and Data Security 2016). Springer, Berlin, Heidelberg. 2016; 106-125.

Maull R, Godsiff P, Mulligan C, Brown A, Kewell B. Distributed ledger technology: Applications and implications. Strategic Change. 2017; 26(5): 481-489.

N. Papadis, S. Borst, A. Walid, M. Grissa and L. Tassiulas. Stochastic Models and Wide-Area Network Measurements for Blockchain Design and Analysis. IEEE INFOCOM 2018 - IEEE Conference on Computer Communications. Honolulu, HI. 2018; pp. 2546-2554.

Sajana P, Sindhu M, Sethumadhavan M. On Blockchain Application: Hyperledger Fabric and Ethereum. International Journal of Pure and Applied Mathematics. 2018;118(18): 2965-2970.

S. Pongnumkul, C. Siripanpornchana and S. Thajchayapong. Performance Analysis of Private Blockchain Platforms in Varying Workloads. 2017 26th International Conference on Computer Communication and Networks (ICCCN). Vancouver, BC. 2017; pp. 1-6..

P. Thakkar, S. Nathan and B. Viswanathan, Performance Benchmarking and Optimizing Hyperledger Fabric Blockchain Platform, IEEE 26th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS). Milwaukee, WI. 2018; pp. 264-276..

Dinh TT, Wang J, Chen G, Liu R, Ooi BC, Tan KL. Blockbench: A framework for analyzing private blockchains. Proceedings of the 2017 ACM International Conference on Management of Data. 2017; pp. 1085-1100

Valentin Hauner.Trustworthy Conï¬guration Management with Distributed Ledgers. MA thesis. Department of Informatics, Technical University of Munich; 2018.

Vukolić M. Hyperledger fabric: towards scalable blockchain for business. Trust in Digital Life. 2016.

W. M. Shbair, M. Steichen, J. François and R. State, Blockchain orchestration and experimentation framework: A case study of KYC. NOMS 2018 - 2018 IEEE/IFIP Network Operations and Management Symposium. Taipei. 2018; pp. 1-6.




DOI: https://doi.org/10.30873/ji.v20i1.1816

 Jurnal Informatika is abstracting and indexing in the following databases:

 

 

 

JURNAL INFORMATIKA

 

Dikelola Oleh: Lembaga Penelitian dan Pengabdian kepada Masyarakat (LPPM)

Diterbitkan Oleh: Institut Informatika dan Bisnis Darmajaya
Alamat: Jl. Z.A. Pagar Alam No. 93 Gedong Meneng, Bandar Lampung Lampung
Website: jurnal.darmajaya.ac.id

Email: lp4mjurin@gmail.com


View Jurnal Informatika StatCounter

Creative Commons License

Jurnal Informatika is licensed under a Creative Commons Attribution 4.0 International License.