https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/ Recent content in Blogs on Volcano Hugo -- gohugo.io zh-Hans ©2025 Volcano Sun, 01 Jan 2017 00:00:00 +0000 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/introducing_kthena/ Mon, 29 Dec 2025 00:00:00 +0000 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/introducing_kthena/ Volcano 社区迎来了一个新的子项目 Kthena！Kthena 是一个专为 Kubernetes 设计的、云原生、高性能的 LLM 推理路由和编排、调度系统。 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/volcano-1.13.0-release/ Mon, 29 Sep 2025 00:00:00 +0000 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/volcano-1.13.0-release/ 新增特性：支持LeaderWorkerSet用于大模型推理场景、新增Cron VolcanoJob、支持基于标签的HyperNode自动发现、新增原生Ray框架支持、新增HCCL插件支持、增强NodeGroup功能、引入ResourceStrategyFit插件、混部能力与操作系统解耦、支持自定义超卖资源名称、支持Kubernetes v1.33等 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/iflytek_case_study/ Fri, 13 Jun 2025 00:00:00 +0000 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/iflytek_case_study/ 科大讯飞凭借在 Volcano 上的创新应用，成功斩获 CNCF 最终用户案例研究竞赛大奖，并在 KubeCon + CloudNativeCon China 2025 大会上分享了其大规模 AI 模型训练的成功经验。 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/volcano-1.12.0-release/ Thu, 12 Jun 2025 00:00:00 +0000 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/volcano-1.12.0-release/ 新增特性：网络拓扑感知调度达到Alpha阶段、GPU虚拟化动态MIG切分、DRA动态资源分配、Volcano Global队列容量管理、安全性增强、性能优化、通用工作负载Gang调度支持、Job Flow增强、Kubernetes v1.32支持等 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/volcano-1.11.0-release/ Fri, 07 Feb 2025 00:00:00 +0000 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/volcano-1.11.0-release/ 新增特性：网络拓扑感知调度、弹性层级队列、多集群AI作业调度、在离线混部与动态资源超卖、负载感知重调度、细粒度的作业故障恢复策略、Volcano Dashboard资源可视化、Volcano支持Kubernetes v1.31、Volcano Job支持Preemption Policy、大规模场景性能优化等 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/volcano-1.10.0-release/ Sun, 29 Sep 2024 00:00:00 +0000 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/volcano-1.10.0-release/ 新增特性：新增队列优先级设置策略、支持细粒度的GPU资源共享与回收、支持Pod Scheduling Readiness调度、支持Sidecar container调度、增强vcctl命令行工具功能、Volcano支持Kubernetes v1.30、增强Volcano安全性、优化Volcano性能、提升GPU监控功能、优化helm chart包安装升级流程等 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/volcano-1.9.0-release/ Tue, 21 May 2024 00:00:00 +0000 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/volcano-1.9.0-release/ 新增特性：支持弹性队列容量capacity调度、支持队列与节点间的亲和调度、Volcano支持Kubernetes v1.29、GPU共享支持节点打分调度、增强scheduler metrics指标、新增License合规性检查、提升调度稳定性等 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/volcano-1.8.2-release/ Wed, 31 Jan 2024 00:00:00 +0000 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/volcano-1.8.2-release/ 新增特性：支持vGPU调度及隔离、支持vGPU和用户自定义资源的抢占能力、新增JobFlow工作流编排引擎、节点负载感知调度与重调度支持多样化的监控系统、优化Volcano对通用服务调度的能力、优化Volcano charts包的发布与归档等 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/volcano-community-co-construction-program/ Fri, 11 Aug 2023 00:00:00 +0000 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/volcano-community-co-construction-program/ 华为云携手11家合作伙伴启动Volcano社区共建计划 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/volcano-1.7.0-release/ Thu, 12 Jan 2023 00:00:00 +0000 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/volcano-1.7.0-release/ 新增特性：Pytorch Job强化插件功能、Ray on Volcano、增强Volcano对Kubernetes通用服务的调度能力、支持Volcano的多架构镜像、优化队列状态信息等 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/ing_case/ Wed, 28 Dec 2022 00:00:00 +0000 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/ing_case/ ING基于volcano的大数据分析平台的应用实践过程 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/1.4-release/ Tue, 31 Aug 2021 00:00:00 +0000 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/1.4-release/ Volcano v1.4.0-Beta 新特性介绍 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/ruitian2/ Tue, 15 Jun 2021 00:00:00 +0000 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/ruitian2/ 深入介绍Volcano在锐天投资落地实践过程中遇到的挑战和解决方案 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/pengcheng/ Tue, 01 Jun 2021 00:00:00 +0000 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/pengcheng/ Volcano在科研领域的落地案例 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/xiaohongshu/ Thu, 27 May 2021 00:00:00 +0000 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/xiaohongshu/ 小红书使用高性能批量计算平台Volcano的落地实践过程 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/ruitian/ Tue, 05 Jan 2021 00:00:00 +0000 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/ruitian/ 深入介绍Volcano在金融领域的应用实践案例 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/leinao-cloud-os/ Thu, 24 Dec 2020 00:00:00 +0000 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/leinao-cloud-os/ 深入介绍Volcano在中科类脑云OS落地实践过程中遇到的挑战和解决方案 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/hpc/ Tue, 27 Oct 2020 00:00:00 +0000 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/hpc/ 本文以传统的HPC应用WRF为例，探讨Volcano是如何支持HPC应用的。 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/aiqiyi/ Wed, 30 Sep 2020 00:00:00 +0000 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/aiqiyi/ 深入介绍Volcano在锐天投资落地实践过程中遇到的挑战和解决方案 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/paddlepaddle/ Wed, 06 Nov 2019 00:00:00 +0000 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/paddlepaddle/ 深入基于Volcano和PaddlePaddle的分布式训练最佳实践 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/quick-start-volcano/ Thu, 28 Mar 2019 00:00:00 +0000 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/quick-start-volcano/ Volcano快速上手指南 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/kube-batch-startup/ Mon, 28 Jan 2019 00:00:00 +0000 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/kube-batch-startup/ 批量工作负载调度新手教程 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/kube-batch-customers/ Mon, 28 Jan 2019 00:00:00 +0000 https://deploy-preview-499--volcano-sh.netlify.app/zh/blog/kube-batch-customers/ 基于kube-batch的广泛客户群体