ImpAPTr: A Tool For Identifying The Clues To Online Service Anomalies
Wed 23 Sep 2020 10:30 - 10:35 at Wombat - Tool Demo Showcase (2) Chair(s): Junjie Chen
As a common IT infrastructure, APM (Application PerformanceManagement) systems have been widely adopted to monitor call request to an on-line service. Usually, each request may contain multi-dimensional attributes(e.g., City, ISP, Platform, etc. ), which may become the reason for a certain anomaly regarding DSR (Declining Success Rate) of service calls either solely or as a combination. Moreover, each attribute may also have multiple values (e.g., ISP could be T-Mobile, Vodafone, CMCC, etc.), rendering intricate root causes and huge challenges to identify the root causes. In this paper, we propose a prototype tool, Imp APTr(Imp act Analysis based on Pruning Tree), to identify the combination of dimensional attributes as the clues leading to the root causes of anomalies regarding DSR of a service call in a timely manner. Imp APTr have been evaluated in MeiTuan, one of the biggest on-line service providers. Performance regarding the accuracy outperforms several previous tools in the same field.
Wed 23 SepDisplayed time zone: (UTC) Coordinated Universal Time change
01:10 - 02:10 | Testing of Emerging ApplicationsResearch Papers / Tool Demonstrations at Wombat Chair(s): Yuan Tian Queens University, Kingston, Canada | ||
01:10 20mTalk | CoFI: Consistency-Guided Fault Injection for Cloud Systems Research Papers Haicheng Chen The Ohio State University, USA, Wensheng Dou Institute of Software, Chinese Academy of Sciences, Dong Wang Institute of software, Chinese academy of sciences, Feng Qin Ohio State University, USA | ||
01:30 20mTalk | ChemTest: An Automated Software Testing Framework for an Emerging Paradigm Research Papers Michael C. Gerten Iowa State University, James I. Lathrop Iowa State University, Myra Cohen Iowa State University, Titus H. Klinge Drake University Pre-print | ||
01:50 10mTalk | ImpAPTr: A Tool For Identifying The Clues To Online Service Anomalies Tool Demonstrations hao wang , Guoping Rong Nanjing University, Yangchen Xu Nanjing University, Yong You Meituan-Dianping Group | ||
10:20 - 11:20 | |||
10:20 5mTalk | MetPurity: A Learning-Based Tool of Pure Method Identification for Automatic Test Generation Tool Demonstrations | ||
10:25 5mTalk | STIFA: Crowdsourced Mobile Testing Report Selection Based on Text and Image Fusion Analysis Tool Demonstrations Zhenfei Cao Nanjing University, Xu Wang Nanjing University, Shengcheng Yu Nanjing University, China, Yexiao Yun Nanjing University, Chunrong Fang Nanjing University, China | ||
10:30 5mTalk | ImpAPTr: A Tool For Identifying The Clues To Online Service Anomalies Tool Demonstrations hao wang , Guoping Rong Nanjing University, Yangchen Xu Nanjing University, Yong You Meituan-Dianping Group | ||
10:35 5mTalk | PerfCI: A Toolchain for Automated Performance Testing during Continuous Integration of Python Projects Tool Demonstrations Omar Javed Università della Svizzera italiana, Joshua Heneage Dawes University of Manchester and CERN, Marta Han University of Zagreb and CERN, Giovanni Franzoni CERN, Andreas Pfeiffer CERN, Giles Reger University of Manchester, Walter Binder University of Lugano, Switzerland | ||
10:40 5mTalk | Botsing, a Search-based Crash Reproduction Framework for Java Tool Demonstrations Pouria Derakhshanfar Delft University of Technology, Xavier Devroey Delft University of Technology, Annibale Panichella Delft University of Technology, Andy Zaidman Delft University of Technology, Arie van Deursen Delft University of Technology, Netherlands DOI Pre-print Media Attached | ||
10:45 5mTalk | Speeding up GUI Testing by On-Device Test Generation Tool Demonstrations Nataniel Borges Jr. CISPA Helmholtz Center for Information Security, Jenny Rau CISPA Helmholtz Center for Information Security, Andreas Zeller CISPA, Germany | ||
10:50 30mLive Q&A | Q&A or Discussion Tool Demonstrations | ||