SmartDBO: Smart Docker Benchmarking Orchestrator for Web-application

SmartDBO: Smart Docker Benchmarking Orchestrator for Web-application
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SmartDBO:用于 Web 应用程序的智能 Docker 基准测试协调器

DOI:
10.1145/3308558.3314137
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发表时间:
2019
期刊:
--
影响因子:
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通讯作者:
Jha D
Jha D
中科院分区:
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文献类型:
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作者:
Jha D

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容器化的web应用程序最近越来越受欢迎,因为容器提供的优势包括轻量级、打包、快速启动和关闭以及易于扩展。由于有超过267家云提供商,为容器化的web应用程序找到一个灵活的部署选择是非常困难的,因为每个云都提供了大量的部署基础设施。基准测试是在产品级部署之前评估已配置资源的重要选项之一。然而,对各种云提供商提供的大量基础设施资源进行基准测试是一个耗时、繁琐和昂贵的过程,手动完成是不现实的。在这个演示中,我们展示了Smart Docker Benchmarking Orchestrator (SmartDBO),这是一个通用的编排框架,可以在满足预算和部署配置限制的情况下,自动对用户跨不同云提供商的容器化web应用程序进行基准测试(部署和执行)。SmartDBO旨在回答两个问题:(i)如何在多云环境中自动化容器化web应用程序的基准测试?(ii)如何在不超出用户预算的情况下,最大限度地提高基准测试解决方案的多样性,以涵盖最多数量的云提供商和所配置的基础设施类型?我们使用SimplCommerce和TPC-W在Amazon AWS和Microsoft Azure上执行来评估SmartDBO的所有功能。
Containerized web-applications have gained popularity recently due to the advantages provided by the containers including light-weight, packaged, fast start up and shut down and easy scalability. As there are more than 267 cloud providers, finding a flexible deployment option for containerized web-applications is very difficult as each cloud offers numerous deployment infrastructure. Benchmarking is one of the eminent options to evaluate the provisioned resources before product-level deployment. However, benchmarking the massive infrastructure resources provisioned by various cloud providers is a time consuming, tedious and costly process and is not practical to accomplish manually.In this demonstration, we present Smart Docker Benchmarking Orchestrator (SmartDBO), a general orchestration framework that automatically benchmarks (deploys and executes) users' containerized web-applications across different cloud providers while meeting the constraints of budget and deployment configurations. SmartDBO aims to answer two questions: (i) how to automate the benchmarking of containerized web-application across multi-cloud environments?, (ii) how to maximize the diversity in a benchmarking solution which covers maximum numbers of cloud providers and types of provisioned infrastructures without exceeding users' budgets? We evaluate all the features of SmartDBO using SimplCommerce and TPC-W executing across Amazon AWS and Microsoft Azure.
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