The article analyzes the operational, stability, and cost challenges of Haro’s AI platform, explains why a serverless FaaS architecture—specifically Knative—was selected, and details the implementation steps, performance gains, and future scenarios for AI workloads.
Kubernetes v1.27, the first 2023 release, introduces 60 enhancements across Alpha, Beta and Stable stages, freezes the old k8s.gcr.io registry in favor of registry.k8s.io, promotes several security and scheduling features to stable, and removes numerous legacy flags and feature gates.
This article translates and expands Red Hat's guide on Kubernetes Operators, explaining how operators watch resources, handle reconcile cycles, implement watches, validate and initialize custom resources, manage finalizers, ownership, status, and error handling, and provides practical code examples for building production‑ready operators.
The OpenKruise v1.4 release introduces the Job Sidecar Terminator for automatic sidecar shutdown, enables several stable capabilities by default, adds CloneSet performance and lifecycle improvements, provides a force‑recreate option for containers, and enhances image pre‑pull metadata handling, all while offering clear usage examples and configuration snippets.
The article details Bosideng’s multi‑year digital transformation, describing how the apparel company migrated its legacy systems to cloud‑native architectures using Kubernetes, containerization, unified microservices, and Alibaba Cloud MSE to achieve zero‑loss deployment, traffic governance, and accelerated business innovation.
This article explains why lake‑warehouse integration is needed, outlines its challenges, describes StarRocks' four integration paradigms—including query acceleration, layered modeling, real‑time warehouse‑lake fusion, and the cloud‑native 3.0 solution—and previews the upcoming StarRocks 3.0 release.
Alibaba Cloud unveiled the fully serverless Elasticsearch architecture at the 2023 Elastic China Developer Conference, highlighting cloud‑native upgrades, the OpenStore storage engine, and TimeStream time‑series enhancements that dramatically improve cost efficiency, scalability, and query performance.
This article explains the evolution from traditional SQL to NewSQL, outlines the limitations of classic relational and NoSQL databases, and details TiDB's architecture, core features, high‑availability design, compatibility with MySQL, and real‑world use cases for both OLTP and OLAP workloads.
This article provides a comprehensive guide to the open‑source Capo cloud‑native network coordination service, covering its architecture, three deployment methods (Helm, Kustomize, plain YAML), detailed configuration parameters, observability setup, static code analysis with golangci‑lint, extensive unit and e2e testing using Kind, Helm chart packaging, registry publishing, and a full GitHub Actions CI/CD workflow.
This article explains what ChatGPT is, how it works, its main use cases, and provides a detailed, code‑free tutorial for registering, obtaining an API token, forking the source code, and deploying a fully functional ChatGPT instance on Railway with custom domain support.
This article explains the concept of multi‑tenant Kubernetes clusters, outlines common enterprise scenarios such as internal shared clusters and SaaS/KaaS models, and presents practical security and resource‑scheduling techniques—including RBAC, NetworkPolicy, PSP, OPA, and dedicated nodes—to achieve reliable isolation.
An overview of the CNCF’s platform engineering whitepaper highlights how KubeVela adopts the Open Application Model (OAM) to bridge developers and infrastructure, detailing components, traits, CUE templating, workflow, and management features, with practical examples and future directions in cloud‑native application delivery.
This article explains ByteDance’s cloud‑native mixed‑workload strategy, describing how the open‑source Katalyst system leverages Kubernetes and Yarn to dynamically share idle resources between online and offline services, improve utilization from 23% to 60%, and reduce operational costs.
Sysdig’s 2023 Cloud‑Native Security and Usage Report uncovers that most container images carry critical vulnerabilities, a majority of granted permissions go unused, many containers lack proper CPU limits, and significant cloud‑cost waste persists, prompting urgent recommendations for identity‑access management, vulnerability prioritisation, and zero‑trust adoption.
This guide explains how to set up NVIDIA drivers, install the NVIDIA device plugin, and create a Kubernetes pod that requests GPU resources, providing step‑by‑step commands and a sample YAML manifest for GPU‑enabled workloads.
This article explains how to correctly obtain CPU utilization inside containers, compares host and container metrics, describes the use of lxcfs and cgroup files (including cgroup V1/V2) for accurate measurement, and clarifies why container statistics omit nice, irq, and softirq fields.
This article explains the concept of multi‑tenant Kubernetes clusters, outlines common enterprise scenarios, and details native security mechanisms such as RBAC, NetworkPolicy, PodSecurityPolicy, OPA, resource quotas, and dedicated nodes to achieve effective isolation and protect sensitive data.
The article analyzes how Cilium’s eBPF‑based architecture, advanced network policies, cluster‑wide traffic control, and observability tools like Hubble solved performance, security, and scalability challenges that Flannel and kube‑proxy could not meet in production Kubernetes environments.
This article explains how containerd works as a high‑level container runtime and demonstrates practical usage of its three command‑line clients—ctr, nerdctl, and crictl—for pulling images, managing containers, debugging Kubernetes pods, and performing low‑level runtime operations.
This article explains GitOps fundamentals, introduces the Argo project and its four core components, and shows how Argo CD, Workflows, Rollouts, and Events empower DevOps engineers to achieve safer, more reliable, and fully automated continuous delivery on Kubernetes.
This article explains the core concepts of Kubernetes—including its architecture, node communication, pod scheduling, data storage, service exposure, scaling, and controller coordination—through a series of clear questions and answers, helping beginners grasp why the platform feels complex.
Docker Hub announced that free organization accounts will lose access to private repositories after April 14 unless upgraded to a paid plan, prompting community backlash, outlining the continued availability of public images, and reviewing alternative container solutions such as Podman and Containerd.
This article details how FuRong Bank tackled integration, protocol heterogeneity, and disaster‑recovery challenges in its core banking platform by adopting Tencent's Polaris service‑mesh, unifying Spring Cloud Tencent, Polaris Java SDK, and gateway solutions to achieve seamless, resilient, and cloud‑native operations.
This article explains how Apache RocketMQ 5.0 integrates standardized distributed tracing via OpenTelemetry, detailing the underlying span model, semantic conventions for messaging, automatic and manual instrumentation options, configuration steps, a complete example workflow, and how to export traces to Alibaba Cloud SLS and ARMS for observability.
This article analyzes Baidu Intelligent Cloud's evolution from edge computing to a fully integrated distributed cloud, detailing the driving trends, four critical architectural paths, and concrete implementations such as multi‑chip clouds, same‑source stacks, hyper‑converged infrastructure, and cloud‑native serverless solutions.
This article surveys the diverse scenarios where WebAssembly is applied—from accelerating web applications and providing sandboxed plugins to powering cloud‑native workloads, edge computing, serverless functions, mobile/IoT devices, and blockchain—while also outlining current challenges and future development directions.
This guide explains how to enable cross‑cluster pod communication in Kubernetes using Kube‑OVN's OVN‑IC feature, covering prerequisites, single‑node and high‑availability database deployment, automatic and manual route configuration, and cleanup procedures with concrete Docker/Containerd commands and ConfigMap examples.
This article surveys WebAssembly's diverse application scenarios—from accelerating browser apps and enabling sandboxed plugins to powering cloud‑native, edge, and blockchain workloads—while highlighting current adoption statistics, key examples, and future development directions.
This guide presents fifteen actionable Kubernetes best practices—including staying on stable releases, linting manifests, using GitOps, defining resource limits, employing probes, and securing clusters—to help you improve security, optimize performance, control costs, and ensure reliable production deployments.
NetEase Cloud Music transitioned from public FaaS to a private Knative‑based serverless platform, delivering elastic audio‑video processing, multi‑language support, event‑driven scaling across hybrid private and public clouds, boosting resource utilization and cutting costs, though cold‑starts and container expertise remain challenges.
KubeVela 1.7 introduces read‑only and take‑over workload adoption modes, a one‑click CLI adopt command, major performance gains through compression and memory tuning, enhanced dry‑run, deletion, plugin output, workflow and VelaUX features, and outlines the roadmap for version 1.8.
Tencent’s 2022 R&D report shows that three‑quarters of its staff are developers, with over 7,000 new projects, 29.4 billion new code lines, and a 60 % reduction in build time after moving to cloud‑native DevOps, while Go tops language usage and open‑source contributions exceed 80 %.
Drawing from Yang Xiaofei’s SACC2022 talk, this article details Zhongtong Cloud’s two‑year journey from initial containerization to a multi‑cluster architecture, covering challenges, custom scheduler extensions, fixed‑IP handling, container crash‑site preservation, node rebalancing, application migration, cross‑cluster load balancing, and future plans for unified gateways.
This article explains the design and implementation of Alibaba's Hybridnet CNI plugin, covering its background, goals, CRD model, overlay‑underlay coexistence, policy‑routing data plane, VXLAN, VLAN and BGP modes, and how CNStack leverages it for universal cloud‑native deployments.
Huolala’s Big Data Intelligent Platform team describes how they built a cloud‑native, one‑stop AI solution on Kubernetes, integrating Flink‑based feature engineering, a multi‑tenant Zeppelin notebook, GPU‑aware training, and a unified model‑serving platform, while addressing resource isolation, storage persistence, and cross‑cloud deployment.
Spring Cloud Tencent 1.10.2 introduces support for Polaris interface and service-level circuit breaking, custom rate‑limit behavior, a modular starter package, bug fixes, and outlines upcoming plans such as gateway circuit‑break integration, expanded load‑balancing strategies, IP‑based throttling, and GraalVM native‑image support.
This article explains how OpenYurt extends Kubernetes to handle edge scenarios with unreliable or disconnected networks by introducing YurtHub caching, a centralized heartbeat proxy, and node‑binding mechanisms that keep workloads running and avoid unwanted pod eviction.
The 2022 Cloud Native Security State Report reveals that while enterprises increased cloud usage by over 25% during the pandemic, many face security and compliance challenges, and highlights how strong security posture, DevSecOps integration, and automation dramatically reduce friction and boost operational efficiency.
Robusta is a Python‑based open‑source platform that layers on top of monitoring stacks like Prometheus to automatically detect, diagnose, and remediate Kubernetes alerts through built‑in automations, optional web UI, and Helm‑based installation for cloud‑native environments.
This article explores the core features introduced in Seata 1.6.x—including AT‑mode syntax upgrades, multi‑primary‑key support, optimized request/response networking, lock‑strategy modes, and multi‑registry service discovery—explaining how each improvement boosts performance and flexibility for cloud‑native microservices.
This article explains why native Kubernetes Secrets are insufficiently protected, introduces three open‑source solutions—Sealed Secrets, External Secrets Operator, and Secrets Store CSI Driver—covers their architecture, installation steps, usage examples, advantages, drawbacks, and provides practical code snippets for managing secrets safely in Git‑backed clusters.
This article provides a concise, question‑and‑answer overview of Kubernetes, explaining its role as a distributed container‑orchestration system, the architecture of master and worker nodes, core components such as etcd, kube‑apiserver, scheduler, controllers, and how services, pods, labels, and scaling operate within a cluster.
While containers and Docker dominate modern infrastructure, this article critically examines whether MySQL should be containerized, highlighting data safety, performance, statefulness, and resource isolation concerns, and offering practical strategies such as separating data from the program, using lightweight or distributed databases, and appropriate deployment choices.
This article explains how Baidu's Feed recommendation backend adopted a serverless approach, building elastic, traffic, and capacity portraits for each micro‑service to enable predictive, load‑feedback, and timed scaling, thereby reducing resource waste and operational costs in a cloud‑native environment.
This article provides a step‑by‑step guide to Docker, covering its core concepts, differences between virtual machines and containers, installation methods, Dockerfile syntax, building and running images, and best‑practice recommendations for containerized deployments.
COSI (Container Object Storage Interface) is an alpha feature in Kubernetes v1.25 that standardizes object storage provisioning and usage, offering Kubernetes-native bucket management, self‑service capabilities for DevOps, and cross‑cluster and cross‑provider portability through a unified API and driver architecture.
The interview with Kindling founder Cheng Chan explores how eBPF‑based Kindling tackles the overwhelming metrics, high expertise barrier, and lack of real‑time protocol parsing in cloud‑native observability, detailing its probe architecture, protocol analysis, and roadmap for faster, standardized root‑cause detection.
Koordinator, an open‑source cloud‑native scheduler from Alibaba, enhances container performance and reduces cluster costs by introducing mixed‑workload placement, resource profiling, load‑aware scheduling, and differentiated SLO mixing, now fully integrated into Alibaba Cloud ACK with a new v1.1.1‑ack.1 release.
This article details the collaborative effort between Intel and F5 to redesign and implement dual‑stack networking support in Istio 1.17, covering the background challenges, new RFC design, key Envoy changes, step‑by‑step experimental setup, listener and endpoint modifications, and ways for the community to contribute.
This article details Baidu Feed's serverless transformation, describing how multi‑dimensional service profiling (elasticity, traffic, capacity) and three elastic strategies—predictive, load‑feedback, and timed—enable automatic scaling that reduces resource waste while maintaining 24/7 stability for billions of users.
This article explains how Baidu Feed’s backend services were transformed to a serverless model by building elastic, traffic, and capacity profiles for each service, enabling predictive, load‑feedback, and timed scaling strategies that automatically adjust resources with traffic fluctuations, reduce costs, and maintain stability.
This case study explains how PNC Bank, one of the largest U.S. banks, used cloud‑native technologies such as Knative, Kubernetes, and TriggerMesh to replace a 30‑day manual compliance process with an automated Policy‑as‑Code system, dramatically shortening deployment cycles and enabling continuous delivery.
This article introduces Kustomize as a native Kubernetes tool that replaces Helm, explains its declarative philosophy, and provides step‑by‑step examples for building base resources, creating overlays, applying patches, generating secrets, and updating images using simple command‑line operations.
In this conference talk, He Zhengyu of Ant Group outlines the challenges of large‑model AI, proposes a green, shared, model‑centric infrastructure built on foundation models, cloud‑native MLOps, and Model‑as‑a‑Service (MaaS) to lower cost and accelerate AI adoption across industries.
Shuhe Technology leveraged Alibaba Cloud Container Service with Knative and ECI virtual nodes to achieve auto‑scaling, multi‑version management, and up to 60% cost reduction for AI model services, dramatically improving resource efficiency and stability under burst traffic.
Alibaba Cloud’s cloud‑native data lake analysis solution combines fully managed storage (OSS‑HDFS), a one‑stop lake management platform (Data Lake Formation), and multimodal compute capabilities, delivering high performance, massive scalability, and low cost for big‑data and AI workloads across offline, real‑time, and lake‑house scenarios.
This article explains how the New Oriental architecture team migrated middleware services like Redis, Kafka, and RocketMQ to Kubernetes, detailing the benefits over traditional PaaS, the Capo IP reservation solution for network stability, and the resulting operational, observability, and resource utilization improvements.
A detailed post‑mortem explains how excessive cgroup files, kubelet's sys‑CPU usage, soft‑interrupt scheduling delays, and a buggy page‑free routine caused intermittent hundreds‑of‑milliseconds network latency in an Alibaba Cloud ACK cluster, and how targeted CPU binding and kernel patches resolved the issue.
This article explores KubeVela’s full‑stack declarative observability framework, detailing cloud‑native monitoring challenges, the Prism Aggregated API approach, multi‑cluster configurations, and out‑of‑the‑box addons that let developers and platform engineers seamlessly integrate, customize, and scale metrics, logs, and dashboards across heterogeneous environments.
The author shares a detailed recap of interview preparation, processes, technical questions, and personal reflections from recent backend engineering interviews at several top Chinese tech companies, highlighting the importance of solid fundamentals, Go knowledge, and systematic study resources.
This article explains Prometheus fundamentals, compares long‑term storage options, details Huolala's challenges with multiple Prometheus clusters, and introduces SHANGFU—a three‑module system that streamlines configuration, collection, and query handling to boost observability, performance, and reliability in cloud‑native environments.
OpenYurt v1.2.0 streamlines edge‑native Kubernetes deployment by removing any modifications to native clusters, cutting the installation process from ten to five steps, and enabling seamless Prometheus monitoring through the new Raven VPN component while outlining future Helm‑based simplifications.
This article presents a comprehensive 41‑chapter outline of a Kubernetes training course, covering preparation, pod creation, API server permissions, custom admission controllers, core services, scheduling, kubelet lifecycle management, resource managers, container runtimes, garbage collection, networking, storage, autoscaling, CRDs, and service mesh components such as Istio and Envoy.
The article presents the design, architecture, and operational details of Qunar's WebIDE cloud development platform, explaining how containerized, cloud‑native environments streamline front‑end and back‑end development, reduce setup costs, standardize configurations, enable remote access, and improve resource utilization and developer productivity.
To cope with over 100 million members, the membership testing environment progressed from manually configured VMs, through scripted Jenkins deployments, to a cloud‑native platform that centralizes resource allocation, automates routing and service registration, and provides one‑click diagnostics, dramatically lowering maintenance costs and achieving over 99 % stable deployment success.
This article outlines Alibaba Cloud EMR's three‑stage evolution—compatibility, contribution, and beyond open source—detailing its early Hadoop adoption, Flink and Spark innovations, cloud‑native optimizations, and enterprise‑grade features such as Remote Shuffle Service, performance benchmarks, and integrated diagnostics.
This guide walks you through using ACK One’s GitOps capabilities to manage multi‑cluster Kubernetes deployments with ArgoCD, covering prerequisites, CLI commands, console operations, application version upgrades, rollbacks, user‑permission management, Applicationset for multi‑cluster scaling, and Image Updater integration for end‑to‑end CI/CD automation.
This article explores Kubernetes horizontal pod autoscaling mechanisms, comparing HPA and KEDA, their implementation principles, limitations, and practical deployment scenarios for cloud-native applications.
This article provides an in‑depth analysis of Prometheus V2's storage architecture, detailing the on‑disk block layout, chunk and index formats, the inverted index structure, memory representations, and the step‑by‑step query process that locates matching time‑series data.
The article explains how market trends, data‑driven enterprise needs, and internal platform experience led Didi to build Know Streaming—a zero‑intrusion, plugin‑based real‑time streaming solution built on Kafka—to address scalability, operability, and community adoption challenges.
This guide explains how to install the kube-ovn-speaker component, configure BGP parameters, modify subnet settings, add or remove annotations, and use advanced BGP options to publish Pod and Subnet routes externally in a Kubernetes cluster using Kube‑OVN.
CNStack 2.0 introduces a cloud‑native multi‑cluster service built on Open Cluster Management, offering unified registration, lifecycle management, resource distribution, multi‑tenant authentication, and high‑availability cross‑cluster communication for Kubernetes clusters across clouds.
The Beijing "Microservices x Container Open Source Developer Meetup" gathered over 100 developers and core maintainers of leading cloud‑native projects to discuss next‑generation microservice architectures, static compilation, service governance, multi‑cluster management, observability, and more, providing deep technical insights and real‑world examples.
Spring Cloud 2021.0.6, built on Spring Framework 5.x and Spring Boot 2.7, introduces the latest stable release with Java 8 minimum, updated dependency management, enhancements across Commons, Netflix, Gateway, Kubernetes, OpenFeign, Stream, and Function modules, plus a Maven Central artifact and code snippet.
NetEase Cloud Music open-sourced Horizon, a Kubernetes-based GitOps continuous deployment platform, offering standardized Helm‑based templates, RBAC, multi‑cloud support, CI integration, and extensibility, built on Argo CD, Tekton, and other components, now used in large‑scale production across multiple regions.
ByteHouse, a cloud‑native data warehouse on Volcano Engine, leverages ClickHouse to deliver ultra‑fast real‑time analytics, detailing its business motivations, ROI‑driven evaluation, performance trade‑offs, architectural evolution, and concrete financial‑industry deployments such as real‑time monitoring and risk‑control scenarios.
This article explains how OpenYurt, an unobtrusive cloud‑native edge platform, integrates with the CNStack technology hub to deliver high‑availability, offline‑autonomous, and programmable edge services for Longyuan Power’s massive multi‑province server fleet.
This article explains how Apache Pulsar’s cross‑region data replication and subscription‑progress synchronization are implemented and optimized, and how they are combined with the Lookup Service to achieve reliable tenant migration across clusters in a cloud‑native environment.
This article summarizes Wang Chuanting’s DTCC2022 talk on Huawei Cloud GaussDB(DWS) 3.0, detailing its cloud‑native architecture, layered elasticity, lake‑warehouse integration, performance acceleration techniques, and how it seamlessly couples data‑processing pipelines with AI workloads for modern, real‑time analytics.
This article explains gray (canary) release concepts, compares canary, A/B testing, and blue‑green strategies, and provides a complete Spring Cloud Gateway implementation—including custom load balancer, global filter, and configuration—so you can smoothly roll out new features while preserving system stability.
This article compares Prometheus and Zabbix, covering their histories, architectures, strengths, and weaknesses, and provides guidance on choosing the right solution based on factors such as scalability, container support, data storage, community activity, and deployment complexity.
This article explains how Metabit Trading built a cloud‑native quantitative research platform using Fluid and JuiceFSRuntime to achieve elastic compute, high‑throughput data caching, and cost‑effective scaling for AI‑driven trading strategies.
The article details how Tencent's Taiji machine‑learning platform reduces training costs and improves efficiency for large‑scale advertising models by leveraging cloud‑native mixed‑resource strategies—including online idle, offline elastic, and compute‑resource sharing—while maintaining high service stability through advanced scheduling, fault‑tolerance, and resource‑prediction techniques.
This article explains how AppManager, built on OAM and Groovy plug‑ins, provides extensible multi‑cloud management by supporting dynamic component, trait, and workflow integration, automated build‑packaging, resource add‑ons, multi‑environment isolation, and built‑in state monitoring for reliable application delivery.
This article details Tencent Cloud's year‑long production experience with Apache Pulsar, covering why Pulsar was chosen over Kafka, deep dives into Ack hole handling, TTL/Backlog/Retention strategies, zk‑node and ledger leaks, cache optimizations, and concrete code snippets that illustrate the stability and performance improvements.
The article describes how Tencent's Taiji machine learning platform leverages cloud‑native mixed‑resource strategies—including online idle, tidal, and compute resources—to reduce training costs, improve stability, and support large‑scale AI model training for advertising and other services.
This article walks through the design and step‑by‑step deployment of a multi‑tenant, cloud‑native ClickHouse PaaS using Kubernetes Operators and Helm charts, integrates it with Sentry's Snuba event‑analysis engine, and shows how to customize Sentry Helm charts, configure Zookeeper, and verify distributed tables for large‑scale analytics.
This article showcases powerful kubectl commands—including API inspection, status‑based pod filtering, node‑specific listings, pod count aggregation, and proxy usage—to help experienced Kubernetes users streamline cluster operations and debugging tasks.
This step‑by‑step guide shows how to configure an Alibaba Cloud ACK cluster, install the Higress cloud‑native gateway with Helm, enable Prometheus monitoring via ARMS, and activate the built‑in WAF plugin to block a simulated SQL‑injection request, complete with screenshots and commands.
DevOps is a software development practice focused on accelerating delivery and improving quality through collaboration and automation, while GitOps manages cloud-native applications by using Git as the single source of truth for configuration and deployment, emphasizing consistency, controllability, and streamlined operations.
This article benchmarks Alibaba Cloud Prometheus against the open‑source Prometheus across multiple cluster sizes, churn rates, and query patterns, revealing that while the open‑source version remains stable under light load, its CPU and memory usage grow non‑linearly with high cardinality, whereas Alibaba's managed service delivers higher compatibility, better query performance, and more predictable scaling.
This guide walks you through installing the open‑source SigNoz APM platform on Kubernetes, configuring its components, exploring link tracing with a demo app, and setting up logging and alerting for comprehensive cloud‑native observability.
This article summarizes Alibaba Cloud senior product expert He Yuan's presentation on EMR 2.0, outlining the challenges of open‑source big data, the evolution of EMR, and the new features—including cloud‑native architecture, enhanced performance, diverse resource models, and expanded analysis scenarios—aimed at reducing cost and complexity.
This article provides a concise, question‑driven overview of Kubernetes, covering its architecture, node and master communication, pod fundamentals, scheduling, storage via etcd, service exposure, scaling mechanisms, and the roles of core components such as kube‑apiserver, kubelet, kube‑proxy and controllers.
This article examines YouTube's massive backend infrastructure, detailing its use of MySQL with Vitess for horizontal scaling, caching with Memcache, coordination via Zookeeper, cloud‑native deployment on Kubernetes, CDN delivery, and the storage systems (GFS, BigTable) that enable billions of users to upload and stream petabytes of video data.
This article introduces Kubernetes as a Google‑originated container‑based distributed cluster management system, explaining its architecture, core components such as Master, Nodes, Pods, Services, etcd, and detailing how communication, scheduling, storage, external access, scaling, and controller coordination work together.
This article explains how eBPF technology provides a unified, zero‑intrusion monitoring solution for Serverless applications across any language, detailing its architecture, workflow, and the advantages it brings to cloud‑native operations such as low cost, high performance, and multi‑protocol support.
This guide explains how to set up Jenkins and GitLab containers using Docker Compose, including the required compose files, startup commands, and steps to retrieve initial passwords for accessing the services.
This article explains how eBPF extends kernel functionality to enable secure, high‑performance networking, observability, and programmable workloads in cloud‑native environments, detailing its architecture, use cases, market adoption, commercialization models, and the challenges and advantages that make it comparable to JavaScript for the kernel.
This article introduces Rancher as a comprehensive container management platform, explains its API server capabilities, monitoring and alerting features, provides step‑by‑step Docker‑based installation instructions, and demonstrates how to bind a Kubernetes cluster, deploy applications, and view pod logs through the Rancher UI.
