I haven't seen it asked yet; what is feeding data into your elasticsearch? Depending on what you're doing to get it there, a large document size could easily bottleneck some feeding mechanisms. It's also noteable that some "green" spinning disks top out in the realm of 72MB/s. It might be useful to make sure that your feeding mechanism can handle more than 500 TPS.
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