可扩展系统的电子订单即服务在云

S. Ristov, Filip Dimitrievski, M. Gusev, G. Armenski
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引用次数: 2

摘要

云市场每年都在增长,公司的困境是何时何地迁移他们的服务和应用程序。公司可以将整个应用程序与其数据一起迁移,或者只将数据迁移到已经在云中准备好的某些应用程序或服务中。企业在这两方面都面临挑战。对于前者,公司需要重新开发应用程序,使其适用于云服务提供商的云架构,而对于后者,公司需要开发一些适配器或进行一些数据转换。本文着重于应用程序及其数据的迁移,并介绍了可扩展和可移植的电子订购系统的开发,该系统可以作为云服务提供。该系统对资源进行动态编排,根据需求对买家和卖家进行分组,从而减少了数据库的大小,优化了成本和性能。通过一系列实验验证了系统在可扩展Eucalyptus云框架下的可扩展性。结果显示了一个现象,即在扩展资源时,性能的超线性提高(大于扩展资源)。新架构实现了高达20倍的加速,同时仅将资源扩展为4倍。此外,处理的请求数量也出现了超线性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Scalable system for e-orders as a service in cloud
Cloud market grows each year and companies' dilemma is when and where to migrate their services and applications. Companies can migrate the whole application together with its data, or move only data to some application or service that is already prepared in the cloud. Companies have challenges in either way. For the former, the company should redevelop its application to be applicable to the cloud architecture of the cloud service provider, while it should develop some adapter or make some data transformation for the latter. This paper focuses on the migration of the application along with its data and presents the development of scalable and portable system for e-ordering, which can be offered as a service in the cloud. The system orchestrates the resources dynamically and groups buyers and sellers according to the needs, thus reducing the database size and optimizing the cost and performance. Series of experiments are conducted to prove the scalability of the system hosted in the scalable Eucalyptus cloud framework. The results show a phenomenon, that is, superlinear improvement (greater than the scaled resources) of the performance while scaling the resources. The new architecture achieves speedup of up to 20 while scaling the resources only with factor four. Also, superlinearity appears in the number of handled requests.
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