BestHub
Sign in
Tagged articles
4 articles
Page 1 of 1
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.

Cache AccelerationCloud NativeGooseFS
0 likes · 12 min read
GooseFS + Lance: Accelerating Vector Storage for the AI Era
DataFunTalk
DataFunTalk
Aug 31, 2022 · Big Data

Alluxio Data Orchestration and Cache Acceleration in China Unicom: Use Cases and Performance Gains

This article presents Zhang Ce's detailed overview of Alluxio's deployment at China Unicom, covering cache acceleration, compute‑storage separation, mixed‑load workloads, and lightweight analysis, and demonstrates how these strategies dramatically improve performance, scalability, and cost efficiency for big data processing.

AlluxioCache AccelerationData Orchestration
0 likes · 19 min read
Alluxio Data Orchestration and Cache Acceleration in China Unicom: Use Cases and Performance Gains
Architects' Tech Alliance
Architects' Tech Alliance
Jun 19, 2019 · Industry Insights

How IO Aggregation, RAID Choices, and Workload Types Shape Storage Performance

This article provides a comprehensive technical analysis of storage performance, covering IO aggregation, RAID write penalties, workload models such as OLTP/OLAP/VDI/SPC‑1, read/write ratios, RAID level effects, sequential versus random IO, IO size, and cache acceleration, with practical formulas and diagrams to guide accurate capacity and performance planning.

Cache AccelerationIO aggregationIO size
0 likes · 15 min read
How IO Aggregation, RAID Choices, and Workload Types Shape Storage Performance
Architects' Tech Alliance
Architects' Tech Alliance
Nov 21, 2016 · Industry Insights

Why IO Aggregation and RAID Penalties Matter: Deep Dive into Storage Performance

This article explains how IO aggregation, RAID write penalties, and different business models such as OLTP, OLAP, VDI, and SPC‑1 affect storage performance, detailing FC bandwidth calculations, cache acceleration, and the impact of read/write ratios on RAID configurations to guide practical performance evaluation.

Business ModelsCache AccelerationFC bandwidth
0 likes · 19 min read
Why IO Aggregation and RAID Penalties Matter: Deep Dive into Storage Performance