Hi Dave,
  I am looking into the Accumulo/Hadoop configuration.  Hopefully it is as 
simple as getting the settings the same. The hardware configurations is: Dual 
Xeon Platinum 8260 2.4 GHz 48 cores, DDR4 2.93 GHz 192 GB RAM.  I am looking 
into the disk specs, but that shouldn't matter since the writes are only a few 
megabytes.  I also just tested on some older hardware that is closer to what 
was used in the 2014 paper, and the single process ingest rate is ~8x slower.

Has anyone done any recent benchmarking of Accumulo 1.10+?

Regards.  -Jeremy


> On Jun 5, 2021, at 7:08 PM, Dave Marion <[email protected]> wrote:
> 
> Jeremy,
> 
>  Are you able to share any details about the hardware and the Accumulo
> configuration? Is the Accumulo/Hadoop configuration the same as the prior
> test (no replication, WAL turned off, batch writer configuration, etc.)
> 
> Dave
> 
> On Sat, Jun 5, 2021 at 6:12 PM Kepner, Jeremy - LLSC - MITLL <
> [email protected]> wrote:
> 
>> Has anyone benchmarked Accumulo 1.10.1? I have been looking into repeating
>> the measurements we did in 2014 with Accumulo 1.5 (
>> https://arxiv.org/abs/1406.4923) using Accumulo 1.10.1 on a bigger system
>> with more modern hardware.  Unfortunately, when I repeat the single node
>> measurements, there is no performance improvement from having multiple
>> ingestors inserting into different presplits of a table.  I get 120K
>> inserts/sec with one ingestor and 2x60K inserts/sec with two ingestors.  In
>> 2014 we got linear speedup to ~6 ingestors, providing ~600K inserts/sec on
>> a single node.
>> 
>> Regards.  -Jeremy

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