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35 changes: 32 additions & 3 deletions docs/en/community/articles.md
Original file line number Diff line number Diff line change
Expand Up @@ -11,6 +11,11 @@ JuiceFS is widely applicable to various data storage and sharing scenarios. This

### AI, machine learning, and deep learning

- [Tongcheng Travel Chose JuiceFS over CephFS to Manage Hundreds of Millions of Files](https://juicefs.com/en/blog/user-stories/juicefs-vs-cephfs-distributed-file-system-artificial-intelligence-storage), 2025-01-08, Chuanhai Wei @ Tongcheng Travel
- [LLM Storage Selection & Detailed Performance Analysis of JuiceFS](https://juicefs.com/en/blog/solutions/llm-storage-selection), 2024-10-23, Shaojie Li
- [MiniMax Built a Cost-Effective, High-Performance AI Platform with JuiceFS](https://juicefs.com/en/blog/user-stories/minimax-foundation-model-ai-storage), 2024-09-02
- [How JuiceFS Boosts Foundation Model Inference in Multi-Cloud Architectures](https://juicefs.com/en/blog/solutions/boost-foundation-model-inference-multi-cloud), 2024-08-29, Changjian Gao
- [Enhancing AI Training Workflows with JuiceFS](https://juicefs.com/en/blog/solutions/enhance-ai-training-workflow), 2024-08-27
- [vivo Migrated from GlusterFS to a Distributed File System for AI Training](https://juicefs.com/en/blog/user-stories/improve-ai-training), 2024-07-18, Yige Peng @ vivo
- [iSEE Lab Stores 500M+ Files on JuiceFS Replacing NFS](https://juicefs.com/en/blog/user-stories/deep-learning-ai-storage), 2024-07-03, Guohao Xu @ Sun Yat-sen University
- [Beike Loads AI Models 20x Faster with Hybrid Cloud Storage](https://juicefs.com/en/blog/user-stories/ai-model-accelerate), 2024-06-26, Tianqing Wang @ Beike
Expand All @@ -22,7 +27,6 @@ JuiceFS is widely applicable to various data storage and sharing scenarios. This
- [NAVER, Korea's No.1 Search Engine, Chose JuiceFS over Alluxio for AI Storage](https://juicefs.com/en/blog/user-stories/juicefs-vs-alluxio-ai-storage-naver), 2024-01-17, Nam Kyung-wan @ NAVER
- [Building an Easy-to-Operate AI Training Platform: SmartMore's Storage Selection & Best Practices](https://juicefs.com/en/blog/user-stories/ai-training-storage-selection-seaweedfs-juicefs), 2023-12-14, Jichuan Sun @ SmartMore
- [A Leading Self-Driving Company Chose JuiceFS over Amazon S3 and Alluxio in the Multi-Cloud Architecture](https://juicefs.com/en/blog/user-stories/data-storage-multi-cloud-autonomous-driving-juicefs), 2023-11-09
- [Building a Cloud-Native File Storage Platform to Host 5B+ Files in AI Training & More](https://juicefs.com/en/blog/user-stories/cloud-native-file-storage-platform-ai-training), 2023-10-12, Jiapeng Sun @ Xiaomi
- [Choosing JuiceFS over s3fs and Alluxio for Our Ultra-Heterogeneous Computing Cluster](https://juicefs.com/en/blog/user-stories/high-performance-scale-out-heterogeneous-computing-power-cluster-storage), 2023-06-09, Chen Hong @ Zhejiang Lab
- [Achieving Elastic Throughput in the Cloud with a Distributed File System to Boost AI Training](https://juicefs.com/en/blog/solutions/accelerate-ai-training-flexible-elastic-throughput-cloud), 2023-05-06, Sui Su
- [Improving Read Performance by ~30% in AI Speech and Text Processing by a Distributed Storage System](https://juicefs.com/en/blog/user-stories/unisounds-hpc-platform-accelerates-ai-model-training-and-development-with-juicefs), 2022-09-06, Dongdong Lv @ Unisound
Expand All @@ -34,16 +38,29 @@ JuiceFS is widely applicable to various data storage and sharing scenarios. This
- [Costs Cut & Ops Efficiency Boosted: Switching to a Big Data Storage-Compute Decoupled Architecture](https://juicefs.com/en/blog/user-stories/storage-compute-decoupled-architecture-cloud-native-big-data), 2023-09-28, Ming Li @ DMALL
- [50%+ Cut in Both Storage & Compute Costs: Designing NetEase Games' Cloud Big Data Platform](https://juicefs.com/en/blog/user-stories/cut-storage-compute-costs-cloud-big-data-platform), 2023-09-14, Weihong Ke @ NetEase Games
- [Migrating Hadoop to the Cloud: 2x Storage Capacity & Fewer Ops Costs](https://juicefs.com/en/blog/user-stories/migrating-hadoop-to-cloud-2x-storage-capacity-fewer-ops-costs), 2023-08-09, Chang Liu & Yangliang Li @ Yimian
- [An Elastic Platform & Simplified Storage Achieved by Migrating to Spark+K8s+JuiceFS](https://juicefs.com/en/blog/user-stories/scalable-computing-unified-data-storage-ops-cloud-spark-k8s-juicefs), 2023-05-10, Fengyu Cao @ Douban
- [Gaoding Technology Saves 60% Of Storage Cost Used By Elasticsearch](https://juicefs.com/en/blog/user-stories/gaoding-with-juicefs), 2021-10-09, Gaoding SRE Team
- [Shopee x JuiceFS: ClickHouse Cold and Hot Data Separation Storage Architecture and Practice](https://juicefs.com/en/blog/user-stories/shopee-clickhouse-with-juicefs), 2021-10-09, Teng @ Shopee
- [How to effectively reduce the load of HDFS cluster for Qutoutiao(NASDAQ:QTT)](https://juicefs.com/blog/en/posts/qutoutiao-big-data-platform-user-case)
- [How does the Globalegrow data platform achieve both speed and money savings?](https://juicefs.com/blog/en/posts/globalegrow-big-data-platform-user-case)
- [How to make HBase faster, more stable, and cheaper](https://juicefs.com/blog/en/posts/how-to-make-hbase-faster-more-stable-and-cheaper)
- [Exploring storage and computing separation for ClickHouse](https://juicefs.com/blog/en/posts/clickhouse-disaggregated-storage-and-compute-practice)

### Cloud-native & Kubernetes

- [Hai Robotics Achieved High Availability & Easy Operations in a Hybrid Cloud Architecture with JuiceFS](https://juicefs.com/en/blog/user-stories/high-availability-easy-operations-hybrid-cloud-ai-storage), 2024-11-27, Sendong Wu @ Hai Robotics
- [TAL: Building a Low-Operation Model Repository Based on JuiceFS in a Multi-Cloud Environment](https://juicefs.com/en/blog/user-stories/multi-cloud-llm-model-repository-storage), 2024-11-21, Longhua He @ TAL
- [Deep Dive into JuiceFS Data Synchronization and Consistency in Multi-Cloud Architectures](https://juicefs.com/en/blog/engineering/data-synchronization-consistency-multi-cloud-storage), 2024-11-06
- [Training LLMs: Best Practices for Storing Thousands of Nodes in K8s](https://juicefs.com/en/blog/usage-tips/train-large-language-model-kubernetes-storage), 2024-10-09, Weiwei Zhu
- [How Clobotics Overcame Multi-Cloud and Massive File Storage Challenges](https://juicefs.com/en/blog/user-stories/multi-cloud-storage-posix-compatible), 2024-09-11, Jonnas @ Clobotics
- [K8s Data Persistence: Getting Started with JuiceFS CSI Driver](https://juicefs.com/en/blog/usage-tips/kubernetes-data-persistence-juicefs), 2023-12-28, Herald Yu
- [Building a Cloud-Native File Storage Platform to Host 5B+ Files in AI Training & More](https://juicefs.com/en/blog/user-stories/cloud-native-file-storage-platform-ai-training), 2023-10-12, Jiapeng Sun @ Xiaomi
- [An Elastic Platform & Simplified Storage Achieved by Migrating to Spark+K8s+JuiceFS](https://juicefs.com/en/blog/user-stories/scalable-computing-unified-data-storage-ops-cloud-spark-k8s-juicefs), 2023-05-10, Fengyu Cao @ Douban

### Data sharing

- [Conda + JuiceFS: Enhancing AI Development Environment Sharing](https://juicefs.com/en/blog/usage-tips/improve-artificial-intelligence-development-environment-sharing), 2024-12-18, Herald Yu
- [Hugging Face + JuiceFS: Simplifying Model Sharing Across Multiple Users and Nodes](https://juicefs.com/en/blog/usage-tips/ai-model-storage-share-multi-users-nodes), 2024-10-17, Herald Yu
- [Ollama + JuiceFS: Pull Once, Run Anywhere](https://juicefs.com/en/blog/usage-tips/ollama-large-language-model), 2024-09-25, Weiwei Zhu
- [Building a Milvus Cluster Based on JuiceFS](https://juicefs.com/blog/en/posts/build-milvus-distributed-cluster-based-on-juicefs)

### Data backup and recovery
Expand All @@ -55,6 +72,14 @@ JuiceFS is widely applicable to various data storage and sharing scenarios. This

### Tutorial, guide, and best practice

- [Automated Cache Management: JuiceFS Enterprise Edition Introduces Cache Group Operator](https://juicefs.com/en/blog/usage-tips/automated-cache-management-cache-group-operator), 2025-01-16, Xuhui Zhang
- [Database Release and End-to-End Testing: Bringing Modern Software Development Best Practices to the Data World](https://juicefs.com/en/blog/user-stories/end-to-end-test-clickhouse-database-clone), 2024-12-04, Tao Ma @ Jerry
- [JuiceFS CSI: Smooth Upgrades of Mount Pods and Implementation Details](https://juicefs.com/en/blog/usage-tips/mount-pod-smooth-upgrade), 2024-11-13, Weiwei Zhu
- [Getting Started with the JuiceFS Python SDK](https://juicefs.com/en/blog/usage-tips/use-python-sdk), 2024-10-30, Herald Yu
- [JuiceFS CSI Workflow: K8s Pod Creation with PVs](https://juicefs.com/en/blog/usage-tips/csi-workflow-kubernetes-pod), 2024-09-30, Arthur
- [JuiceFS Enterprise 5.1: Write Support for Mirrors, Python SDK, and AI Enhancements](https://juicefs.com/en/blog/release-notes/uicefs-enterprise-5-1-artificial-intelligence), 2024-09-19
- [How to Check If a Database or Object Storage Is Used by JuiceFS](https://juicefs.com/en/blog/usage-tips/check-database-object-storage-in-use), 2024-08-22, Herald Yu
- [Metabit Trading Built a Cloud-Based Quantitative Research Platform with JuiceFS](https://juicefs.com/en/blog/user-stories/build-cloud-quantitative-platform-posix-compatible-storage), 2024-08-14, Jianhong Li @ Metabit Trading
- [Empowering NAS for AI Training with JuiceFS Direct-Mode NFS](https://juicefs.com/en/blog/usage-tips/direct-nfs),2024-07-25,Herald Yu
- [How to Deploy SeaweedFS+TiKV for Using JuiceFS](https://juicefs.com/en/blog/usage-tips/seaweedfs-tikv), 2024-07-11, Jinhao Yang @ SmartMore
- [JuiceFS 1.2: Introducing Enterprise-Grade Permission Management and Smooth Upgrades](https://juicefs.com/en/blog/release-notes/juicefs-12), 2024-06-20
Expand All @@ -68,7 +93,6 @@ JuiceFS is widely applicable to various data storage and sharing scenarios. This
- [How to Persist Data in Google Colab Using JuiceFS](https://juicefs.com/en/blog/usage-tips/colab-persist-data), 2024-03-27, Jet
- [98% GPU Utilization Achieved in 1k GPU-Scale AI Training Using Distributed Cache](https://juicefs.com/en/blog/engineering/ai-gpu-utilization-mlperf-benchmark), 2024-03-07, Feihu Mo
- [How a Distributed File System in Go Reduced Memory Usage by 90%](https://juicefs.com/en/blog/engineering/reduce-metadata-memory-usage), 2024-02-22, Sandy
- [K8s Data Persistence: Getting Started with JuiceFS CSI Driver](https://juicefs.com/en/blog/usage-tips/kubernetes-data-persistence-juicefs), 2023-12-28, Herald Yu
- [How We Achieved a 40x Performance Boost in Metadata Backup and Recovery](https://juicefs.com/en/blog/engineering/increase-performance-metadata-backup-recovery), 2023-12-20, Jian Zhi
- [How to Build a Ceph Cluster and Integrate with the JuiceFS File System](https://juicefs.com/en/blog/usage-tips/build-ceph-cluster-integrate-juicefs-file-system), 2023-12-07, Yifu Liu
- [6 Essential Tips for JuiceFS Users](https://juicefs.com/en/blog/usage-tips/juicefs-user-tips-distributed-file-storage-system), 2023-11-23, Herald Yu
Expand All @@ -87,6 +111,11 @@ JuiceFS is widely applicable to various data storage and sharing scenarios. This

### Others

- [How JuiceFS Achieves Consistency and Low-Latency Data Distribution in Multi-Cloud Architectures](https://juicefs.com/en/blog/solutions/consistency-low-latency-data-distribution-multi-cloud-storage), 2025-01-22, Jerry Cai
- [Code-Level Analysis: Design Principles of JuiceFS Metadata and Data Storage](https://juicefs.com/en/blog/engineering/design-metadata-data-storage), 2024-12-12, Arthur
- [JuiceFS Evaluation with AWS EFS and FSx for Lustre](https://juicefs.com/en/blog/engineering/juicefs-vs-efs-fsx-for-lustre), 2024-08-07, Brent Bai
- [Optimizing JuiceFS Read Performance: Readahead, Prefetch, and Cache](https://juicefs.com/en/blog/engineering/optimize-read-performance), 2024-08-06, Feihu Mo
- [MemVerge Chose JuiceFS: Small File Writes 5x Faster than s3fs](https://juicefs.com/en/blog/user-stories/vs-s3fs-memverge), 2024-07-31, Jon Jiang @ MemVerge
- [From HPC to AI: Evolution and Performance Evaluation of File Systems](https://juicefs.com/en/blog/user-stories/hpc-ai-file-system), 2024-05-23, Weizheng Lu @ Renmin University of China
- [Is POSIX Really Unsuitable for Object Stores? A Data-Backed Answer](https://juicefs.com/en/blog/community/posix-object-store-suitable-file-system), 2023-11-16, Herald Yu
- [Comparative Analysis of Major Distributed File System Architectures: GFS vs. Tectonic vs. JuiceFS](https://juicefs.com/en/blog/engineering/compare-distributed-file-system-architectures-gfs-tectonic-juicefs), 2023-10-20, Changjian Gao
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