Scale-Out Big Data Benchmark: ElasticSearch

ElasticSearch is an open source, full text search engine that can be run on a cluster relatively easy. It's basically like an open source version of Google Search that can be deployed in an enterprise. It should be one of the poster-children of scale-out software and is one of the representatives of the so called "Big Data" technologies. Thanks to Kirth Lammens, one of the talented researchers at my lab, we have developed a benchmark that searches through all the Wikipedia content (+/- 40GB). Elasticsearch is – like many Big Data technologies – built on Java.

We are not sure why, but installing IBM's JDK caused a lot of headaches. For some reason the JVM stopped working in the middle of our tests. We got the same behavior running Apache Spark. This could be a result of our lack of experience with the IBM JDK, or the fact that the Linux LE ecosytem is still young. To cut a long story short, we ended up useing OpenJDK 8, which is part of the Ubuntu 15.04 distribution. OpenJDK is very similar to and based upon the same code as Oracle's HotSpot JDK.

We limited the systems to one socket to avoid the issues associated with garbage collection pauses and other scaling issues. There is reason why many Java benchmarks on these massive machines are using multiple JVMs.

Elastic Search

Although the POWER8 can probably perform a bit better with the IBM JDK, performance is in the same league as the best Xeons. Meanwhile as a further point of comparison we also included the score of the Xeon D from our previous article.

Database Performance: MySQL Energy and Pricing
Comments Locked

146 Comments

View All Comments

  • JohanAnandtech - Wednesday, November 11, 2015 - link

    I did not know you used 7500x3500, my testing was inspired on what the rest of the benchmarking community (Phoronix, Serverthehome) was using (obviously, 1024x768 is too small for current servers).

    http://www.anandtech.com/show/9567/the-power-8-rev...
    This answers your question about threads, right?
  • JohanAnandtech - Wednesday, November 11, 2015 - link

    Oh yes, changed the link. Thanks for the feedback!
  • mapesdhs - Thursday, November 12, 2015 - link

    Most welcome! And I really should move the more complex tests to the top of the page...

    Oh, my wording about threads was not what I'd intended. What I meant was, the no. of threads being larger than the supported no. of hardware threads. Thus, for a 12-core Power8 with 8 threads per core, try using 192 or 384 threads, instead of just the nominal 96 one might assume would make sense.

    Ian.
  • MB13 - Wednesday, November 11, 2015 - link

    POWER8 is full of innovation and brings change! An S812LC only costs $6,595 from IBM's external website! http://www-03.ibm.com/systems/power/hardware/s812l...

    The Power scale out boxes will save on your running and software costs as you can reduce your software licensing and server footprint.

    With the OpenPOWER Foundation, you now have companies such as Tyan and Wistron who also create their own POWER8 servers and sell them independently of IBM. If you have not looked at The OpenPOWER Foundation and the innovation it brings through community and collaboration, your missing out big time!

    There is change! Don't get left behind!
  • MB13 - Wednesday, November 11, 2015 - link

    and don't forget - POWER8 runs Little Endian and support the latest versions of RedHat, SUSE and Ubuntu!
    The OpenPOWER servers are Linux only!
  • Gasaraki88 - Wednesday, November 11, 2015 - link

    It's funny how this article is trying to "sell" me the system but I'm still not impressed. Costs more, less performance, and uses more power at idle and load than the Intel system.
  • nils_ - Thursday, November 12, 2015 - link

    What I found the most off putting is that you have to do a lot of work to get some things running with Linux. That's a big cost factor.
  • nils_ - Thursday, November 12, 2015 - link

    Having a lot of software that isn't really well ported is probably going to remain a problem for Power8 for years to come since so few people have access to these kinds of systems and the cost is prohibitive. The great thing with x86 and ARM is that you can use it at home/work pretty easily without shelling out a lot of money. On x86 you can be sure if your software builds locally and runs locally it will also run on your server.
  • svj - Thursday, November 12, 2015 - link

    Well written articles.

    1. I submit that the headline is misleading. Intel x86 does not compete with POWER at the high end. POWER L & LC line of servers are comparable to x86 based servers. IBM POWER is taking the battle to Intel's home turf.
    2. The analysis leaves out cost of SW. Many organizations use commercial software which are priced per core. If POWER can do with 10 cores what Intel does with 18 cores, that means HUGE savings.
    3. OPEN POWER is a huge move. I think the market will start seeing the results soon.
  • alpha754293 - Thursday, November 12, 2015 - link

    An excellent review as always Johan. (haha...to zeeBomb. It is my understanding that Johan doesn't post probably as often as he might have otherwise like to because testing servers/enterprise computing solutions takes a LOT longer than testing/benching consumer-level systems. Some of the HPC applications that I run takes hours to days for each run, so when you're running it, you're running those tests over and over again, and before you know it, a month has gone by (or you've ran out of time with the system) or you have to purposely cut it short so that you can test a variety of software.)

    It's unfortunate that IBM never ported AIX to x86 (unlike Solaris.) I think that there would be more people trying to get into it if the cost of entry (even just to learn) isn't so high. I've looked at getting an old POWER4 system before for that purpose, but by then, the systems are so old and slow that it's like "what's the point?" I think that IBM is literally pricing themselves into extinction (along with their entire hardware/software ecosystem). Unfortunately for many businesses, AIX POWER servers still run their mainframe/backend which means that if you want to get paid $100k+ outta college - go learn AIX on POWER. As the current generation of sysadmins are starting to age and retire out, and they're going to have a hard time finding qualified people, the only way eventually would be that they would have to pay top dollar just to attract people into the field. (Unless they decide to move everything over to the x86/Xeon/Linux world. But for some mainframes (like financial institutions), that's DEFINITELY easier said than don).

Log in

Don't have an account? Sign up now