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Cloud Native Technology Community
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Cloud Native Technology Community

The Cloud Native Technology Community, part of the CNBPA Cloud Native Technology Practice Alliance, focuses on evangelizing cutting‑edge cloud‑native technologies and practical implementations. It shares in‑depth content, case studies, and event/meetup information on containers, Kubernetes, DevOps, Service Mesh, and other cloud‑native tech, along with updates from the CNBPA alliance.

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Recent Articles

Latest from Cloud Native Technology Community

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Cloud Native Technology Community
Cloud Native Technology Community
Apr 11, 2024 · Cloud Native

Why Kubernetes Is the Ideal Platform for Deploying Large Language Models

Deploying large language models demands massive compute, flexible scaling, and robust resource management, and this article explains how Kubernetes’s auto‑scaling, portability, cloud‑native features, observability tools, and multi‑tenant isolation make it the optimal platform for training, serving, and iterating LLM workloads.

Distributed TrainingKubernetescloud-native
0 likes · 17 min read
Why Kubernetes Is the Ideal Platform for Deploying Large Language Models
Cloud Native Technology Community
Cloud Native Technology Community
Mar 19, 2024 · Cloud Native

Quick Preview of Exciting Changes in Kubernetes v1.30

Kubernetes v1.30 introduces a range of exciting enhancements—including structured DRA parameters, revamped swap support, beta user‑namespace pods, structured authorization config, container‑resource‑based autoscaling, and CEL‑enabled admission control—each aimed at improving flexibility, security, and operational stability for cloud‑native workloads.

AuthorizationDynamic Resource AllocationKubernetes
0 likes · 11 min read
Quick Preview of Exciting Changes in Kubernetes v1.30
Cloud Native Technology Community
Cloud Native Technology Community
Mar 11, 2024 · Cloud Native

Harnessing Nvidia GPUs in Kubernetes: Virtualization, Scheduling & Best Practices

This article explains how to combine Nvidia GPUs with Kubernetes, covering CUDA toolkits, device plugins, GPU virtualization techniques such as Time‑Slicing, MPS and MIG, and advanced scheduling options like Volcano, while also outlining practical deployment steps and performance considerations.

Device PluginGPU virtualizationKubernetes
0 likes · 22 min read
Harnessing Nvidia GPUs in Kubernetes: Virtualization, Scheduling & Best Practices
Cloud Native Technology Community
Cloud Native Technology Community
Feb 23, 2024 · Cloud Native

Why the Serverless Revolution Has Stalled: Promises, Challenges, and Reality

Despite early hype that serverless computing would usher a new era of scalable, cost‑effective applications, this article examines its historical roots, unfulfilled promises, and four key obstacles—including limited language support, vendor lock‑in, performance issues, and inability to run entire applications—explaining why the revolution has stalled.

Performancecloud computingscalability
0 likes · 13 min read
Why the Serverless Revolution Has Stalled: Promises, Challenges, and Reality
Cloud Native Technology Community
Cloud Native Technology Community
Feb 8, 2024 · Artificial Intelligence

How Retrieval‑Augmented Generation Boosts LLM Accuracy and Trust

Retrieval‑augmented generation (RAG) enhances large language models by fetching up‑to‑date, authoritative information from external sources, addressing hallucinations, outdated knowledge, and lack of citations, while offering cost‑effective implementation, improved relevance, user trust, and greater developer control through vector databases, semantic search, and prompt engineering.

AIRAGlarge language models
0 likes · 10 min read
How Retrieval‑Augmented Generation Boosts LLM Accuracy and Trust
Cloud Native Technology Community
Cloud Native Technology Community
Feb 2, 2024 · Cloud Native

Achieving Sub‑2‑Hour RTO: A Cloud‑Native Disaster Recovery Blueprint for Enterprises

This article examines how a leading global industrial group leveraged a cloud‑native platform to design a disaster‑recovery solution that meets a sub‑2‑hour RTO and a 1‑minute RPO, detailing architecture, data‑layer strategies, middleware replication, application and access‑layer handling, and operational best practices.

ACPGitOpsKubernetes
0 likes · 17 min read
Achieving Sub‑2‑Hour RTO: A Cloud‑Native Disaster Recovery Blueprint for Enterprises
Cloud Native Technology Community
Cloud Native Technology Community
Dec 29, 2023 · Cloud Native

Mastering Strimzi Kafka Operator: Architecture, Deployment & Tuning on K8s

This article provides an in‑depth analysis of the Strimzi Kafka Operator, covering its core features, multi‑layer architecture, detailed installation steps on Kubernetes, Kafka cluster creation, production/consumption workflows, and the internal reconciliation mechanisms that enable automated scaling, storage tuning, and fault‑recovery.

KafkaKubernetesOperator
0 likes · 11 min read
Mastering Strimzi Kafka Operator: Architecture, Deployment & Tuning on K8s