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How To Use a Terabyte of RAM

Spuddly writes with links to Daniel Philips and his work on the Ramback patch, and an analysis of it by Jonathan Corbet up on LWN. The experimental new design for Linux's virtual memory system would turn a large amount of system RAM into a fast RAM disk with automatic sync to magnetic media. We haven't yet reached a point where systems, even high-end boxes, come with a terabyte of installed memory, but perhaps it's not too soon to start thinking about how to handle that much memory.

26 of 424 comments (clear)

  1. Memory usage by qoncept · · Score: 4, Interesting

    I would think that, since we aren't even close to having boxes with more memory than we actively use, and RAM isn't growing any faster than we are using it up, that using it as a "disk" is even further off than the article would seem to imply.

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    Whale
    1. Re:Memory usage by wizardforce · · Score: 5, Interesting

      since we aren't even close to having boxes with more memory than we actively use
      640k should be enough for anyone. you do realize that the fact that computer manufacturers are happy bundling over 2 gigs of RAM in a default install so it runs Vista all prettily gives the linux users of us a fantastic advantage when we don't use anywhere near that on a regular basis. there are already linux distros that are small enough as to be sitting entirely in RAM, some even small enough to run on the L2+3 cache if you like. being able to do things like this is going to be a major advantage.
      --
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    2. Re:Memory usage by Anonymous Coward · · Score: 1, Interesting
    3. Re:Memory usage by geekoid · · Score: 2, Interesting

      well I wish 64 Bit would get pushed and 32 Bit activly phased out. as in, stop making it.

      I can get a 64bit mobo, 64bit proc, and still ahve problem finding on that can take more then 8Gigs of ram.

      I want to load up my games into a ram disk and play them from their. I've didi it in the bad ol'/good ol' days. I want to put a 2 hour movie entirely in RAM. I want 100+gigabytes of RAM, damn it. I've beens tuck at 4 Gigs for years. ENough already.

      also, I want a pony.

      --
      The Kruger Dunning explains most post on /. http://en.wikipedia.org/wiki/Dunning%E2%80%93Kruger_effect
  2. Re:You only need 16GB of RAM for this to be useful by Dolda2000 · · Score: 2, Interesting
    Yeah, imagine, then, to be able to use such a fast disk as your swap device! That'll make your system swiftz0rs. Or, hey, wait a minute...

    In all honesty, though, I don't really get the point of this. Isn't the buffer cache already supposed to be doing kind of the same thing, only with a less strict mapping?

  3. What about copy-on-write for executables? by Enleth · · Score: 3, Interesting

    I'm using regular ramdisks initalized with data on bootup, composited with temporary, empty disk partitions using unionfs and synchronized back to their real partitions on powerdown, so that I have an extremely fast read time for most things contained on such a disk and conventional write-reread times. However, the problem is that for the upper layers of the kernel, those ramdisks are not RAM at all, just some other block device around - and when it comes to loading executables and libraries, they are copied, well, from memory to memory. What's missing is some way to tell the damn thing to use the data pages that already are there and issue a copy-on-write only when required. If this mechanism can do that - well, I'll be in as soon as they make it a little bit more fault-tolerant.

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  4. Re:You only need 16GB of RAM for this to be useful by Ed+Avis · · Score: 2, Interesting

    Database systems use that sort of thing all the time, telling the kernel not to bother caching their file I/O but send it straight to disk (of course, they have their own cache configured by the database administrator). Typically if it needs to scan table more than the size of available memory, it reads the data from start to finish off the disk but doesn't cache any of it.

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    -- Ed Avis ed@membled.com
  5. Not so far off by Guspaz · · Score: 3, Interesting

    Current high-end server boards support up to 64GB of RAM (16 slots, 4GB DIMMs).

    By Moore's Law, we should hit 1TB in a high-end server 6 years, high-end desktops (assume 8GB of RAM, currently selling for $180 CAD) in 10.5 years, and the average midrange desktop (assume 2GB of RAM, currently selling for $45 CAD) in 13.5 years.

    We might be a while off in consumer applications, but for high-end servers, 6 years doesn't seem very far away.

  6. Video Streaming Server by JoeRandomHacker · · Score: 3, Interesting

    Check out the specs on the Motorola (formerly BroadBus) B-1 Video Server:

    http://www.motorola.com/content.jsp?globalObjectId=7727-10991-10997

    Sounds like a good use for a terabyte of RAM to me.

    Disclosure: I currently work for Motorola, but I don't speak for them, and don't have any involvement with this product beyond salivating over it when it was announced that we were buying BroadBus.

  7. We'll be there soon enough. by darkmeridian · · Score: 2, Interesting

    Ten years ago, my PC had 8 megs of system RAM. My laptop now has four gigs of RAM. In ten more years, I am sure we'll have a terabyte of RAM.

    --
    A NYC lawyer blogs. http://www.chuangblog.com/
  8. take it to the next step... by ecloud · · Score: 4, Interesting

    If you are planning on having a few minutes' worth of UPS backup then why would you need to write to the hard drive continuously? Keep the hard drive spun down (saving power). If the system is being shut down, or AC power fails, then spin up the drive and make a backup of your ramdisk, thus being ready to restore when the power comes back up.

    Next step beyond that: stop using a filesystem at runtime. Just assume your data can all fit in memory (why not, if you have a terabyte of it?) This simplifies the code and prevents a lot of duplication (why copy from RAM to RAM, just to make the distinction that one part of RAM is a filesystem and another part is the working copy?) But you will need a simple way to serialize the data to disk in case of power-down, and a simple way to restore it. This does not need to be a multi-threaded, online operation: when the system is going down you can cease all operations and just concentrate on doing the archival.

    This assumption changes software design pretty fundamentally. Relational databases for example have historically been all about leaving the data on the disk and yet still fetching query results efficiently, with as little RAM as necessary.

    Next step beyond that: system RAM will become non-volatile, and the disk can go away. The serialization code is now used only for making backups across the network.

    Now think about how that could obsolete the old Unix paradigm that everything is a file.

  9. Re:You only need 16GB of RAM for this to be useful by Anonymous Coward · · Score: 5, Interesting

    Did I hear a summer of code application?

  10. Re-inventing the disk cache wheel by flyingfsck · · Score: 3, Interesting

    Geez, I wrote a floppy disk cache driver as a programming homework exercise in the 1980s. Talk of re-inventing the wheel...

    --
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  11. Re:1 TB of memory... by jrockway · · Score: 4, Interesting

    It's interesting how times have changed. Over the years, emacs has used pretty much the same amount of memory. (My big emacs with erc and gnus is using about 67M right now. Firefox is using 1.7G.)

    In the 80s, the overhead of a lisp machine just to make your application customizable was absurd (hence the emacs jokes). Writing an editor all in C was a great idea. Speed! Memory savings! This approach made vi very popular.

    Now that it's 2008 and every new computer has a few gigs of RAM, it's not so absurd to write an editor in a dynamic language running on top of a minimal core. An experienced elisp coder can add non-trival functionality to emacs in just a few hours. emacs makes that easy and enjoyable.

    vi(m) may use less memory, but that just doesn't matter anymore. If you want to customize it (non-trivially), you have to hack vim and recompile. So while emacs jokes are hilarious, it dates you to the early 80s. There is no reason to write tiny apps in assembly anymore. Big apps that can be extended are a much better approach.

    --
    My other car is first.
  12. Re:1 TB of memory... by Bandman · · Score: 4, Interesting

    virtual machines. lots of 'em

  13. Re:Cache as RAM, RAM as hard disk by darkpixel2k · · Score: 2, Interesting

    Use a large geographically distributed cluster with the ability to pxe boot off each other.

    Then a power outage wouldn't be an issue. Power comes up, machine PXE boots off a machine in a neighboring town, state, country, whatever.

    I know--not really feasible, but you'd be the king of basement dwellers if you could pull it off...

    --
    There's no place like ::1 (I've completed my transition to IPv6)
  14. Floating point voxel octree Google Earth by heroine · · Score: 3, Interesting

    Still think the floating point voxel octree version of Google Earth will use that memory before any ramdisk gets it.

  15. Re:1 TB of memory... by Digi-John · · Score: 2, Interesting

    I see by your sig that you're a Lisp programmer :)
    I don't program much in Lisp, although I have some familiarity with it, but on Linux my editor and my window manager are both written in Lisp: emacs and stumpwm. They work quite well... stumpwm includes an entire lisp interpreter in its binary and comes in at just 33M; you can hit C-t : at any time to evaluate a Common Lisp expression, and of course the window manager can be modified on the fly if you're a leet haxxor.

    --
    Klingon programs don't timeshare, they battle for supremacy.
  16. Re:You only need 16GB of RAM for this to be useful by dougmc · · Score: 2, Interesting
    An Azul Vega 2 7280 can have up to 768 MB of RAM -- and fits in 14U of rack space. It also has up to 16 cpus giving you a total of 768 cores. Crazy stuff!


    Granted, it doesn't run Linux (or if it does, it's kept hidden from the user.) But with these awesome specifications, I have to wonder why they don't just sell general purpose computers -- people would port Linux to them, and they'd clean up! Is there something special about their processors that they're good at doing java or what?

  17. Re:You only need 16GB of RAM for this to be useful by beuges · · Score: 4, Interesting

    Yeah, except Vista already does aggressive caching and makes full use of RAM that isn't currently being used by applications, but slashdot keeps going on about how its a bloated piece of crap that uses 2GB of RAM when idle. Yet they don't complain that their system runs a lot smoother thanks to prefetching which analyses program usage and preloads (in the background) data that it anticipates being loaded from disk in the future.

    Here's a question... if you actually had a system that had 1TB of RAM, wouldn't you like to see a lot of your hard drive contents being loaded into RAM in the background because you have the RAM to store it, and you know that it can be discarded at any time because its just cache memory and not committed memory? I mean, you've gone to all the trouble and cost of getting yourself that much RAM... do you ONLY want to ever make use of it all on the rare occasion you need to edit a 500megapixel picture in photoshop? Do you want your ram to sit idle the rest of the time, and have your hard drive grind away because /. would rather see the OS use 100mb of ram at idle and have the rest doing nothing?

  18. Speed vs tmpfs? by SanityInAnarchy · · Score: 5, Interesting

    How it seems to work:

    Actual "ramdisk" -- that is, like /dev/rd -- that is, appears as a block device. You can run whatever filesystem you want on it, but it's still serializing and writing out to... well, RAM, in this case. No sane way for the kernel to free space on that "disk" that's not actually used.

    How I wish it worked:

    No Linux that I know of has used an actual ramdisk in forever. Instead, we use tmpfs -- a filesystem which actually grows or shrinks to our needs, up to an optional configurable maximum size. It'll use swap if available/needed. It's basically a RAM filesystem, instead of a RAM disk.

    Even initrds are dead now -- we use initramfs. Basically, instead of the kernel booting and reading a ramdisk image directly to /dev/rd0, it instead boots and unpacks a cpio archive (like a tarball, but different/better/worse) into a tmpfs filesystem, and uses that.

    So, how I would like this to work is, use a tmpfs filesystem -- as I suspect it will be faster, and in any case simpler, than a ramdisk -- and back it to a real filesystem on-disk. The only challenge here is that it's not as deterministic -- it would be more like a cp than a dd.

    An even better (crazier) idea:

    Use a filesystem like XFS or Reiser4 -- something which delays allocation until a flush. In either case, it would take a bit of tweaking -- you want to make sure no writes, or fsyncs, block while writing to disk, so long as the power is on -- but you'll hopefully already be caching an obscene amount anyway, so reads will be fast.

    In this case, forcing everything out to disk could be as simple as "mount / -o remount,sync" -- or something similar -- forcing an immediate sync, and all future writes to be synchronous.

    Conclusion:

    Either of the two ideas I suggested should work, and could perform better than a traditional ramdisk. If it is, in fact, a simple disk-backed ramdisk (not ram filesystem), then it's both not as flexible (what if your app suddenly wants 50 gigs of RAM in application space?) and a bit of a hack -- probably a hack around traditional disk-backed filesystems not being able to take advantage of so much RAM by themselves.

    In fact, glancing back at TFA, it seems there are some inherent reliability concerns, too:

    If UPS power runs out while ramback still holds unflushed dirty data then things get ugly. Hopefully a fsck -f will be able to pull something useful out of the mess. (This is where you might want to be running Ext3.)

    Now, true, this should never happen, but in the event it does, the inherent problem here is that the ramdisk doesn't know anything about the filesystem, and so it doesn't know in what order it should be writing stuff to disk. Ext3 journaling makes NO sense for a ramdisk when the ramdisk itself knows nothing about the journal -- the journal is just going to slow down the RAM-based operation. Compare this to a sync call to XFS -- individual files might be corrupted, but all the writes will be journaled in some way, so at least the filesystem structure will be intact.

    This gets even better with something like Reiser4's (vaporware) transaction API. If the application can define a transaction at the filesystem level, then this consistent-dump-to-disk will happen at the application level, too. Which means that while it would certainly suck to have a UPS fail, it wouldn't be much worse than the same happening to a non-ramdisk device, at least as far as consistency goes. (Some data will be lost, no way around that, but at least this way, some data will be fine.)

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  19. DSOrganize by tepples · · Score: 2, Interesting

    I'm curious, how often do you bring up vi on your mp3 player? I play .ogg and .mp3 on a PDA made by Nintendo, on which I also use a text editor (although not vi or Emacs). It has 4 MB of RAM and a 1 GB microSD card.
  20. Some of us do have access to 1TB or more of RAM by Colin+Smith · · Score: 4, Interesting

    Well, closer to 1.2 TB. 40 systems with 32Gb each. Want to know what it's used for? Disk cache... It's virtually all I/O buffer.

    All RAM is used as cache anyway. When an application allocates some RAM, it's in lieu of directly manipulating the permanent (disk) storage because it's horribly horribly slow. That's really an operating system failure. Network file systems, disk, RAM should all be completely transparent, the OS should abstract all that away and allow application programmers to handle it simply as storage.

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    Deleted
    1. Re:Some of us do have access to 1TB or more of RAM by kesuki · · Score: 3, Interesting

      you know, this subject (1 TB RAM) brings up an annoying point, every year RAM access has gotten slower and slower relative to the CPU. when you bought a 486 computer, the RAM and Processor were running essentially at the same speed if the CPU needed data, as fast as it could be transfered from disc to ram was good enough, the cpu never hit cycles where the ram couldn't keep up with cached data and would miss a cycle for the want of data. But every new system, from the Pentium 1 on up ram has gotten slower and slower than the CPU, so now the CPU comes with 256KB to 8MB of 'very fast ram' that is specially designed to run at the speed of the processor, because the processor needs that cache for when the ram hasn't acquired and written the data to ram from HD because the system memory simply isn't fast enough.

      I have a gaming rig I custom built 5 or 6 years ago with some very sweet OCZ ram with 2-2-2-2 timings, but now when i was wish-listing a new gaming PC the best ram i could find was 3-4-4-15 timings that's ALMOST HALF THE SPEED that means that it's going to hit those 'unable to fetch ram for the CPU' TWICE AS OFTEN with horrendous results... And it's getting worse, DDR3 ram is all running at 5-5-5-15 timings stock, and mind you 4-4-4-15 is the normal variety of DDR2 'fast' ram, this was again OCZ over-clocked ram...

      with multi-core processors this is only going to get worse, with a dual processor rig, to truly keep both processors from missing cache you realistically need 1-1-1-10 ram and they KEEP MAKING THINGS WORSE by bumping up the amount of 'burst' data the RAM can put out, instead of how FAST the ram can access and reload ram!!!

      really with such pathetic timings realistically a dual core is going to be spending about 20% of it's cycles 'waiting on ram' if it needs randomly accessed memory, that can't be 'burst read' a lot of applications need random access, database, server farms, complex 3-d video game graphics... the reason why 512MB graphic cards cost so much is they really all need REALLY FAST random access memory that is way faster than 'stock' DDR3... and the reason why frame rates don't scale with more processor pipelines very well, is because those cards keep missing strokes because the system wasn't able to load the memory in time for the processor to work on it...

      I can't think of a single mainstream computers need to 'burst' more GB/second Instead of improving latency, yet the crazy computer scientists keep making it worse by engineering for 'burst' mode rather than latency.

      it almost makes one want to use normal DDR 1 ram, with the sweet 2-2-2-2 timings instead of ddr2...

  21. Databases have a better answer by rdebath · · Score: 2, Interesting

    I really don't like the idea that this is racing with the UPS. When the battery gets old it's ability to hold a charge drops and a timeout that was sufficient in the old days won't be now. I've also had situations where the battery was supposed to tide you over till the generator kicked in; but the system was never tested for the generator failing at exactly the wrong moment.

    I'm pretty sure the answer to this is a simple generation number on the blocks so you can use a database checkpoint scheme.

    1) Every write to the ramdisk brands that block with an ever increasing number (transaction number).
    2) When you initiate a checkpoint the driver finds all blocks that have changed since the last checkpoint and writes them to a "physical log", followed by the checkpoint marker.
    3) The same blocks are then written to the actual disk area; nb application writes to these blocks must be diverted.
    4) The "physical log" is cleared.
    5) Block diversions from (3) are cleared.

    Using this well known scheme the disk is always either in a consistent state or easy to get there.

    Note the "diversions" may mean that clean blocks must be discarded from the ramdisk/cache to prevent the applications being blocked by the checkpoint.

    If you want the ability to have the system 'roll forward' after a crash you need a transaction log where the updates are written to the log as they happen, because this is linear it happens at the maximum transfer rate of the disk; but it's still limited in performance.

    This also looks a lot like doing a backup from a volume snapshot.

  22. Re:You only need 16GB of RAM for this to be useful by GigaplexNZ · · Score: 2, Interesting

    if you actually had a system that had 1TB of RAM, wouldn't you like to see a lot of your hard drive contents being loaded into RAM in the background Not really. Vista does this already. Too bad it copies a 700MB ISO into memory every time I reboot (even though I have only used it once) and then proceeds to attempt to load 5 more ISOs each around 2GB. I have 2GB of RAM, which means it is copying all this data into a circular cache overwriting anything that might be useful. All I want it to do is cache system libraries and frequently used applications, not obscure user data.