Scalability Analysis of Blockchain on a Serverless Cloud

被引:0
|
作者
Kaplunovich, Alex [1 ]
Joshi, Karuna P. [2 ]
Yesha, Yelena [1 ]
机构
[1] Univ Maryland, Comp Sci Dept, Baltimore, MD 21201 USA
[2] Univ Maryland, Informat Syst Dept, Baltimore, MD 21201 USA
来源
2019 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA) | 2019年
关键词
blockchain; serverless; AWS Cloud; Lambda; automation; messaging; benchmark;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
While adopting Blockchain technologies to automate their enterprise functionality, organizations are recognizing the challenges of scalability and manual configuration that the state of art present. Scalability of Hyperledger Fabric is an open challenge recognized by the research community. We have automated many of the configuration steps of installing Hyperledger Fabric Blockchain on AWS infrastructure and have benchmarked the scalability of that system. We have used the UCR (University of California Riverside) Time Series Archive with 128 timeseries datasets containing over 191,177 rows of data totaling 76,453,742 numbers. Using an automated Serverless approach, we have loaded this dataset, by chunks, into different AWS instances, triggering the load by SQS messaging. In this paper, we present the results of this benchmarking study and describe the approach we took to automate the Hyperledger Fabric processes using serverless Lambda functions and SQS triggering. We will also discuss what is needed to make the Blockchain technology more robust and scalable.
引用
收藏
页码:4214 / 4222
页数:9
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