在公共云中提供生物信息学服务:挑战和研究框架

Xi Sun, Liya Fan, Linlin Yan, Lei Kong, Yang Ding, Changjie Guo, Wei Sun
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引用次数: 7

摘要

生物信息学是一门将信息技术与生物研究相结合的新兴交叉学科。这一新兴领域的技术在许多商业领域显示出巨大的潜力,包括药物设计、农业等。同时,这个新的计算领域也是计算能力的最大消费者之一,因为生物信息学中的分析通常是非常计算或数据密集型的。虽然已经有几个项目对将生物信息学应用程序部署到云环境进行了试探性探索,但部署是临时的,并且仅限于单个私有云环境。此外,台式生物学家和生物信息学家的各种需求的复杂性也给生物信息学云的发展带来了新的挑战。在本文中,我们首先确定了公共生物信息学云环境中的关键参与者及其相互作用,其中生物信息学分析作为云基础设施之上的服务被消费。在此之后,我们提出了一个研究框架来讨论交付此类解决方案时特定于领域的技术挑战。最后,我们总结了现有的相关研究成果,并介绍了我们正在进行的Web Lab项目。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Deliver Bioinformatics Services in Public Cloud: Challenges and Research Framework
Bioinformatics is a developing interdisciplinary science which combines information technologies into biological researches. The techniques from this emerging field have shown great potential in many business areas including drug design, agriculture, and so on. Meanwhile, this new computational field has also been one of the largest consumers of computational power, as the analyses in bioinformatics are often extremely computationally or data intensive. Although there are already several projects which have done tentative exploration on deploying bioinformatics applications to cloud environments, the deployment is ad-hoc and restricted to a single private cloud environment. Moreover, the complexity of various demands of bench biologists and bioinformaticians also brings new challenges to bioinformatics cloud development. In this paper, we first identify the key participants and their interactions in a public bioinformatics cloud environment, where bioinformatic analyses are consumed as services on top of a cloud infrastructure. After that, we propose a research framework to discuss the domain-specific technical challenges in delivering such a solution. Finally, we summarize the existing related research efforts based on our framework and introduce our ongoing Web Lab project.
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