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Category: All Flash Arrays

All Flash Arrays: Scale Up vs Scale Out (Part 2)

Signpost at a fork in the road representing the choice between scale-up and scale-out storage architectures

Scale-out adds performance by adding controller pairs, but forces unnecessary hardware spend when only capacity is needed. Combining independent scale-up and scale-out is the architecture that makes composable storage possible.

flashdba All Flash Arrays, Blog, Storage, Storage for DBAs Leave a comment November 1, 2017June 6, 2026 4 Minutes

All Flash Arrays: Scale Up vs Scale Out (Part 1)

Buildings of different heights representing the trade-off between scale-up and scale-out storage architecture strategies

Enterprise storage has two independent requirements: capacity and performance. Scale-up-only architectures struggle to address both – hitting metadata and DRAM ceilings before either dimension is adequately satisfied.

flashdba All Flash Arrays, Blog, Storage, Storage for DBAs 2 Comments May 9, 2017June 10, 2026 7 Minutes

All Flash Arrays: Active/Active versus Active/Passive

Runners in a race – representing the active/active vs active/passive controller performance trade-off

Active/passive architecture limits a storage array to 50% of its available controller performance – and costs more per unit of throughput than a true active/active design.

flashdba All Flash Arrays, Blog, Storage, Storage for DBAs 11 Comments October 19, 2016June 6, 2026 6 Minutes

All Flash Arrays: Controllers Are The New Bottleneck

Road narrowing to a bottleneck – representing how flash storage shifted the performance constraint from disk media to array controllers

When flash eliminated mechanical latency, the bottleneck moved – from the persistence layer to the controllers. Deduplication and data reduction now place crushing demands on controller CPU and DRAM.

flashdba All Flash Arrays, Blog, Storage, Storage for DBAs 6 Comments July 6, 2016June 6, 2026 5 Minutes

All Flash Arrays: Hybrid Means Compromise

Hybrid flash arrays promise the best of disk and flash, but they exist only to bridge a gap that is already closing. This article uses the hybrid electric vehicle as a lens to argue that HFAs are a transitory solution – and that the gap is closing faster than they can fill it.

flashdba All Flash Arrays, Blog, Storage, Storage for DBAs 7 Comments January 7, 2016June 5, 2026 4 Minutes

All Flash Arrays: SSD-based versus Ground-Up Design

Should an all flash array use commodity SSDs or custom flash modules? This article compares the two architectures across time-to-market, economics of scale and design agility – and explains why the answer isn't as obvious as it might seem.

flashdba All Flash Arrays, Blog, Storage, Storage for DBAs 5 Comments October 14, 2015June 5, 2026 6 Minutes

All Flash Arrays: Where’s My Capacity? Effective, Usable and Raw Explained

All flash array vendors quote capacity in three very different ways – raw, usable and effective. This article explains the differences, warns against vendor smoke and mirrors, and argues that usable capacity at 1:1 reduction is the only figure that matters when buying.

flashdba All Flash Arrays, Blog, Storage, Storage for DBAs 2 Comments October 6, 2015June 5, 2026 7 Minutes

All Flash Arrays: Can’t I Just Stick Some SSDs In My Disk Array?

Filling a legacy disk array with SSDs doesn't make it a true all flash array. This article builds a disk array from first principles to show why every architectural decision made for disk turns out to be the wrong one for flash.

flashdba All Flash Arrays, Blog, Storage, Storage for DBAs 6 Comments August 18, 2015June 4, 2026 7 Minutes

All Flash Arrays: What Is An AFA?

All Flash Arrays - Hybrid, SSD-based or Ground-Up

All flash arrays come in three distinct categories: hybrid, SSD-based and ground-up designs. This article explains the differences, cuts through competing industry definitions from IDC and Gartner, and sets out a clear definition for what actually qualifies as an AFA.

flashdba All Flash Arrays, Blog, Storage, Storage for DBAs Leave a comment June 25, 2015June 6, 2026 5 Minutes
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