Top Tweets for #DistributedFileSystem
❌ Paying too much for rarely accessed files?
#JuiceFS 1.4 #TieredStorage lets you:
⭐️ Set per‑file storage class
⭐️ Inherit directory settings
⭐️ Restore from #Glacier on demand
👇 Read how
https://t.co/WBXQdPDz4T
#DistributedStorage #DataStorage #DistributedFileSystem
📊 Xiaomi unified #BigData, #CloudNative & #AIStorage with #JuiceFS.
Results:
✅ EB scale, 100B+ files
✅ 70‑90% cost reduction
✅ 200 GB/s cache
✅ 10‑30% faster jobs
Learn more👇
https://t.co/tRoSjvCr9a
#AIStorage #DistributedFileSystem #DistributedStorage #DataStorage
How do you implement quotas without killing performance in a #DistributedFileSystem❓
#JuiceFS uses local accumulation + periodic sync to achieve eventually consistent space & inode quotas across total capacity, directories, users, and groups.
👇Learn more
https://t.co/UaUQoB9Xp6
🧵#JuiceFS in #AI: from architecture to #PerformanceOptimization
We break down:
✅Metadata & data separation
✅Caching & prefetch
✅Sequential/random read benchmarks
✅Real-world tuning for small/large files
Learn more👇
https://t.co/5YU8fAJPhE
#AIStorage #DistributedFileSystem
🤔Think #FUSE is slow for #HighPerformanceStorage? Think again.
👇Deep dive into its architecture and see how #JuiceFS builds upon it for scalable, high-performance #FileSystems.
https://t.co/NywcTEhcFP
#FilesystemInUserspace #AIStorage #DistributedSystems #DistributedFileSystem
📢 #JuiceFS Enterprise 5.3 is released!
✅ 500B+ files per #FileSystem
✅ #RDMA for fast caching (lower CPU usage, high BW)
✅ Hotspot migration & write support for mirrors
👇Learn more
https://t.co/88r3Rw2e4S
#AIStorage #DistributedSystems #DistributedFileSystem
2025 highlights from #JuiceFS:
🚀 89% data growth to 1.3+ EiB
⚡ Scaling to hundreds of billions of files
🤝 60 contributors, 305 issues, 601 merged PRs
Celebrating our 5th #OpenSource year with you!
https://t.co/KDQMVkfZhW
#DistributedFileSystem #ArtificialIntelligenceStorage
Efficient I/O Merging Scheme for Distributed File Systems
✏️ Byoung Chul An and Hanul Sung
🔗 https://t.co/dHc6rtVZbs
Viewed: 2094; Cited: 1
#mdpisymmetry #distributedfilesystem
@ComSciMath_Mdpi
Choosing a #DistributedFileSystem? 🤔Here’s a quick roundup of comparisons & real-world cases👉 https://t.co/Fvz1wLHlWm
- Lustre vs. JuiceFS
- SeaweedFS vs. JuiceFS
- deepseek 3FS vs. JuiceFS
- NAVER chose JuiceFS over Alluxio for AIStorage
- TAL : Alluxio vs. GPFS vs. CephFS
🚮 Our latest deep dive unpacks the intricate #GarbageCollection mechanism behind #JuiceFS.
👇 Learn how asynchronous deletion, trash management, and slice cleanup work together.
https://t.co/9qxVlJgc2m
#DistributedFileSystem #OpenSource #DataEngineering
🚗 Zelos Tech, a global #AutonomousDriving leader, had storage problems in #MultiCloud environments. After trying #Alluxio and #CephFS, they moved to #JuiceFS. It now handles hundreds of millions of files.
👉https://t.co/duo4GmPBfN
#DistributedFileSystem
🚀 New #MLPerf Storage v2.0 results are in! #JuiceFS delivers top-tier performance for #AITraining:
✅ Supports up to 500 H100 GPUs
✅ 72% #BandwidthUtilization on Ethernet (far exceeding other vendors)
See the analysis:
https://t.co/eDMZ8RfxeY
#DistributedFileSystem #AIStorage
🚀 #JuiceFS introduces multiple optimizations for #NetworkTransmission between cache nodes.
✅ Client #CPUOverhead reduced by 50%+
✅ Cache node CPU cut to just 1/3
✅ Aggregate read bandwidth hits 1.2 TB/s!
🧐 Learn more
https://t.co/y22cJSPGFw
#LLM #DistributedFileSystem
💡 How does #JuiceFS writeback work? It writes data to local cache → returns a response → uploads asynchronously to #ObjectStorage
📉 Result: low #WriteLatency
👇 Learn more
https://t.co/D3aPQsZWmw
#DistributedFileSystem #DistributedStorage #DataStorage #AIStorage
seaweedfs by @seaweedfs
Store billions of files fast! SeaweedFS is a simple, scalable distributed file system with O(1) disk reads, transparent cloud integration, and customizable storage tiers. #SeaweedFS #DistributedFileSystem #CloudStorage
🚀 #JuiceFS 1.3 is released!
✅ #PythonSDK support for #AI workloads
✅ 100M-file #backup faster
✅ 50% faster #TiKV transactions
✅ #WindowsClient optimization
🔗 Download: https://t.co/RjofmJICpT
👇 Details
https://t.co/KGZq8cIZvL
#DataStorage #DistributedFileSystem #OpenSource
#Lustre vs. #JuiceFS: Which #DistributedFileSystem is right for your #AI/#HPC workloads? 🧐
👇 This article breaks down architecture, performance, and operational trade-offs to guide your infrastructure decisions.
https://t.co/XSpM4gOIy1
#FileDistribution #CloudFileSystem
🧐 Dive deep into #JuiceFS #PermissionManagement!
🔐 Learn how it integrates with #Linux security mechanisms like #UnixPermissions, #POSIX #ACLs, and #SELinux for robust multi-user #AccessControl.
👇 Read more
https://t.co/s2v4bGqjo7
#DataSecurity #DAC #MAC #DistributedFileSystem
💡 #JuiceFS + #ApacheRanger = Powerful #AccessControl for #BigData!
👇Discover how this integration works and how to set it up:
https://t.co/JEFdlWUTvo
#DataSecurity #PermissionManagement #DataManagement #DistributedFileStorage #DistributedFileSystem #OpenSource #Hadoop
Why a leading Chinese research institution replaced #NFS with #JuiceFS for #LLM training & inference:
⭐️High performance
⭐️User-friendly #DistributedArchitecture
⭐️#K8s support
⭐️#POSIX compliance
⭐️Quota management
👇Learn more
https://t.co/5tLI4Dnjq8
#DistributedFileSystem
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