SBIR Phase I: NimbleDroid: Combining Program Analysis Breakthroughs and Big Data to Improve Mobile App Performance

此小型企业创新研究（SBIR）第一阶段项目的更广泛影响/商业潜力是通过自动化Android应用程序性能调试和优化中的日常工作并简化其复杂性，极大地改善移动的应用程序用户体验，提高开发人员的工作效率，并加快移动的创新。 APP现在到处都是。 几乎所有行业都在创新。 通过简化构建高性能应用程序的过程，用户可以享受更好的体验，开发人员可以享受更高的生产力，从而使每个使用应用程序的行业和个人受益。这个小型企业创新研究（SBIR）第一阶段项目旨在通过结合程序分析研究的突破和大数据技术来实现软件开发流程的现代化。为了实现这一愿景，该项目旨在构建一个具有创新技术的独特产品，以帮助开发人员优化Android应用程序的性能。该产品持续测试代码更改中的应用性能，以便在引入慢速代码时立即检测性能问题。相比之下，现有的工具在真实的用户受到影响并且许多代码更改已经合并之后才提醒开发人员，这使得找到有问题的代码既有压力又困难。该产品通过精确定位开发人员需要修复的问题代码并解释修复的原因和方法来提供可操作的诊断。因此，它比现有工具更智能，更易于使用。

The broader impact/commercial potential of this Small Business Innovation Research (SBIR) Phase I project is to greatly improve mobile app user experience, boost developer productivity, and speed up mobile innovations by automating the mundane and simplifying the complex in Android app performance debugging and optimization. Apps are now everywhere. They innovate almost every industry. By making it easy to build high-performance apps, users enjoy better experience and developers enjoy better productivity, benefiting every industry and person that use apps.This Small Business Innovation Research (SBIR) Phase I project seeks to modernize the software development process by combining both program analysis research breakthroughs and big data technologies. Toward this vision, this project aims to build a unique product with innovative technologies to help developers optimize Android app performance. The product continuously tests app performance across code changes to detect performance issues as soon as slow code is introduced. In contrast, existing tools alert developers too late, after real users have been affected and many code changes have been merged, making it both stressful and difficult to find the problematic code. The product gives actionable diagnosis by pinpointing what problematic code developers need to fix and explaining the why and how of the fix. It is thus much more intelligent and easy to use than existing tools.