RAPID: PCIe-like Performance from a SATA SSD

The software story around Samsung's SSD 840 EVO is quite possibly the strongest we've ever seen from an SSD manufacturer. Samsung's SSD Magician got a major update not too long ago, giving it a downright awesome UI. Magician gives you access to SMART details about your drive and provides decent visualization of things like total host writes. I'd love to see the inclusion of total NAND writes reported somewhere, as reporting host writes alone doesn't take into account write amplification and can give a false sense of security for those users deploying drives into very write intensive environments. There's a prominent drive health indicator which is tied to NAND wear and should draw a lot of attention to itself should things get bad. Samsung's SSD Magician also includes a built in benchmark, controllable overprovisioning and secure erase functionality.

Samsung sent us a beta of the next version of its Magician software (4.2) which includes support for RAPID mode (Real-time Accelerated Processing of I/O Data). RAPID is a feature exclusive to the EVO (for now) and comes courtesy of Samsung's NVELO acquisition from last year. As NVELO focused on NAND caching software, you shouldn't be too surprised by RAPID's role in improving storage performance. Unlike traditional SSD caches however that use NAND to cache mechanical storage, RAPID is designed to further improve the performance of an SSD and not make a HDD more SSD-like. RAPID uses some of your system memory and CPU resources to cache hot data, serving it out of DRAM rather than your SSD.

The architecture is rather simple to understand. Enabling RAPID installs a filter driver on your Windows machine that keeps track of all reads/writes to a single EVO (RAPID only supports caching a single drive today). The filter driver looks at both file types/sizes and LBAs, but it fundamentally caches at the block level (it simply gets hints from the filesystem to determine what to cache). File types that are meaningless to cache are automatically excluded (think very large media files), but things like Outlook PST files are prime targets for caching. Since RAPID works at the block level you can cache frequently used parts of a file, rather than having to worry about a file being too big for the cache.

The cache resides in main memory and is allocated out of non-paged kernel memory. In fact, that's the easiest way to determine whether or not RAPID is actually working - you'll see non-paged kernel memory jump in size after about a minute of idle time on your machine:

Presently RAPID will use no more than 25% of system memory or 1GB, whichever comes first. Both reads and writes are cached, but in different ways. The read cache works as you'd expect, while RAPID more accurately does something like buffering/combining for writes. Reads are simple to cache (just look at what addresses are frequently accessed and draw those into the cache), but writes offer a different set of challenges. If you write to DRAM first and write back to the SSD you run the risk of losing a ton of data in the event of a crash or power failure. Although RAPID obeys flush commands, there's always the risk that anything pending could be lost in a system crash. Recognizing this potential, Samsung tells me that RAPID tries to instead focus on combining low queue depth writes into much larger bundles of data that can be written more like large transfers across many NAND die. To test this theory I ran our 4KB random write IOmeter test at a queue depth of 1 with RAPID enabled and disabled:

Samsung SSD 840 EVO 250GB - 4K Random Write, QD1, 8GB LBA Space
  IOPS MB/s Average Latency Max Latency CPU Utilization
RAPID Disabled 22769.31 93.26 MB/s 0.0435 ms 0.7512 ms 13.81%
RAPID Enabled 73466.28 300.92 MB/s 0.0135 ms 31.4259 ms 31.18%

Write coalescing seems to work extremely well here. With RAPID enabled the system sees even better random write performance than it would at a queue depth of 32. Average latency drops although the max observed latency was definitely higher. I've seen max latency peaks as high as 10ms on the EVO, so the increase in max latency is a bit less severe than what the data here indicates (but it's still large).

My test system uses a quad-core Sandy Bridge, so we're looking at an additional 60 - 70% CPU load on a single core when running an unconstrained IO workload. In real world scenarios I'd expect that impact to be much lower, but there's no getting around the fact that you're spending extra cycles on doing this DRAM caching. RAPID will revert into a pass-through mode if the CPU is already tied up doing other things. The technology is really designed to make use of excess CPU and DRAM in modern day PCs.

The potential performance upside is tremendous. While the EVO is ultimately limited by the performance of 6Gbps SATA, any requests serviced out of main memory are limited by the speed of your DRAM. In practice I never saw more than 4 - 5GB/s out of the cache, but that's still an order of magnitude better than what you'd get from the SSD itself. I ran a couple of tests with and without RAPID enabled to further characterize the performance gains:

Samsung SSD 840 EVO 250GB
  PCMark 7 Secondary Storage Score ATSB - Heavy 2011 Workload (Avg Data Rate) ATSB - Heavy 2011 Workload (Avg Service Time) ATSB - Light 2011 Workload (Avg Data Rate) ATSB - Light 2011 Workload (Avg Service Time)
RAPID Disabled 5414 229.6 MB/s 1101.0 µs 338.3 MB/s 331.4 µs
RAPID Enabled 5977 307.7 MB/s 247.0 µs 597.7 MB/s 145.4 µs
% Increase 10.4% 34.0%   75.0%  

The gains in these tests range from only 10% in PCMark 7 to as much as 75% in our Light 2011 workload. I'm in the process of running a RAPID enabled drive against our Destroyer benchmark to see how it fares there. In our two storage bench tests here the impact is actually mostly on the write side, average performance actually regresses slightly in both cases. I'm not entirely sure why that is other than both of these tests were designed to be a bit more write intensive than normal in order to really stress the weaknesses on SSDs at the time. To make sure that reads could indeed be cached I ran ATTO at a couple of different test sizes, starting with our standard 2GB test:

ATTO makes for a great test because we can see the impact transfer size has on RAPID's caching algorithms. Here we see pretty much no improvement until transfers get larger than 32KB, indicating an optimization for caching large block sequential reads. Note that even though ATTO's test file is 2GB in size (and RAPID's cache is limited to 1GB) we're still able to see some increase in performance. At best RAPID boosts sequential read performance by 34%, driving the 250GB EVO beyond 700MB/s. Since the test file is larger than the maximum size of the cache we're ultimately limited by the performance of the EVO itself.

Writes show a different optimization point. Here we see big uplift above 4KB transfer sizes but more or less the same performance once we move to large block sequential transfers. Again this makes sense as Samsung would want to coalesce small writes into large blocks it can burst across many NAND die, but caching large sequential transfers is just risking potential data loss in the event of a crash/unexpected power loss. Here the potential uplift is even larger - nearly 60% over the RAPID-disabled configuration.

To see what would happen if the entire workload could fit within a 1GB cache I reduced the size of ATTO's test set to 512MB and re-ran the tests:

Oh man. Here performance just shoots through the roof. Max sequential read performance tops out at 3.8GB/s. Note that once again we don't RAPID attempting to cache any smaller transfers, only large sequential transfers are of interest. Towards the end of the curve performance appears to regress when the transfer size exceeds 1MB. What's actually happening is RAPID's performance is exceeding the variable ATTO uses to store its instantaneous performance results. What we're seeing here is a 32-bit integer wrapping itself. 

Writes see similarly insane increases in performance. Here the best performance is north of 4GB/s. When the entire workload can fit in the cache, Samsung appears to relax some of its feelings about not caching large transfers unfortunately. The focus extends beyond just small file writes and we see nearly 4GB/s when we're transferring 8MB of data at a time. We're likely also seeing the same issue where RAPID's performance is so high that it's overflowing the 32-bit integer ATTO uses to report it.

While I appreciate the tremendous increase in both read and write performance, part of me wishes that Samsung would be more conservative in buffering writes. Although the cache map is stored on the C: drive and is persistent across boots, any crash or power loss with uncommitted (non-flushed) writes in the DRAM cache runs the risk of not making it to disk. Samsung is quick to point out that Windows issues flush commands regularly, so the risk should be as low as possible, but you're still risking more than had you not deployed another DRAM cache. If you've got a stable system connected to a UPS (or a notebook on a battery) this will sound like paranoia, but it's still a concern. 

If, however, you want to get PCIe-like SSD speeds without shelling out the money for a PCIe SSD, Samsung's RAPID is the closest you'll get.

TurboWrite: MLC Performance on a TLC Drive Performance Consistency & Testing TRIM
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  • Timur Born - Sunday, July 28, 2013 - link

    Just did a quick test: On my 8 gb RAM system Windows 8 uses quite exactly 1 gb for write caching and all available RAM for read caching. It doesn't matter whether the 1 gb consist of one or several files and whether they fit into the cache as a whole or not (first 1 gb is cached if not).
  • 1Angelreloaded - Friday, July 26, 2013 - link

    Hold on a second correct me if I'm wrong on this paradox. Did Samsung not scale back on NAND production in order to drive the price up for greater bloated profits, now as stated in Korea press conference they want "SSDs for everyone". WTF is going on here, and why are SSDs not at more reasonable pricing by now about .33cents per gig.?They had a complete shot at burying HDDs after the flood and the price hike.
  • FunBunny2 - Friday, July 26, 2013 - link

    Don't confuse capitalists with intelligence. They look at unit margin and ignore gross profit. IOW, they'd rather sell 100 at $2 margin than 1,000 at $1 margin. They're stupid.
  • MrSpadge - Saturday, July 27, 2013 - link

    There's also the factor of marget saturation to take into account. You can't sell an infinite number of drives.
  • Notmyusualid - Friday, July 26, 2013 - link

    Exciting technology indeed! Impressive numbers, nice identification of spare computer resources, and put to good use too. I'd imagine this would be the go-to drive for most users...

    But I'd like my clocks available for my applications thanks.

    In addition, I'm not willing to put my data on any non-enterprise disk now, cost be damned. Burned too many times now.

    Interesting product though....
  • z28dreams - Friday, July 26, 2013 - link

    I recently saw the Plextor M5P (pro) for $190 on sale.

    If the 840 evo comes out in the same price range, which would be a better buy?

    It looks like the write seems of the M5P are better, but I'm not about overall performance.
  • K_Space - Friday, July 26, 2013 - link

    Help a noob here: How is Rapid any different to a custom nonvolatile RAM disk with your selected cached files stored on it & these being written to the SSD at an interval? Is it mainly because Rapid can writes in blocks and it's more intelligent in its choice of cached files?
  • wpapolis - Saturday, July 27, 2013 - link

    Hey there all,

    I have a MacBook 13" from late 2008, the first gen of the unibody construction (Model MB467*/A).

    My bus speed is SATA 3Gbit/s.

    What's the best SSD for me?

    Trim doesn't work automatically for me, though I have found the commands to use in terminal to enable it.

    This Samsung drives looks really good, but it seems like I won't be able to use RAPID, or perhaps even TRIM. Plus I am limited by my bus speed. Should I still go for this Samsung just because the price might be the same as lower featured alternatives?

    What do you guys suggest? I want one in the 250GB range.

    Thanks,

    Bill
  • TheinsanegamerN - Saturday, July 27, 2013 - link

    if you have a mac, the samsung is your best bet. TRIM can be enabled quite easily on a mac if it is not done automatically, so you can use trim. as for RAPID, it replaces window's terrible i/o caching process. osx does not have this problem, so you dont have to worry about that. now, the sata2 interface will be a bottleneck, but it will still be much faster than a hard drive. id go for either this evo drive or the 840 250gb
  • wpapolis - Saturday, July 27, 2013 - link

    Yes, you reaffirmed what I was already thinking.

    Plus, when I upgrade this MacBook, I have the option to move the drive. Though, I have to say, performance is still pretty good, but each OS upgrade seems to make things a bit more sluggish.

    With 8GB RAM, and a current SSD, things should be good for a bit longer.

    Thanks for the feedback,

    Bill

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