{"id":26778288,"url":"https://github.com/elastisys/microrca","last_synced_at":"2025-04-16T19:23:31.950Z","repository":{"id":44444458,"uuid":"273178566","full_name":"elastisys/MicroRCA","owner":"elastisys","description":"Source code of MicroRCA","archived":false,"fork":false,"pushed_at":"2023-05-19T13:27:22.000Z","size":129,"stargazers_count":70,"open_issues_count":1,"forks_count":26,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-03-29T05:36:48.388Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/elastisys.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2020-06-18T08:05:55.000Z","updated_at":"2024-10-10T11:28:11.000Z","dependencies_parsed_at":"2022-09-19T04:50:36.452Z","dependency_job_id":null,"html_url":"https://github.com/elastisys/MicroRCA","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/elastisys%2FMicroRCA","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/elastisys%2FMicroRCA/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/elastisys%2FMicroRCA/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/elastisys%2FMicroRCA/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/elastisys","download_url":"https://codeload.github.com/elastisys/MicroRCA/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249268472,"owners_count":21240934,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-03-29T05:36:48.387Z","updated_at":"2025-04-16T19:23:31.905Z","avatar_url":"https://github.com/elastisys.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"## MicroRCA:  Microservices root cause analysis\n\nThis project provides the source code of MicroRCA.\n\n### Quick Start\nMicroRCA requires data collected from application-level (response times between two communicating services) and system-level (resource usage in container and host). An example of the data is given in folder [data](/data).\n\n#### Presequisite\n* python 3+\n* [nx](https://networkx.github.io/documentation/stable/index.html)\n* sklearn-learn\n\n#### 1. Clone the Repository\n`git clone https://github.com/elastisys/MicroRCA.git`\n\n#### 2. Customize the prefix of files\nChange the `folder`, `faults_types` and the `file name` of csv files accordingly\n\n#### 3. Run the code and tune parameters\nTune parameters `alpha` and `ad_threshold` with your data.\n\n\n\u003c!-- ### MicroRCA Overview\n\n\u003ccenter\u003e\u003cimg src=\"./images/system_overview.jpg\" width=\"350\" height=\"250\"\u003e\u003c/center\u003e --\u003e\n\n### MicroRCA Procedures\n![MicroRCA Procedures](./images/procedures.jpg)\n\n\n### Paper Reference\nLi Wu, Johan Tordsson, Erik Elmroth, Odej Kao. \u003cbr/\u003e\n**MicroRCA: Root Cause Localization of Performance Issues in Microservices** \u003cbr/\u003e\nIEEE/IFIP Network Operations and Management Symposium (NOMS),\n20-24 April 2020, Budapest, Hungary \u003cbr/\u003e\nDownload: [[PDF](https://hal.inria.fr/hal-02441640/document#:~:text=MicroRCA%20infers%20root%20causes%20in,propagation%20across%20services%20and%20machines)] [[BibTeX](https://dblp.uni-trier.de/rec/bibtex/conf/noms/WuTEK20)]\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Felastisys%2Fmicrorca","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Felastisys%2Fmicrorca","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Felastisys%2Fmicrorca/lists"}