Academic literature on the topic 'Kubernetes alternatives'

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Journal articles on the topic "Kubernetes alternatives"

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Abhinav Damarapati. "Containers vs. Virtual machines: Understanding the shift to Kubernetes." World Journal of Advanced Engineering Technology and Sciences 15, no. 1 (2025): 852–61. https://doi.org/10.30574/wjaets.2025.15.1.0305.

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compelling alternatives to traditional virtual machine architectures. This evolution addresses longstanding challenges with VMs, including resource intensity, slow provisioning, and operational complexity. Containers achieve greater efficiency by sharing the host system's kernel while maintaining isolation, enabling faster startup times and improved resource utilization. Kubernetes has emerged as the dominant container orchestration platform, providing automated management for large-scale deployments through its robust architecture of control planes, nodes, pods, services, and deployments. Org
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Anbarasu, Arivoli. "Container Orchestration at Scale: Comparing Kubernetes and Emerging Alternatives for Cloud-Native Applications." European Journal of Advances in Engineering and Technology 5, no. 11 (2018): 927–32. https://doi.org/10.5281/zenodo.15234680.

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Efficient container orchestration has become essential for scalability and reliability. Kubernetes remains the dominant orchestration platform, yet emerging alternatives offer unique advantages in performance, automation, and resource efficiency. Choosing the right solution requires balancing factors such as workload demands, fault tolerance, and operational overhead. Therefore, evaluating container orchestration platforms is critical for optimizing large-scale deployments. We propose a framework that helps organizations optimize scalability, automation, and resilience in container orchestrati
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Fernandez Alvarez, Luis, Olga Datskova, Ben Jones, and Gavin McCance. "Managing the CERN Batch System with Kubernetes." EPJ Web of Conferences 245 (2020): 07048. http://dx.doi.org/10.1051/epjconf/202024507048.

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The CERN Batch Service faces many challenges in order to get ready for the computing demands of future LHC runs. These challenges require that we look at all potential resources, assessing how efficiently we use them and that we explore different alternatives to exploit opportunistic resources in our infrastructure as well as outside of the CERN computing centre. Several projects, like BEER, Helix Nebula Science Cloud and the new OCRE project, have proven our ability to run batch workloads on a wide range of non-traditional resources. However, the challenge is not only to obtain the raw comput
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Pozdniakova, Olesia, Dalius Mažeika, and Aurimas Cholomskis. "SLA-Adaptive Threshold Adjustment for a Kubernetes Horizontal Pod Autoscaler." Electronics 13, no. 7 (2024): 1242. http://dx.doi.org/10.3390/electronics13071242.

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Kubernetes is an open-source container orchestration system that provides a built-in module for dynamic resource provisioning named the Horizontal Pod Autoscaler (HPA). The HPA identifies the number of resources to be provisioned by calculating the ratio between the current and target utilisation metrics. The target utilisation metric, or threshold, directly impacts how many and how quickly resources will be provisioned. However, the determination of the threshold that would allow satisfying performance-based Service Level Objectives (SLOs) is a long, error-prone, manual process because it is
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Uday Bag, Uday Bag. "AI-Powered Claims Processing Transformation: Automation, Analysis, and Fraud Detection." International Journal of Advances in Engineering and Management 7, no. 4 (2025): 199–207. https://doi.org/10.35629/5252-0704199207.

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The healthcare industry is undergoing a profound digital transformation driven by artificial intelligence and cloud-native architectures, particularly in claims processing, provider networks, and eligibility verification. As legacy on-premises systems struggle to manage increasing data volumes, evolving regulations, and demands for real-time automation, cloud-native solutions on major platforms like Azure, AWS, and Google Cloud offer scalable and secure alternatives. This article examines how microservices, Kubernetes, serverless computing, and API-driven integrations are revolutionizing healt
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Bompotas, Agorakis, Nikitas-Rigas Kalogeropoulos, and Christos Makris. "CommC: A Multi-Purpose COMModity Hardware Cluster." Future Internet 17, no. 3 (2025): 121. https://doi.org/10.3390/fi17030121.

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The high costs of acquiring and maintaining high-performance computing (HPC) resources pose significant barriers for medium-sized enterprises and educational institutions, often forcing them to rely on expensive cloud-based solutions with recurring costs. This paper introduces CommC, a multi-purpose commodity hardware cluster designed to reduce operational expenses and extend hardware lifespan by repurposing underutilized computing resources. By integrating virtualization (KVM and Proxmox) and containerization (Kubernetes and Docker), CommC creates a scalable, secure, and cost-efficient comput
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Fayos-Jordan, Rafael, Santiago Felici-Castell, Jaume Segura-Garcia, Adolfo Pastor-Aparicio, and Jesus Lopez-Ballester. "Elastic Computing in the Fog on Internet of Things to Improve the Performance of Low Cost Nodes." Electronics 8, no. 12 (2019): 1489. http://dx.doi.org/10.3390/electronics8121489.

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The Internet of Things (IoT) is a network widely used with the purpose of connecting almost everything, everywhere to the Internet. To cope with this goal, low cost nodes are being used; otherwise, it would be very expensive to expand so fast. These networks are set up with small distributed devices (nodes) that have a power supply, processing unit, memory, sensors, and wireless communications. In the market, we can find different alternatives for these devices, such as small board computers (SBCs), e.g., Raspberry Pi (RPi)), with different features. Usually these devices run a coarse version
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Cherkashin, S. N., and I. A. Petrov. "ANTIPATTERNS AND VULNERABILITIES IN SECURING KUBERNETES CLUSTERS, APPROACHES TO PREVENTION." Vestnik komp'iuternykh i informatsionnykh tekhnologii, no. 251 (May 2025): 48–56. https://doi.org/10.14489/vkit.2025.05.pp.048-056.

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The growing adoption of Kubernetes for container orchestration has intensified the need for robust security practices. This paper examines key antipatterns and vulnerabilities in securing Kubernetes clusters and proposes strategies for mitigating these risks. The focus is on evaluating traditional and modern security approaches, with an emphasis on automating security checks without compromising the performance of containerized environments. The study explores the challenges of balancing security and resource utilization in Kubernetes clusters. It discusses the limitations of deploying traditi
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Trapti, Gupta*1 &. Abhishek Dwivedi2. "DATA STORAGE & LOAD BALANCING IN CLOUD COMPUTING USING CONTAINER CLUSTERING." INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH TECHNOLOGY 6, no. 9 (2017): 656–66. https://doi.org/10.5281/zenodo.996047.

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At the moment, cloud containers are a hot topic in the IT world in general, and security in particular. The world's top technology companies, including Microsoft, Google and Facebook, all use them. Although it's still early days, containers are seeing increasing use in production environments. Containers promise a streamlined, easy-to-deploy and secure method of implementing specific infrastructure requirements, and they also offer an alternative to virtual machines. The key thing to recognize with cloud containers is that they are designed to virtualize a single application -- e.g., you have
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Pérez, Ricardo, Marco Rivera, Yamisleydi Salgueiro, Carlos R. Baier, and Patrick Wheeler. "Moving Microgrid Hierarchical Control to an SDN-Based Kubernetes Cluster: A Framework for Reliable and Flexible Energy Distribution." Sensors 23, no. 7 (2023): 3395. http://dx.doi.org/10.3390/s23073395.

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Software Defined Networking (SDN) is a communication alternative to increase the scalability and resilience of microgrid hierarchical control. The common architecture has a centralized and monolithic topology, where the controller is highly susceptible to latency problems, resiliency, and scalability issues. This paper proposes a novel and intelligent control network to improve the performance of microgrid communications, solving the typical drawback of monolithic SDN controllers. The SDN controller’s functionalities are segregated into microservices groups and distributed through a bare-metal
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Book chapters on the topic "Kubernetes alternatives"

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Cadavid, Héctor, and Cunliang Geng. "Beyond Docker: Enhancing vantage6 with Kubernetes for Federated Learning." In Studies in Health Technology and Informatics. IOS Press, 2024. http://dx.doi.org/10.3233/shti240729.

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Vantage6, a powerful platform for privacy-preserving analysis in the life-sciences domain, employs Docker in its data nodes when performing tasks like federated learning. This tight bond to Docker poses challenges on infrastructure security, efficient computing resources usage, and integration of alternative container technologies. To overcome these challenges, we explored the integration of Kubernetes into vantage6 through a Proof-of-Concept (PoC) approach. The PoC designed and implemented a Kubernetes-based architecture for vantage6, which can be easily deployed on a single machine or a clus
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Conference papers on the topic "Kubernetes alternatives"

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Silva, Lucileide M. D. da, Sérgio N. Silva, and Marcelo A. C. Fernandes. "Escalonamento Horizontal em Kubernetes com Redes Neurais Artificiais para Predição de Carga." In Anais Estendidos do Simpósio Brasileiro de Engenharia de Sistemas Computacionais. Sociedade Brasileira de Computação - SBC, 2023. http://dx.doi.org/10.5753/sbesc_estendido.2023.235886.

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Este artigo apresenta uma abordagem inovadora para o escalonamento horizontal automático em cluster Kubernetes (K8s), utilizando Redes Neurais Artificiais. A proposta é chamada de ANN-HS e em comparação com o Escalonador Horizontal padrão do K8s (HPA), o ANN-HS demonstra eficiência superior em termos de consumo de recursos, alocação otimizada de réplicas, adaptação flexível à demanda e aderência a níveis de latência. Com modelos de regressão pré-treinados, o ANN-HS oferece ajuste personalizado de recursos, promovendo uma alternativa promissora para aprimorar o escalonamento horizontal de aplic
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Windasari, Ike Pertiwi, Luqman Setyo Nugroho, Adian Fatchur Rochim, and Risma Septiana. "An-SPf: as an Alternative Architecture of no Single Point Failure of Scalable Transcoding System Based on Kubernetes." In 2021 International Conference on Computer System, Information Technology, and Electrical Engineering (COSITE). IEEE, 2021. http://dx.doi.org/10.1109/cosite52651.2021.9649597.

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Brito, Italo V. S., Talita R. Pinheiro, Mayara R. E. Santos, et al. "HackInSDN: Uma Arquitetura Flexível, Incremental e Portável para Experimentação em Cibersegurança." In Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos. Sociedade Brasileira de Computação, 2025. https://doi.org/10.5753/sbrc.2025.6392.

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O uso de ambientes de ensino e experimentação em cibersegurança com características do ambiente real, porém com recursos isolados dos sistemas de produção, pode representar uma alternativa para tratar as ameaças e desafios de segurança recentes. Ferramentas de experimentação tradicionais, datasets e ambientes de testbed existentes, geralmente possuem poucos recursos de cibersegurança ou características diferentes dos cenários reais, o que impõe desafios para a construção de experimentos realistas e com reúso de componentes. Este artigo apresenta o HackInSDN, uma arquitetura baseada no uso de i
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