Advances in high-throughput methods have brought new challenges for biological data analysis, often requiring many interdependent steps applied to a large number of samples. To address this challenge, workflow management systems, such as Watchdog, have been developed to support scientists in the (semi-)automated execution of large analysis workflows.

中文翻译：

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Watchdog 2.0：可重用性、再现性和工作流执行的新发展。

高通量方法的进步为生物数据分析带来了新的挑战，通常需要将许多相互依赖的步骤应用于大量样本。为了应对这一挑战，已经开发了工作流管理系统（例如 Watchdog）来支持科学家（半）自动执行大型分析工作流。