Vowpal Wabbit – Ramdisk vs. EBS-Optimized SSD

Recently I started playing around with Vowpal Wabbit and various data sets. Vowpal Wabbit promises to be really fast, so much so that disk IO is one of the most common bottlenecks according to the author. I did a quick test to see if using a RAM disk would make Vowpal Wabbit’s training faster. However, a RAM disk is not a silver bullet that will make Vowpal Wabbit faster, at least in my quick testing.

Continue reading “Vowpal Wabbit – Ramdisk vs. EBS-Optimized SSD”