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, 2020 Cloud Computing infrastructures have highlighted the importance of container orchestration software to manage the life cycle of distributed applications. With the advent of Edge Computing era, DevOps expect to find features that made the success of containerized applicationsin the cloud, also at the edge.
Manaouil, Karim, Lebre, Adrien
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A Comparison of Kubernetes and Kubernetes-Compatible Platforms
2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021Nowadays, Kubernetes is an advanced container orchestration tool due to its high reliability, scalability and fault tolerance. However, Kubernetes requires a significant number of resources for its work. Therefore, to ensure the operation of Kubernetes in conditions of limited resources, lightweight analogues such as MicroKubernetes and K3S were ...
Sergii Telenyk +3 more
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On the Resource Management of Kubernetes
2021 International Conference on Information Networking (ICOIN), 2021Kubernetes is the most popular container orchestration platform that enables users to create and run multiple containers in cloud environments. Kubernetes offers resource management to isolate the resource usage of containers on a host server because performance isolation is an important factor in terms of service quality.
Eunsook Kim, Kyungwoon Lee, Chuck Yoo
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Hierarchical Scaling of Microservices in Kubernetes
2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), 2020In the last years, we have seen the increasing adoption of the microservice architectural style where applications satisfy user requests by invoking a set of independently deployable services. Software containers and orchestration tools, such as Kubernetes, have simplified the development and management of microservices.
Rossi Fabiana +2 more
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EPScan: Automated Detection of Excessive RBAC Permissions in Kubernetes Applications
IEEE Symposium on Security and PrivacyAs the dominant container orchestration system, Kubernetes has a large ecosystem of third-party applications. The third-party Kubernetes applications access various cluster resources to extend the cluster functionality and Kubernetes adopts the RBAC ...
Yue Gu +4 more
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Sharpening Kubernetes for the Edge
Proceedings of the ACM SIGCOMM 2019 Conference Posters and Demos, 2019Kubernetes has become the most popular cluster manager during the past 5 years. It is used primarily for orchestrating data center deployments running web applications. Its powerful features, e.g., self-healing and scaling, have attracted a huge community, which in turn, is inducing a meteoric rise of this open source project.
Dávid Haja +4 more
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Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM
arXiv.orgKubernetes, a notably complex and distributed system, utilizes an array of controllers to uphold cluster management logic through state reconciliation. Nevertheless, maintaining state consistency presents significant challenges due to unexpected failures,
Yong Xiang +6 more
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KIS-S: A GPU-Aware Kubernetes Inference Simulator with RL-Based Auto-Scaling
IEEE International Performance, Computing, and Communications ConferenceAutoscaling GPU inference workloads in Kubernetes remains challenging due to the reactive and threshold-based nature of default mechanisms such as the Horizontal Pod Autoscaler (HPA), which struggle under dynamic and bursty traffic patterns and lack ...
Guilin Zhang +4 more
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