An Automated Customization and Performance Profiling Framework for Permissioned Blockchains in a Virtualized Environment
| Autor: | Shi, Z., Zhou, H., Surbiryala, J., Hu, Y., de Laat, C., Zhao, Z., Chen, J., Yang, L.T. |
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| Přispěvatelé: | Multiscale Networked Systems (IvI, FNWI), IvI Research (FNWI), System and Network Engineering (IVI, FNWI) |
| Jazyk: | angličtina |
| Rok vydání: | 2019 |
| Předmět: |
Virtual Infrastructure
Profiling (computer programming) Blockchain Computer science business.industry Distributed computing Performance Profiling 020207 software engineering Cryptography Cloud computing 02 engineering and technology Virtualization computer.software_genre Personalization Software deployment Permissioned Blockchain 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing business computer |
| Zdroj: | The 11th IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2019): the 19th IEEE International Conference on Computer and Information Technology (CIT 2019) ; the 2019 International Workshop on Resource Brokering with Blockchain (RBchain 2019) ; the 2019 Asia-Pacific Services Computing Conference (APSCC 2019) : proceedings : 11-13 December 2019, Sydney, Australia, 404-410 STARTPAGE=404;ENDPAGE=410;TITLE=The 11th IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2019) 2019 IEEE International Conference on Cloud Computing Technology and Science (CloudCom) CloudCom |
| Popis: | The permissioned blockchains have demonstrated their potential to provide trustworthy and security services in various industrial scenarios, especially in the Cloud-based virtualized environments. To customize the configuration of a blockchain application, an operator needs the performance characteristics of a blockchain network in different Cloud environments. However, manually profiling the performance characteristics of a blockchain network is very time-consuming. Therefore, in this paper, we propose a BlockchaIn-infRAstructure CustomIzation and Auto-profiLing (BIRACIAL) framework to automate the whole process of blockchain deployment and performance profiling. Based on the profile and performance requirements of a blockchain application, the framework aims to plan the virtual infrastructure for permissioned blockchain, to automate the provision of the required infrastructure, to deploy the customized permissioned blockchain, and to enable continuous monitoring of blockchain performance. Our evaluation results show that the proposed framework can achieve automated deployment of different permissioned blockchain networks under certain overheads. The performance profiling results can be used to compare and select the appropriate blockchain platforms and consensus algorithms. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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