Km on: An In -kernel Transparent Monitoring System for Microservice Systems with eBPF

被引:0
|
作者
Weng, Tianjun [1 ]
Yang, Wanqi [1 ]
Yu, Guangba [1 ]
Chen, Pengfei [1 ]
Cui, Jieqi [2 ]
Zhang, Chuanfu [2 ]
机构
[1] Sun Yat Sen Univ, Sch Comp Sci & Engn, Guangzhou, Guangdong, Peoples R China
[2] Sun Yat Sen Univ, Sch Syst Sci & Engn, Guangzhou, Guangdong, Peoples R China
来源
2021 IEEE/ACM INTERNATIONAL WORKSHOP ON CLOUD INTELLIGENCE (CLOUDINTELLIGENCE 2021) | 2021年
关键词
Mieruservice; Cloud computing; Monitoring; eBPF; Kubernetes;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Currently, the architecture of software systems is shifting from "monolith" to "microservice" which is an important enabling technology of cloud native systems. Since the advantages of microservice in agility, efficiency, and scaling, it has become the most popular architecture in the industry. However, as the increase of microservice complexity and scale, it becomes challenging to monitor such a large number of microservices. Traditional monitoring techniques such as end -to -end tracing cannot well fit microservice environment, because they need code instrumentation with great effort. Moreover, they cannot explore the fine-grained internal states of microservice instances. To tackle this problem, we propose Kmon, which is an In kernel transparent monitoring system for microservice systems with extended Berkeley Packet Filter (eBPF). Kmon can provide multiple kinds of run-time information of micrservices such as latency, topology, performance metrics with a low overhead.
引用
收藏
页码:25 / 30
页数:6
相关论文
共 35 条
  • [21] Analysis of vibration of rotary systems and usage of monitoring system in Lithuanian power-station
    Perednis, A.
    MECHANIKA 2007, PROCEEDINGS, 2007, : 210 - 212
  • [22] Design and Development of a Monitoring System to Assess the Quality of Hospital Information Systems: Concept and Structure
    Ehlers, Frauke
    Ammenwerth, Elske
    Hirsch, Bernhard
    CONNECTING MEDICAL INFORMATICS AND BIO-INFORMATICS, 2005, 116 : 575 - 580
  • [23] A Service-Oriented Monitoring System of Pressurized Air in Industrial Systems for Energy Awareness
    Rabeko, Piotr
    Lobov, Andrei
    Lastra, Jose L. Martinez
    PROCEEDINGS OF THE SIXTH INTERNATIONAL CONFERENCE ON SYSTEMS (ICONS 2011), 2011, : 150 - 156
  • [24] Diagnostic and Monitoring System for Technical Condition of Electromechanical Section of Thermal Control Systems in Spacecraft
    Matveev, Stanislav A.
    Korotkov, Evgeny B.
    Zhukov, Yuri A.
    Slobodzian, Nikita S.
    Nadezhin, Mikhail, I
    Gorbunov, Andrei, V
    Tanklevskiy, Leonid T.
    INTERNATIONAL JOURNAL OF MATHEMATICAL ENGINEERING AND MANAGEMENT SCIENCES, 2020, 5 (01) : 181 - 192
  • [25] An autonomous real-time detector system for radionuclide monitoring in drinking water systems
    Jorrit Drinhaus
    Alexander Harstrick
    Bastian Breustedt
    SN Applied Sciences, 2021, 3
  • [26] Tele-Monitoring System for Water and Underwater Environments using Cloud and Big Data Systems
    Suciu, George
    Suciu, Victor
    Dobre, Ciprian
    Chilipirea, Cristian
    2015 20TH INTERNATIONAL CONFERENCE ON CONTROL SYSTEMS AND COMPUTER SCIENCE, 2015, : 809 - 813
  • [27] A Hybrid Health Monitoring Approach for Aircraft Flight Control Systems With System-Level Degradation
    Guo, Yihan
    Ma, Cunbao
    Jing, Zhengdong
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2023, 70 (07) : 7438 - 7448
  • [28] Automation-induced complacency for monitoring highly reliable systems: the role of task complexity, system experience, and operator trust
    Bailey, N. R.
    Scerbo, M. W.
    THEORETICAL ISSUES IN ERGONOMICS SCIENCE, 2007, 8 (04) : 321 - 348
  • [29] Boosting a Weather Monitoring System in Low Income Economies Using Open and Non-Conventional Systems: Data Quality Analysis
    Strigaro, Daniele
    Cannata, Massimiliano
    Antonovic, Milan
    SENSORS, 2019, 19 (05)
  • [30] GSA's CEMS - Continuous emission monitoring systems of the general services administration's Washington DC district energy system
    Klotz, JH
    OFFICIAL PROCEEDINGS OF EIGHTY-SEVENTH ANNUAL CONFERENCE OF THE INTERNATIONAL DISTRICT ENERGY ASSOCIATION, VOL LXXXVII, 1996, : 107 - 121