Miaomiao Wei
ABSTRACT
With the continuous influx of new architecture ideas such as microservices, containerization and cloud nativity, the enterprise's IT architecture has gradually migrated from the physical server of the entity to IAAs cloud based on virtual machines and PAAS cloud based on container cloud platform. The rapidly changing it architecture has brought more and more challenges to the monitoring system. This paper proposes a call chain management system, which collects real-time indicators and logs from the application and infrastructure of the container cloud platform, and internally relies on the data storage and index framework to achieve long-term analysis and decision-making of operation and maintenance data.
- Auer F, lenarduzzi V, felderer m, from monolithic systems to microservices: an assessment framework[j] Information and software technology, 2021, 137: 106600Google Scholar
- Li Z, Chen J, Jiao R, practical root cause localization for microservice systems via trace analysis [a]// 2021 ieee/acm 29th International Symposium on quality of service (iwqos) [c], tokyo: IEEE, 2021: 1-10Google Scholar
- Wang L, Zhao n, Chen J, root cause metric location for microservice systems via log anomaly detection [a]// 2020 IEEE International Conference on Web services (ICWS) [c], beijing: IEEE, 2020: 142-150Google Scholar
- Meng L, Ji F, sun y, detecting anomalies in microservices with execution trace comparison[j] Future generation computer systems, 2021, 116: 291-301Google Scholar
- Meng L, sun y, Zhang s. midiag: a sequential trace based fault diagnosis framework for microservices [a]// International Conference on Services Computing [c], honolulu: Springer, Cham, 2020: 137-144Google Scholar
- Du Q, Xie T, he y. arbitrary detection and diagnosis for container based microservices with performance monitoring [a]// International Conference on Algorithms and architecture for parallel processing [c], guangzhou: Springer, Cham, 2018: 560-572Google Scholar
- P Chen, y Qi, P Zheng and D hou Causeinfer: automatic and distributed performance diagnosis with hierarchical causality graph in large distributed systems[a]// IEEE infocom 2014 - IEEE Conference on computer communications [c], Toronto, on, Canada 2014: 1887-1895Google Scholar
- Myunghwan Kim, Roshan sumbly, and Sam shah Root cause detection in a service oriented architecture [a]// In procedures of the ACM siemens/international Conference on measurement and modeling of computer systems (Siemens'13) [c], new york: Association for computing machinery, 2013: 93 – 104Google Scholar
- J Lin, P Chen, Z zheng Microsoft: pinpoint performance issues with calcium graphs in microservice environments [a]// ICSOC [c], cham: Springer, March 20, 2018Google Scholar
- Liu P, Xu h, Ouyang Q, unsupervised detection of microservice trace anomalies through service level deep Bayesian networks [a]// 2020 IEEE 31st International Symposium on Software Reliability Engineering (issre) [c], coimbra: IEEE, 2020: 48-58Google Scholar
- LAN y, Fang L, Zhang m, service dependency mining method based on service call chain analysis [a]// 2021 International Conference on Service Science (ICSS) [c], xi'an: IEEE, 2021: 84-89Google Scholar
- Setiawan W, thounaojam y, Narayan a. gwad: greedy workflow graph anomaly detection framework for system traces [a]// 2020 IEEE International Conference on systems, man, and Cybernetics (SMC) [c], toronto: IEEE, 2020: 2790-2796Google Scholar
Index Terms
- Design and implementation of call chain management system for microservice environment
Recommendations
Monitoring-based auto-scalability across hybrid clouds
SAC '18: Proceedings of the 33rd Annual ACM Symposium on Applied ComputingCloud computing is a relatively new type of Internet-based computing that becomes more and more popular. Using methods like virtualization, adopting architectures based on microservices, automation of building and deployment processes, Cloud could ...
Design of Scalable and Resilient Applications using Microservice Architecture in PaaS Cloud
ICSOFT 2019: Proceedings of the 14th International Conference on Software TechnologiesWith the increasing adoption of microservice architecture and popularity of Platform as a Service (PaaS) cloud, software architecture design is in many domains leaning towards composition of loosely interconnected services hosted in the PaaS cloud, ...
Evaluation of a Multitenant SaaS Using Monolithic and Microservice Architectures
AbstractIn the contemporary era, cloud computing has emerged as an eminent technology that offers on-demand services anytime and anywhere over the internet. Cloud environment allows organizations to scale their application based on demand. Traditionally, ...
Comments