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

3 Scopus Citations
View graph of relations

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
Pages (from-to)3044-3065
Journal / PublicationIEEE Transactions on Software Engineering
Volume48
Issue number8
Online published5 May 2021
Publication statusPublished - Aug 2022

Abstract

Being able to automatically detect the performance issues in apps can significantly improve apps’ quality as well as having a positive influence on user satisfaction. Application Performance Management (APM) libraries are used to locate the apps’ performance bottleneck, monitor their behaviors at runtime, and identify potential security risks. 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. 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 in Android apps. Using APMHunter, we conduct a large-scale empirical study on 500,000 Android apps to explore the usage patterns of APMs and discover the potential misuses of APMs. We obtain two major findings: 1) some APMs still employ deprecated permissions and approaches, which makes APMs fail to perform as expected; 2) inappropriate use of APMs can cause privacy leaks. 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 et al.
In: IEEE Transactions on Software Engineering, Vol. 48, No. 8, 08.2022, p. 3044-3065.

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