Please use this identifier to cite or link to this item:
https://doi.org/10.21256/zhaw-26377Full metadata record
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Kalinagac, Onur | - |
| dc.contributor.author | Soussi, Wissem | - |
| dc.contributor.author | Gür, Gürkan | - |
| dc.date.accessioned | 2022-12-15T16:51:45Z | - |
| dc.date.available | 2022-12-15T16:51:45Z | - |
| dc.date.issued | 2022 | - |
| dc.identifier.isbn | 978-3-903176-51-5 | de_CH |
| dc.identifier.uri | https://digitalcollection.zhaw.ch/handle/11475/26377 | - |
| dc.description.abstract | In this work, we present Graph Based Liability Analysis Framework (GRALAF) for root cause analysis (RCA) of the microservices. In this Proof-of-Concept (PoC) tool, we keep track of the performance metrics of microservices, such as service response time and CPU level values, to detect anomalies. By injecting faults in the services, we construct a Causal Bayesian Network (CBN) which represents the relation between service faults and metrics. The constructed CBN is used to predict the fault probability of services under given metrics which are assigned discrete values according to their anomaly states. | de_CH |
| dc.language.iso | en | de_CH |
| dc.publisher | IEEE | de_CH |
| dc.rights | Licence according to publishing contract | de_CH |
| dc.subject | Root cause analysis | de_CH |
| dc.subject | Causal Bayesian network | de_CH |
| dc.subject | Microservice | de_CH |
| dc.subject.ddc | 004: Informatik | de_CH |
| dc.title | Graph based liability analysis for the microservice architecture | de_CH |
| dc.type | Konferenz: Paper | de_CH |
| dcterms.type | Text | de_CH |
| zhaw.departement | School of Engineering | de_CH |
| zhaw.organisationalunit | Institut für Informatik (InIT) | de_CH |
| dc.identifier.doi | 10.23919/CNSM55787.2022.9964681 | de_CH |
| dc.identifier.doi | 10.21256/zhaw-26377 | - |
| zhaw.conference.details | 18th International Conference on Network and Service Management (CNSM), Thessaloniki, Greece, 31 October - 4 November 2022 | de_CH |
| zhaw.funding.eu | info:eu-repo/grantAgreement/EC/H2020/871808//INtelligent Security and PervasIve tRust for 5G and Beyond/INSPIRE-5Gplus | de_CH |
| zhaw.originated.zhaw | Yes | de_CH |
| zhaw.pages.end | 366 | de_CH |
| zhaw.pages.start | 364 | de_CH |
| zhaw.publication.status | acceptedVersion | de_CH |
| zhaw.publication.review | Peer review (Publikation) | de_CH |
| zhaw.title.proceedings | 2022 18th International Conference on Network and Service Management (CNSM) | de_CH |
| zhaw.webfeed | Information Security | de_CH |
| zhaw.funding.zhaw | INtelligent Security and PervasIve tRust for 5G and Beyond (INSPIRE-5Gplus) | de_CH |
| zhaw.author.additional | No | de_CH |
| zhaw.display.portrait | Yes | de_CH |
| Appears in collections: | Publikationen School of Engineering | |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| 2022_Kalinagac-etal_GRALAF-for-RCA-microservices.pdf | Accepted Version | 1.8 MB | Adobe PDF |  View/Open |
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Kalinagac, O., Soussi, W., & Gür, G. (2022). Graph based liability analysis for the microservice architecture [Conference paper]. 2022 18th International Conference on Network and Service Management (CNSM), 364–366. https://doi.org/10.23919/CNSM55787.2022.9964681
Kalinagac, O., Soussi, W. and Gür, G. (2022) ‘Graph based liability analysis for the microservice architecture’, in 2022 18th International Conference on Network and Service Management (CNSM). IEEE, pp. 364–366. Available at: https://doi.org/10.23919/CNSM55787.2022.9964681.
O. Kalinagac, W. Soussi, and G. Gür, “Graph based liability analysis for the microservice architecture,” in 2022 18th International Conference on Network and Service Management (CNSM), 2022, pp. 364–366. doi: 10.23919/CNSM55787.2022.9964681.
KALINAGAC, Onur, Wissem SOUSSI und Gürkan GÜR, 2022. Graph based liability analysis for the microservice architecture. In: 2022 18th International Conference on Network and Service Management (CNSM). Conference paper. IEEE. 2022. S. 364–366. ISBN 978-3-903176-51-5
Kalinagac, Onur, Wissem Soussi, and Gürkan Gür. 2022. “Graph Based Liability Analysis for the Microservice Architecture.” Conference paper. In 2022 18th International Conference on Network and Service Management (CNSM), 364–66. IEEE. https://doi.org/10.23919/CNSM55787.2022.9964681.
Kalinagac, Onur, et al. “Graph Based Liability Analysis for the Microservice Architecture.” 2022 18th International Conference on Network and Service Management (CNSM), IEEE, 2022, pp. 364–66, https://doi.org/10.23919/CNSM55787.2022.9964681.
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