A Systematical Study on Application Performance Management Libraries for Apps

Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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Author(s)

  • Yutian Tang
  • Haoyu Wang
  • Xian Zhan
  • Xiapu Luo
  • Yajin Zhou
  • Hao Zhou
  • Qiben Yan
  • Yulei Sui

Related Research Unit(s)

Detail(s)

Original languageEnglish
Journal / PublicationIEEE Transactions on Software Engineering
Online published5 May 2021
Publication statusOnline published - 5 May 2021

Abstract

Being able to automatically detect the performance issues in apps will significantly improve their quality as well as having a positive influence on user satisfaction. Although app developers have been exploiting application performance management (APM)tools to capture these potential performance issues, most of them do not fully understand the internals of these APM tools and the effect on their apps, such as security risks, etc. To fill this gap, in this paper, we conduct the first systematic study on APMs for apps by scrutinizing 25 widely-used APMs for Android apps and develop a framework named APMHunter for exploring the usage of APMs inAndroid apps. Using APMHunter, we conduct a large-scale empirical study on 500,000 Android apps to explore the usage patterns ofAPMs and discover the potential misuses of APMs. We obtain two major findings: 1) some APMs still employ deprecated permissions and approaches, which leads to APM malfunction as expected; 2) inappropriate APMs utilization will cause privacy leakages. Thus, our study suggests that both APM vendors and developers should design and use APMs scrupulously

Research Area(s)

  • Empirical study, Android, Application performance management

Citation Format(s)

A Systematical Study on Application Performance Management Libraries for Apps. / Tang, Yutian; Wang, Haoyu; Zhan, Xian; Luo, Xiapu; Zhou, Yajin; Zhou, Hao; Yan, Qiben; Sui, Yulei; Keung, Jacky.

In: IEEE Transactions on Software Engineering, 05.05.2021.

Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review