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DataFunSummit
DataFunSummit
May 2, 2026 · Cloud Native

GooseFS + Lance: Accelerating Vector Storage for the AI Era

The article explains how GooseFS integrates with the Lance vector format to overcome the IO bottlenecks of object storage, detailing native acceleration mechanisms such as namespace catalog services, event‑driven warm caching, automatic compaction, native transactions, and page‑level caching that together deliver up to three‑fold performance gains for AI workloads.

AICache AccelerationCloud Native
0 likes · 12 min read
GooseFS + Lance: Accelerating Vector Storage for the AI Era
Tencent Cloud Developer
Tencent Cloud Developer
Sep 27, 2022 · Big Data

GooseFS: Accelerating Cloud Storage for Big Data and Data Lake Platforms

GooseFS, Tencent Cloud’s Hadoop‑compatible storage accelerator, adds a local NVMe‑SSD cache layer to cloud‑native data lakes, letting users boost query speeds by up to 46 % and cut backend bandwidth by 200 Gbps without code changes, as demonstrated by a music‑industry customer’s 200‑node deployment caching ten million files.

Cost reductionData LakeGooseFS
0 likes · 16 min read
GooseFS: Accelerating Cloud Storage for Big Data and Data Lake Platforms
Tencent Cloud Developer
Tencent Cloud Developer
Feb 28, 2022 · Big Data

GooseFS: Distributed Caching System for Storage-Compute Separation Architecture

GooseFS, Tencent Cloud’s distributed caching system for storage‑compute separation, links compute frameworks to underlying storage (COS, CHDFS, COSN) and boosts big‑data and AI workloads by 2‑10× through transparent acceleration, robust master‑worker architecture, Raft‑based HA, tiered caching, and metadata optimizations, delivering up to 50% cost savings and 29% faster compute jobs.

Big Data ArchitectureGooseFSRaft consensus
0 likes · 18 min read
GooseFS: Distributed Caching System for Storage-Compute Separation Architecture