首页> 外文期刊>Concurrency, practice and experience >A service-based framework for building and executing epidemic simulation applications in the cloud
【24h】

A service-based framework for building and executing epidemic simulation applications in the cloud

机译:基于服务的框架,用于在云中构建和执行流行病模拟应用程序

获取原文
获取原文并翻译 | 示例

摘要

The cloud has emerged as an attractive platform for resource-intensive scientific applications, such as epidemic simulators. However, building and executing such applications in the cloud presents multiple challenges, including exploiting elasticity, handling failures, and simplifying multi-cloud deployment. To address these challenges, this paper proposes a novel service-based framework called DiFFuSE that enables simulation applications with a bag-of-tasks structure to fully exploit cloud platforms. This paper describes how the framework is applied to restructure two legacy applications, simulating the spread of bovine viral diarrhea virus and Mycobacterium avium subspecies paratuberculosis, into elastic cloud-native applications. Experimental results show that the framework enhances application performance and allows exploring different cost-performance trade-offs while supporting automatic failure handling and elastic resource acquisition from multiple clouds.
机译:云已经成为流行的模拟器等资源密集型科学应用的有吸引力的平台。但是,在云中构建和执行此类应用程序提出了许多挑战,包括利用弹性,处理故障以及简化多云部署。为了解决这些挑战,本文提出了一种名为DiFFuSE的新颖的基于服务的框架,该框架使具有任务包结构的模拟应用程序能够充分利用云平台。本文描述了该框架如何应用于重组两个遗留应用程序,以模拟牛病毒性腹泻病毒和结核分枝杆菌亚种结核分枝杆菌向弹性云原生应用程序的传播。实验结果表明,该框架提高了应用程序性能,并允许探索不同的成本-性能折衷,同时支持自动故障处理和从多个云中获取弹性资源。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号