Advanced International Journal of Multidisciplinary Research

E-ISSN: 2584-0487 •   Impact Factor: 9.11

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Linear Regression based Disk Space Management for Distributed File Systems

Author(s) Nukala Ruchitha, Nukala Gayathri
Country India
Abstract Sonatype Nexus is a powerful repository manager widely used in DevOps and continuous integration/continuous delivery (CI/CD) pipelines. It is designed to manage, store, and retrieve binary artifacts efficiently. Nexus plays a crucial role in software development by providing centralized storage and management for build artifacts, dependencies, and containers, enabling teams to collaborate more effectively and maintain control over their software supply chain. As part of the business activity on daily basis , lots of artifacts will be uploaded to number of repositories to each nexus instance. It is administrator’s responsibility to clear the space as and when it reaches to beyond the thresh hold limit. If the admin misses to clear the space it leads to the situation to shuts down the server, which will effect the entire business. Admin can use the available automated tasks from the nexus admin tasks, but they are having some limitations on the deletion of artifacts, we need to opt only unwanted artifacts. But in the case of high usage of wanted artifacts the space will get decreased and we can’t know when the server will go down. System will go down automatically since we are not having disk space. This paper resolves the abnormal issues by predicting the space usage using the Linear Regression analysis algorithm. It will find out the regression equation for the given data , so that we can find out prediction value for each actual value. Using the regression equation we can predict the value.
Keywords Sonatype Nexus Repository Manager, NXRM, Release Repository, Snapshot Repository, Docker registry, npm repository, Maven, Nuget, LDAP, Linear Regression Analysis.
Discipline Computer > AI / ML
Published In Volume 4, Issue 3, May-June 2026
Published On 2026-05-10
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