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Big Data Technology Tribe
Big Data Technology Tribe
Jul 27, 2025 · Fundamentals

How InfiniFS Revolutionizes Metadata for Billion-File Distributed Filesystems

This article summarizes the InfiniFS paper, detailing how its access‑content decoupling, speculative path resolution, and optimistic metadata caching enable efficient metadata handling for data‑center‑scale file systems supporting billions of files.

InfiniFSdistributed file systemsfilesystem design
0 likes · 15 min read
How InfiniFS Revolutionizes Metadata for Billion-File Distributed Filesystems
Volcano Engine Developer Services
Volcano Engine Developer Services
Mar 14, 2025 · Fundamentals

How 3FS, vePFS, and CloudFS Stack Up in AI Training Workloads – A Deep Dive

This article compares 3FS, vePFS, and CloudFS across metadata and data planes, presents detailed benchmark results for AI training scenarios, analyzes architectural trade‑offs, and draws insights for future cloud‑native file storage development.

AI trainingPerformance Testingcloud-native
0 likes · 38 min read
How 3FS, vePFS, and CloudFS Stack Up in AI Training Workloads – A Deep Dive
IT Architects Alliance
IT Architects Alliance
Jul 22, 2020 · Industry Insights

What Makes Distributed File Systems Tick? Design Principles and Trade‑offs

This article analyzes the core design goals, architectural models, scalability, high‑availability, consistency, security, and performance considerations of modern distributed file systems, comparing classic solutions like NFS and GFS with newer approaches such as Ceph.

ArchitectureConsistencyStorage
0 likes · 20 min read
What Makes Distributed File Systems Tick? Design Principles and Trade‑offs
ITFLY8 Architecture Home
ITFLY8 Architecture Home
May 9, 2017 · Fundamentals

Exploring Popular Distributed File Systems: From GFS to FastDFS

This article surveys common distributed file systems such as GFS, HDFS, Lustre, Ceph, GridFS, MogileFS, TFS, and FastDFS, explaining their origins, key characteristics, typical use cases, and practical considerations for large‑scale storage.

CephGFSdistributed file systems
0 likes · 7 min read
Exploring Popular Distributed File Systems: From GFS to FastDFS
MaGe Linux Operations
MaGe Linux Operations
Sep 23, 2014 · Fundamentals

Exploring Today’s Popular Distributed File Systems: Lustre, Hadoop, FastDFS, and More

This article provides a concise overview of several widely-used distributed file systems—including Lustre, Hadoop, MogileFS, FreeNAS, FastDFS, NFS, OpenAFS, MooseFS, pNFS, and GoogleFS—highlighting their origins, key features, supported platforms, and typical use cases.

FastDFSHadoopLinux
0 likes · 8 min read
Exploring Today’s Popular Distributed File Systems: Lustre, Hadoop, FastDFS, and More
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