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A Trust Model Approach In Internet Of Things

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Authors: Prabal Kumar Joshi

Abstract: IoT (internet of things) is defined as a worldwide framework for information world, which provides advanced services by connecting physical and virtual things through information technology and adoptable communication available in the evolution process. IoT is just applied to overcome the concerns related to safety. Sharing information among different devices can affect the private information of users. Therefore, a proper approach mechanism is required to prevent the risk of malicious and vulnerable failures. Multi-services IoT is vulnerable to many types of malicious attacks. Trust management provides a potential solution for safety issues of distributed networks. In this article, an algorithm is designed in order to calculate trust, which does not calculate the amount of trust for all neighbors and just calculates it for suspicious neighbors located in the list of suspicious nodes. Subsequently, energy consumption in comparison to the approach of basis article has so much decrease.

DOI: http://doi.org/10.5281/zenodo.17034568

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Container Intelligence At Scale: Harmonizing Kubernetes, Helm, And OpenShift For Enterprise Resilience

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Authors: Harish Govinda Gowda

Abstract: Containers have become the backbone of modern enterprise IT, providing portability, agility, and consistency across environments. However, scaling containers across hybrid and multi-cloud infrastructures requires more than orchestration—it demands governance, security, and resilience. This article explores how Kubernetes, Helm, and OpenShift can be harmonized to achieve container intelligence at scale. Kubernetes provides orchestration, Helm simplifies application deployment and lifecycle management, and OpenShift delivers governance, compliance, and enterprise-grade security. By layering these tools together, organizations can create resilient, scalable ecosystems that balance agility with trust. The discussion highlights key challenges in scaling containers, the role of each tool, and best practices for enterprise adoption, emphasizing that true resilience comes from harmonizing orchestration, management, and governance into one cohesive framework.

DOI: http://doi.org/10.5281/zenodo.16992539

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