Hi, I am a co-founder of JuiceFS, and I often search the web for content about JuiceFS. Like you, I am a fan of JuiceFS, and organizing this list can help you and me more easily find and guide the parts we need in the future. If there's anything else that would be helpful, please let me know ;)
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- Sep 2026, Lustre, Managed NFS or JuiceFS: Choose by the Workload, Not by Datasheet, Marco Santucci compares JuiceFS with Lustre and managed NFS across workload shape, metadata intensity, caching, client concurrency, and operating model.
- Sep 2026, Modern Filesystems: Journaling vs Copy-on-Write, the Kernel Write Path, and Data Correctness, Hairizuan Noorazman includes JuiceFS in a discussion of cloud-native and distributed filesystems with decoupled metadata and object-backed data.
- Sep 2026, Sharing the Sandboxes JuiceFS CSI driver across multiple LangSmith Helm releases, LangChain Support documents how self-hosted LangSmith installations can share a JuiceFS CSI driver across multiple Sandboxes-enabled Helm releases.
- Jul 2026, Why we put a server between our AI agents and JuiceFS, Plori Engineering explains its production JuiceFS CE trust-model boundary for untrusted AI-agent sandboxes and the POSIX-facing server it built in front of JuiceFS.
- Jul 2026, We let 443 dead FUSE mounts pile up and it wedged kubelet, Plori Engineering documents a Kubernetes incident involving leaked FUSE mounts from its JuiceFS-backed agent storage plane and the cleanup automation it added.
- Jul 2026, We moved JuiceFS metadata from Postgres to Redis and file ops got 7x faster, the plori team documents a production JuiceFS metadata-engine migration for AI-agent persistent disks and compares Postgres and Redis operation latency.
- Jul 2026, Decoupling POSIX from Object Storage: The JuiceFS Architecture, Memon Systems explains JuiceFS' split between POSIX-facing clients, metadata engines, local cache, and object storage for cloud-scale file access.
- Jul 2026, Turn And Face The Strange, Fly.io describes its updated Sprites storage work and notes that the original Sprites storage stack was derived from JuiceFS.
- Jul 2026, Petabyte-scale storage for AI agent sandboxes, Aniket Maurya at Celesto describes CelestoFS as a JuiceFS-backed durable workspace filesystem for AI-agent sandboxes and shares small-file benchmark results.
- Jun 2026, IT Press Tour: Amazon just made S3 a file system, but JuiceFS has been doing it for nine years, Alex Zaharov-Reutt at iTWire compares Amazon S3 Files with JuiceFS and summarizes JuiceFS' object-storage-backed POSIX approach from IT Press Tour 68.
- Jun 2026, Stockage pour l'IA : JuiceFS conjugue les modes fichiers et objet, Yann Serra at LeMagIT reports on JuiceFS as an object-storage-backed distributed file system for AI workloads and contrasts it with S3 Files.
- Jun 2026, How to Self-Host a Code Execution Sandbox for AI Agents (2026), Hassaan Qadir at Beam describes self-hosted AI-agent sandbox options and identifies Beam's S3-compatible storage layer as JuiceFS-backed.
- Jun 2026, IT Press Tour 68: JuiceFS, Philippe Nicolas at StorageNewsletter covers JuiceFS' object-storage-backed architecture, S3 Files comparison, tiering, mirroring, and named AI storage deployments from IT Press Tour 68.
- Jun 2026, JuiceFS and the Case for a Real File System on Object Storage: Inside Juicedata's Pitch for AI Workloads, David Marshall at VMblog summarizes Joe Zhou's IT Press Tour 68 presentation on JuiceFS architecture, object storage trade-offs, S3 Files, mirroring, and customer use cases.
- Jun 2026, JuiceFS Positions Distributed File System as Unified Storage Layer, Jakob Jung reports on JuiceFS as an object-storage-native POSIX layer for AI training, big data, Kubernetes persistent volumes, tiered storage, and multi-cloud deployments.
- Jun 2026, JuiceFS and the Quiet Battle for the Future of Data Infrastructure, Neil C. Hughes at Tech Talks Network discusses JuiceFS' role in making object storage usable for AI and data infrastructure after IT Press Tour 68.
- Mar 2026, Sync a Local Workspace with a Cloud Sandbox for AI Agents, Sandbox0 explains how
s0 syncuses JuiceFS-backed Volumes for bidirectional workspace sync between local directories and cloud sandboxes. - Mar 2026, We tried Modal, Cloudflare Containers, and Sprites before building our own persistent container service, camelAI describes testing JuiceFS with Cloudflare Containers and R2 while evaluating persistent container storage for AI agents.
- Mar 2026, 〖存储100问〗数据平台演进：JuiceFS 定位与选型, 数据存储前沿技术 analyzes JuiceFS technical evolution and positioning against Hammerspace, Alluxio, Weka, and VAST Data.
- Mar 2026, How to Set Up JuiceFS on Ubuntu, Nawaz Dhandala at OneUptime provides a deployment guide covering metadata engines, object storage backends, mounting, and tuning.
- Feb 2026, Build deep learning model training apps using CNCF Fluid with Amazon EKS, AWS Containers Blog shows how to use JuiceFS as the Fluid storage medium with S3 and ElastiCache for Redis for distributed deep learning workloads on EKS.
- Feb 2026, Building a self-hosted cloud coding agent, Stanislas uses JuiceFS CSI with Redis and DigitalOcean Spaces as Netclode's persistent volume layer for stateful coding agent sessions.
- Feb 2026, A thousand ways to sandbox an agent, Michael Livshits compares agent sandboxing approaches and cites Fly Sprites' object-storage-backed persistent filesystem as using a JuiceFS-inspired architecture.
- Jan 2026, The Design & Implementation of Sprites, Thomas Ptacek describes Fly.io Sprites' object-storage-backed filesystem as using a heavily modified JuiceFS model with SQLite metadata.
- Jan 2026, S3 Object Storage Mounting on Ubuntu 24.04 VPS: Complete Performance Guide with s3fs, rclone, goofys, and JuiceFS, Onidel compares JuiceFS with s3fs, rclone, and goofys for mounting S3-compatible object storage on Ubuntu.
- Mar 2025, JuiceFS安装之通过CSI Driver接入kubernetes, 杜莱恩特Durant documents a Kubernetes CSI setup with storage selection notes, MinIO-backed JuiceFS configuration, StorageClass usage, backup and recovery, warmup, and metadata benchmarking.
- Jan 2025, JuiceFS or using Kopah on Klone, Nam Pho from University of Washington Research Computing documents testing JuiceFS standalone mode on the Hyak Klone HPC cluster with Kopah S3-compatible storage and notes observed performance limits.
- Dec 2024, Beyond the FUSE Debate: Why Native ZFS on Object Storage Changes Everything, Supramani Sammandam compares JuiceFS, MinIO, and ZettaLane's ZFS-based approach in the POSIX-on-object-storage debate.
- Jul 2024, Introducing AuraFlow v0.1, an Open Exploration of Large Rectified Flow Models, Fal team use the JuiceFS in AuraFlow to support distributed training on multi-modal data
- Jul 2024, Sharing your Ollama models between Fly Machines using JuiceFS and Tigris, Tigris is a new object store, low-latency, geo replicated, and no-egress fee. This is a case study about how to combine JuiceFS and Tigris as a file storage, store your Ollama data and share between multiple machines
- Jul 2024, Juicedata gives data processing giants a big squeeze on price (Me:thanks for your report🤟)
- Apr 2024, JuiceFlow: A Next-Generation Solution for Nextflow Pipelines in the Cloud, Sateesh Peri and Ashley Tung describe how MemVerge's JuiceFlow uses JuiceFS as the primary filesystem for Nextflow pipelines on Memory Machine Cloud.
- Dec 2023, AI 플랫폼을 위한 스토리지 JuiceFS 도입기, NAVER D2 explains adopting JuiceFS for its AiSuite AI platform after evaluating Alluxio and other storage options.
- Dec 2023, JuiceFS With Wasabi, Wasabi documents its JuiceFS compatibility workflow for creating and mounting a JuiceFS filesystem backed by Wasabi object storage.
- Jun 2023, Comparative Analysis of Major Distributed File System Architectures: GFS vs. Tectonic vs. JuiceFS, Changjian Gao compares JuiceFS with GFS and Tectonic from a distributed file system architecture perspective.
- Jun 2023, SeaweedFS vs. JuiceFS Design and Features, Ethan Chan compares SeaweedFS and JuiceFS architectures, metadata storage, data storage, access protocols, and extended features.
- Jun 2021, Building a Milvus Cluster Based on JuiceFS, Changjian Gao and Jingjing Jia demonstrate using JuiceFS as shared storage for a Milvus cluster and include benchmark results against EFS.
- Jul 2017, Juicedata, New US Player in Cloud File System, Philippe Nicolas reports on Juicedata and the early managed JuiceFS cloud file system.
- Aug 2026, TensorCast: The Missing Tensor Management Layer in Large Language Model Infrastructure, Yuhan Zhou and co-authors evaluate TensorCast model-weight materialization using JuiceFS as a distributed filesystem baseline for LLM serving startup.
- Jun 2026, RedKnot: Efficient Long-Context LLM Serving with Head-Aware KV Reuse and SegPagedAttention, Yang Liu and co-authors describe an LLM serving system whose experiments serve model weights and LongBench datasets from a 64 PB JuiceFS network mount.
- Apr 2026, Making TransactionIsolation Checking Practical, Jian Zhang, Shuai Mu, and Cheng Tan introduce Boomslang and use it to audit JuiceFS metadata interactions with TiKV.
- Apr 2026, DPC: A Distributed Page Cache over CXL, Shai Bergman and co-authors evaluate DPC against JuiceFS 1.3 as a distributed POSIX file-system baseline with local memory write-back cache enabled.
- Feb 2026, Step 3.5 Flash: Open Frontier-Level Intelligence with 11B Active Parameters, Ailin Huang and co-authors describe Step 3.5 Flash data infrastructure using object storage, HDFS, and JuiceFS for raw corpora and intermediate artifacts.
- Jan 2026, FalconFS: Distributed File System for Large-Scale Deep Learning Pipeline, Jingwei Xu and co-authors compare FalconFS with JuiceFS 1.2.1, CephFS, and Lustre in metadata and deep learning pipeline experiments.
- Oct 2025, DFUSE: Strongly Consistent Write-Back Kernel Caching for Distributed Userspace File Systems, Haoyu Li and co-authors discuss JuiceFS as a FUSE-based cloud data access system while presenting the SoCC 2025 DFUSE design.
- Sep 2025, SkyStore: Cost-Optimized Object Storage Across Regions and Clouds, Shu Liu and co-authors evaluate SkyStore against JuiceFS and other baselines for multi-region and multi-cloud object storage costs.
- Aug 2025, DEVELOPING ARTIFICIAL INTELLIGENCE IN THE CLOUD: THE AI_INFN PLATFORM, Rosa Petrini and co-authors describe the AI_INFN platform and identify JuiceFS as the multi-site filesystem option for sharing code, environments, and datasets toward remote compute backends.
- Jun 2025, Efficient Unified Caching for Accelerating Heterogeneous AI Workloads, Tianze Wang and co-authors implement IGTCache atop JuiceFS and evaluate caching strategies for heterogeneous AI workloads.
- Jun 2025, Supporting the development of Machine Learning for fundamental science in a federated Cloud with the AI_INFN platform, Lucio Anderlini and co-authors describe AI_INFN's Kubernetes platform and its JuiceFS-based distributed filesystem for multi-site offloading.
- May 2025, A Survey of LLM $\times$ DATA, Xuanhe Zhou and co-authors discuss JuiceFS as an object-storage-backed distributed file system in LLM data storage infrastructure.
- Jul 2024, Efficient Training of Large Language Models on Distributed Infrastructures: A Survey, Jiangfei Duan and co-authors include JuiceFS in their survey of LLM training-data storage and caching systems.
- Jun 2022, NSDF-FUSE: A Testbed for Studying Object Storage via FUSE File Systems, Paula Olaya and co-authors include JuiceFS among the FUSE-based mapping packages evaluated for S3-compatible object storage.
- MILA (Multilingual Indic Language Archive): A Dataset for Equitable Multilingual LLMs, an anonymous ICLR 2026 submission that describes a data governance pipeline where raw data enters MinIO-backed zones through JuiceFS before Spark processing and AI training.
- Amazon just made S3 a file system, but JuiceFS has been doing it for nine years from iTWire TV, published at June 2026. The video covers JuiceFS as a POSIX file system on object storage in the context of Amazon S3 Files.
- I Turned Cheap Cloud Storage Into a 1PB Local Drive (With JuiceFS) from Better Stack, published at June 2026. The tutorial shows using JuiceFS to mount object storage as a scalable local drive and monitor it with Better Stack.
- JuiceFS CSI in Multi-Thousand Node Kubernetes Clusters for LLM Pre-Training from CNCF, published at September 2024. Weiwei Zhu presents JuiceFS CSI Driver architecture and large-scale Kubernetes storage practices for LLM pre-training.
- An introduction from Pranali P. Lokhande, published at August 2024
- Open-Source Spotlight - JuiceFS from DataTalksClub, published at July 2024
- CoCalc Cloud Filesystems Demo from William Stein. The author created an infinitely scalable Cloud Filesystem (based on JuiceFS, KeyDB, and Google Cloud Storage) along with compute servers in Oregon and Italy. We clone the git source code, run some tests, illustrate how to do backups, use a Jupyter notebook, etc. using the shared filesystem. Published at June 2024 (Me:awesome work👏)
- The Continuing Evolution of Research CI at the AMNH, a presentation from American Museum of Natural History, they mention JuiceFS is used in open storage network project, and get great success. (Me:thanks😍)
- Cloud Empowerment: Unleashing the Potential of Memory Machine Cloud Snapshot Engine, MemVerge uses JuiceFS to accelerate BioTech pipeline and reduce cost, this video is published at May 2024
- From Zero to Infinity：How AI-Powered Hedge Fund Build Cloud-Native AI Platform on Kubernetes from CNCF. This talk is presented by Yang Che from Aliyun and Zhiyi Li from Metabit Trading at KubeCon, published at October 2023
- AI 플랫폼을 위한 스토리지 JuiceFS 도입기 from NAVER D2, NAVER is the TOP1 search engine in Korea. This video is a short tailer in Korean, deep dive in detail, please check out full blog post.
- How To Use JuiceFS To Store Data On DigitalOcean from Education Ecosystem, published at 2022
- EP85 - JuiceFS on AWS from Pahud Dev. This video is Pahud who is AWS developer advocate, Charles and me talk in Mandarin, published at 2021
- 核心又边缘的 Data Infra 企业——如何走出 AI 浪潮下的生存困境 from 持续集成, published at August 2024. Rui Su from JuiceFS and Xiaodan Zhuang from Greptime discuss data infrastructure companies, storage services, and AI-era product strategy.
- 存个文件还有这么多名堂？- 对话 JuiceFS 合伙人苏锐 from 持续集成, published at December 2023. Rui Su discusses distributed file systems, JuiceFS, and the Juicedata community and commercialization model.
- CubeSandbox, an open-source AI-agent sandbox platform whose JuiceFS volume plugin mounts JuiceFS subdirectories into sandboxes for shared POSIX storage over object storage.
- JuiceMount, an Apache-2.0 macOS mount layer for creative storage workflows that uses the stock JuiceFS client and object-backed JuiceFS volumes underneath.
- Netclode, a self-hosted cloud coding agent that uses JuiceFS on S3 for persistent session storage across paused and resumed microVM sandboxes.
- sample-aws-self-hosted-sandbox, an AWS sample for a self-hosted AI-agent sandbox platform that includes measured npm install timing on JuiceFS versus local ext4.
- JVS, a pre-GA Go tool for workspace control data and cloning workflows that uses a strict JuiceFS clone path for internal direct AFSCP contracts.
- Sandbox0, an open-source AI agent sandbox with persistent Volume workflows for workspace sync, durability, and multi-sandbox mounts.
- centminmod-juicefs, a Centmin Mod setup guide and scripts for using JuiceFS with Cloudflare R2 object storage and a SQLite metadata engine on a LEMP stack.
- May 2026, MooseFS vs JuiceFS vs CephFS: picking a self-hosted POSIX distributed filesystem in 2026, Big Iron compares JuiceFS with MooseFS and CephFS across architecture, operations, snapshots, consistency, and Kubernetes usage.
- Feb 2026, Sprites.dev (Fly.io) Sandbox Fingerprinting Results, DiggerHQ documents observed Sprites infrastructure and identifies JuiceFS-backed storage for checkpoint and user-disk workflows.
- Aug 2025, ZeroFS vs JuiceFS Benchmarks, ZeroFS publishes benchmark results comparing ZeroFS and JuiceFS on Azure D48lds v6 with a Cloudflare R2 backend.
- Mar 2026, Sandbox0.ai mentioned JuiceFS on X: persistent storage for sandbox sessions. Sandbox0 says it uses JuiceFS so sandbox files can survive restarts and support checkpoints, forks, and long-lived sessions.
- Mar 2026, gerred mentioned JuiceFS on X: portable volume mounts for agent sandboxes. The reply names JuiceFS alongside CSI providers, Kubernetes persistent volumes, MicroVM developers, and FUSE for multi-read-write volume workflows.
- Feb 2026, Viga mentioned JuiceFS on X: building a Drive integration with SandAgent. The post describes exploring JuiceFS and SandAgent so LLM chats can interact with files more smoothly.
- Jove, co-founder of Timeplus mentioned JuiceFS on Linkedin. Timeplus is a vector database, they use the JuiceFS to support tiered storage in Timeplus