Benchmark Configuration: Leopard Under Stress

To evaluate how the Leopard platform performs, we put it against two Haswell-powered alternatives: Intel's Decathlete reference platform, and a Dell R730. Please note that we did not have a power supply similar to the Dell R730 in-house, and PSUs with comparable efficiency failed to keep the 12V rail high enough, so the PSU of a Freedom node was used. Normally Leopard is powered by a power shelf with better efficiency, so power usage should be lower when deployed in a complete OR setup as compared to ours.


Leopard coupled to Freedom PSU

To test the servers with a workload similar to what is being run at Facebook, we selected the following benchmarks:

  • OLAP: a database workload built by a news aggregator website, putting stress on most of the system (CPU, RAM and disk)
  • ElasticSearch: search queries on an index of Wikipedia, a CPU and memory intensive workload
System Intel CPU RAM Disk PSU
FB Leopard E5-2670 v3 @ 2.30GHz Samsung 256 GB DDR4 2133MHz LRDIMM M386A4G40DM0-CPB Intel SSD DC S3500 240GB PowerOne SPAFCBK-01G
Dell R730 E5-2670 v3 @ 2.30GHz Samsung 265 GB DDR4 2133MHz LRDIMM M386A4G40DM0-CPB Intel SSD DC S3500 240GB Dell D495E-S1 495W 80Plus Platinum
Intel Decathlete v2 E5-2670 v3 @ 2.30GHz Samsung 265 GB DDR4 2133MHz LRDIMM M386A4G40DM0-CPB Intel SSD DC S3500 240GB Intel S1100ADU00 1100W 80Plus Platinum

All tests were executed over a 10GbE connection.

The Latest and Greatest: Leopard Benchmark Results
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  • Kevin G - Tuesday, April 28, 2015 - link

    Excellent article.

    The efficiency gains are apparent even using suboptimal PSU for benchmarking. (Though there are repeated concurrency values in the benchmarking tables. Is this intentional?)

    I'm looking forward to seeing a more compute node hardware based around Xeon-D, ARM and potentially even POWER8 if we're lucky. Options are never a bad thing.

    Kind of odd to see the Knox mass storage units, I would have thought that OCP storage would have gone the BackBlaze route with vertically mount disks for easier hot swap, density and cooling. All they'd need to develop would have been a proprietary backplane to handle the Kinetic disks from Seagate. Basic switching logic could also be put on the backplane so the only external networking would be high speed uplinks (40 Gbit QSFP+?).

    Speaking of the Kinetic disks, how is redundancy handled with a network facing drive? Does it get replicated by the host generating the data to multiple network disks for a virtual RAID1 redundancy? Is there an aggregator that handles data replication, scrubbing, drive restoration and distribution, sort of like a poor man's SAN controller? Also do the Kinetic drives have two Ethernet interfaces to emulate multi-pathing in the event of a switch failure (quick Googling didn't give me an answer either way)?

    The cold storage racks using Blu-ray discs in cartridges doesn't surprise me for archiving. The issue I'm puzzled with is the process how data gets moved to them. I've been under the impression that there was never enough write throughput to make migration meaningful. For a hypothetical example, by the time 20 TB of data has been written to the discs, over 20 TB has been generated that'd be added to the write queue. Essentially big data was too big to archive to disc or tape. Parallelism here would solve the throughput problem but that get expensive and takes more space in the data center that could be used for hot storage and compute.

    Do the Knox storage and Wedge networking hardware use the same PDU connectivity as the compute units?

    Are the 600 mm wide racks compatible use US Telecom rack width equipment (23" wide)? A few large OEMs offer equipment in that form factor and it'd be nice for a smaller company to mix and match hardware with OCP to suit their needs.
  • nils_ - Wednesday, April 29, 2015 - link

    You can use something like Ceph or HDFS for data redundancy which is kind of like RAID over network.
  • davegraham - Tuesday, April 28, 2015 - link

    Also, Juniper Networks has an ONIE-compliant OCP switch called the OCX1100 which is the only Tier1 switch manufacturer (e.g. Cisco, Arista, Brocade) to provide such a device.
  • floobit - Tuesday, April 28, 2015 - link

    This is very nice work. One of the best articles I've seen here all year. I think this points at the future state of server computing, but I really wonder if the more traditional datacenter model (VMware on beefy blades with a proprietary FC-connected SAN) can be integrated with this massively-distributed webapp model. Load-balancing and failovering is presumably done in the app layer, removing the need for hypervisors. As pretty as Oracle's recent marketing materials are, I'm pretty sure they don't have an HR app that can be load-balanced on the app layer in alongside an expense app and an ERP app. Maybe in another 10 years. Then again, I have started to see business suites where they host the whole thing for you, and this could be a model for their underlying infrastructure.
  • ggathagan - Tuesday, April 28, 2015 - link

    In the original article on these servers, it was stated that the PSU's were run on 277v, as opposed to 208v.
    277v involves three phase power wiring, which is common in commercial buildings, but usually restricted to HVAC-related equipment and lighting.
    That article stated that Facebook saved "about 3-4% of energy use, a result of lower power losses in the transmission lines."
    If the OpenRack carries that design over, companies will have to add the cost of bringing power 277v to the rack in order to realize that gain in efficiency.
  • sor - Wednesday, April 29, 2015 - link

    208 is 3 phase as well, generally 3x120v phases, with 208 tapping between phases or 120 available to neutral. Its very common for DC equipment. 277 to the rack IS less common, but you seemed to get hung up on the 3 phase part.
  • Casper42 - Monday, May 4, 2015 - link

    3 phase restricted to HVAC?
    Thats ridiculous, I see 3 Phase in DataCenters all the time.
    And Server vendors are now selling 277vAC PSUs for exactly this reason that FB mentions. Instead of converting the 480v main to 220 or 208, you just take a 277 feed right off the 3 phase and use it.
  • clehene - Tuesday, April 28, 2015 - link

    You mention a reported $2 Billion in savings, but the article you refer to states $1.2 Billion.
  • FlushedBubblyJock - Tuesday, April 28, 2015 - link

    One is the truth and the other is "NON Generally Accepted Accounting Procedures" aka it's lying equivalent.
  • wannes - Wednesday, April 29, 2015 - link

    Link corrected. Thanks!

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