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.
Category: All Flash Arrays
All Flash Arrays: Scale Up vs Scale Out (Part 1)
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.
All Flash Arrays: Active/Active versus Active/Passive
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.
All Flash Arrays: Controllers Are The New Bottleneck
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.
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.
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.
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.
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.
All Flash Arrays: What Is An AFA?
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.








