Enhancement of Cloud-native applications with Autonomic Features

نویسندگان

چکیده

Abstract The Autonomic Computing paradigm reduces complexity in installing, configuring, optimizing, and maintaining heterogeneous systems. Despite first discussing it a long ago, is still top research challenge, especially the context of other technologies. It necessary to provide autonomic features Cloud-native execution environment meet rapidly changing demands without human support continuous improvement their capabilities. present work attempts answer how explore environments. As solution, we propose using AMoCNA framework. rooted Computing. success factors for implementation are its controllers. They drive management actions proceeding environment. A similar concept already exists Kubernetes, so compare both mechanisms. This presents guidelines including integration Applications with leads facilitating management. To show potential our concept, evaluated it. developed executor performs cluster autoscaling ensures infrastructure layer. experiment also proved importance observations. knowledge gained this process good authority information about past current state Applications. Combining defined executors provides an effective means achieving nature applications.

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ژورنال

عنوان ژورنال: Journal of Grid Computing

سال: 2023

ISSN: ['1572-9184', '1570-7873']

DOI: https://doi.org/10.1007/s10723-023-09675-w