I want to execute a "Hello world" program written using Go on device with very limited memory.
When running it over Linux, the current memory footprint seems to be very high (64MB VM Size and 40MB VM Data for hello world).
How can I configure the Go runtime environment to use less memory?
Note that memory usage indicators having "virtual" in their names are useless to analyze as they are, as stated, virtual.
Go's runtime (for binaries built by the gc toolchain, gccgo might use it own approach to allocation—I don't know for sure) on Linux uses the so-called "arena allocator" which at startup tells the OS it wants to "own" a memory region of a pretty huge size, the OS acknowledges this but no memory is really allocated (no physical memory pages, that is), and real allocation only happens when the process really requests the memory.
Due to this, the only sensible memory parameter to analyze is RSS—Resident Set Size, which is the amount of physical memory mapped to the process' address space—the memory it physically allocated and owns—as opposed to virtual stats. See this for a good explanation and skim through this in general.
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How can I calculate the real memory usage of a single process? I am not talking about the virtual memory, because it just keeps growing. For instance, there are proc files like smaps, where you can get the mappings of a process. But this is virtual memory and the values of that file just keeps growing for running process. But I would like to reflect the real memory usage of a process. E.g. if you plot the memory usage of a process it should represent the allocations of memory and also the freeing of memory. So the plot should be like an up and down movement instead of a linear function, that just keeps growing for a running process.
So, how could I calculate the real memory usage? I would appreciate any helpful answer.
It's actually kind of a complicated question. The two most common metrics for a program's memory usage at the OS level are virtual size and resident set size. (These show in the output of ps -u as the VSZ and RSS columns.) Roughly speaking, these tell the total memory the program has assigned to it, versus how much it is currently actively using.
Further complicating the question is that when you use malloc (or the C++ new operator) to allocate memory, memory is allocated from a pool in your process which is built by occasionally requesting an allocation of memory from the operating system. But when you free memory, the memory goes back into this pool, but it is typically not returned to the OS. So as your program allocates and frees memory, you typically will not see its memory footprint go up and down. (However, if it frees a lot of memory and then doesn't allocate it any more, eventually you may see its rss go down.)
From my understanding, when a process is under execution it has some amount of memory at it's disposal. As the stack increases in size it builds from one end of the process (disregarding global variables that come before the stack), while the heap builds from another end. If you keep adding to the stack or heap, eventually all the memory will be used up for this process.
How does the amount of memory the process is given get determined? I can only imagine it depends on a bunch of different variables, but an as-general-as-possible response would be great. If things have to get specific, I'm interested in linux processes written in C++.
On most platforms you will encounter, Linux runs with virtual memory enabled. This means that each process has its own virtual address space, the size of which is determined only by the hardware and the way the kernel has configured it.
For example, on the x86 architecture with a "3/1" split configuration, every userspace process has 3GB of address space available to it, within which the heap and stack are allocated. This is regardless of how much physical memory is available in the system. On the x86-64 architecture, 128TB of address space is typically available to each userspace process.
Physical memory is separately allocated to back that virtual memory. The amount of this available to a process depends upon the configuration of the system, but in general it's simply supplied "on-demand" - limited mostly how much physical memory and swap file space exists, and how much is currently in use for other purposes.
The stack does not magically grow. It's size is static and the size is determined at linking time. So when you take enough space from the stack, it overflows (stack overflow ;)
On the other hand, the heap area 'magically' grows. Meaning that when ever more memory is needed for heap, the program asks operating system for more memory.
EDIT: As Mat pointed out below, the stack actually can increase during runtime on modern operating systems.
If I go to WHM and see my server's memory usage, it says that only 16% of memory is in use.
But when I connect to server using SSH and run command "free -m" then it shows that 80% is in use. Why is that? I want to know exact memory usage of all applications running like MySQL, Apache e.t.c.
How do I view that?
Thanks
As they say, "It's Complicated".
Linux uses unused memory for disk buffering and caching. It speeds things up. But you may need to look at the -/+ buffers/cache line of free.
'ps' can show you, for any given process, or for all processes, the %cpu, %mem, cumulative cpu-time, rss (resident set size, the non-swapped physical memory that a process is using), size (very approximate amount of swap space that would be required if the process were to dirty all writable pages and then be swapped out), vsize (virtual memory usage of entire process (vm_lib + vm_exe + vm_data + vm_stack)), and much much more.
For any given process, you can cat /proc/$PID/status -- it's human readable -- and check out the VmSize, VmLck, VmRSS, VmData, VmStk, VmExe, VmLib, and VmPTE values, along with others...
But that's just for starters... Processes can allocate memory but not use it. (Memory can be allocated, but the memory pages are not created/issued until they're actually used. That whole on-demand thing.)
Processes can map in hardware space, showing up as using a large quantity of memory that's not actually coming from system RAM. (X-servers are known to sometimes do this. It's some wonky stuff involved kernel drivers...)
There's the executable, which is usually a memory-mapped file. Meaning that parts that are swapped-in are taking up RAM, but when swapped out it never takes up swapfile space.
Processes can have other memory-mapped files...
There's shared-memory libraries, where the same RAM pages are used by multiple programs concurrently.
So we have to ask, as far as memory goes, what exactly counts and what doesn't?
Dear all, I am using Redhat linux ,How to set maximum memory for particular process. For eg i have to allocate maximum memory usage to eclipse alone .Is it possible to allocate like this.Give me some solutions.
ulimit -v 102400
eclipse
...gives eclipse 100MiB of memory.
You can't control memory usage; you can only control virtual memory size, not the amount of actual memory used, as that is extremely complicated (perhaps impossible) to know for a single process on an operating system which supports virtual memory.
Not all memory used appears in the process's virtual address space at a given instant, for example kernel usage, and disc caching. A process can change which pages it has mapped in as often as it likes (e.g. via mmap() ). Some of a process's address space is also mapped in, but not actually used, or is shared with one or more other processes. This makes measuring per-process memory usage a fairly unachievable goal in practice.
And putting a cap on the VM size is not a good idea either, as that will result in the process being killed if it attempts to use more.
The right way of doing this in this case (for a Java process) is to set the heap maximum size (via various well-documented JVM startup options). However, experience suggests that you should not set it less than 1Gb.
Linux noob question:
If I have 500MB of RAM, and 500MB of swap space, can the OS and processes then use 1GB of memory?
In other words, is the total amount of memory available to programs and the OS the total of the physical memory size and swap size?
I'm trying to figure out which SNMP counters to query, but need to understand how Linux uses virtual memory a little better first.
Thanks
Actually, it IS essentially correct, but your "virtual" memory does NOT reside beside your "physical memory" (as Matthew Scharley stated).
Your "virtual memory" is an abstraction layer covering both "physical" (as in RAM) and "swap" (as in hard-disk, which is of course as much physical as RAM is) memory.
Virtual memory is in essention an abstraction layer. Your program always addresses a "virtual" address, which your OS translates to an address in RAM or on disk (which needs to be loaded to RAM first) depending on where the data resides. So your program never has to worry about lack of memory.
Nothing is ever quite so simple anymore...
Memory pages are lazily allocated. A process can malloc() a large quantity of memory and never use it. So on your 500MB_RAM + 500MB_SWAP system, I could -- at least in theory -- allocate 2 gig of memory off the heap and things will run merrily along until I try to use too much of that memory. (At which point whatever process couldn't acquire more memory pages gets nuked. Hopefully it's my process. But not always.)
Individual processes may be limited to 4 gig as a hard address limitation on 32-bit systems. Even when you have more than 4 gig of RAM on the machine and you're using that bizarre segmented 36-bit atrocity from hell addressing scheme, individual processes are still limited to only 4 gigs. Some of that 4 gigs has to go for shared libraries and program code. So yer down to 2-3 gigs of stack+heap as an ADDRESSING limitation.
You can mmap files in, effectively giving you more memory. It basically acts as extra swap. I.e. Rather than loading a program's binary code data into memory and then swapping it out to the swapfile, the file is just mmapped. As needed, pages are swapped into RAM directly from the file.
You can get into some interesting stuff with sparse data and mmapped sparse files. I've seen X-windows claim enormous memory usage when in fact it was only using up a tiny bit.
BTW: "free" might help you. As might "cat /proc/meminfo" or the Vm lines in /proc/$PID/status. (Especially VmData and VmStk.) Or perhaps "ps up $PID"
Although mostly it's true, it's not entirely correct. For a particular process, the environment you run it in may limit the memory available to your process. Check the output of ulimit -v as well.
Yes, this is essentially correct. The actual numbers might be (very) marginally lower, but for all intents and purposes, if you have x physical memory and y virtual memory (swap in linux), then you have x + y memory available to the operating system and any programs running underneath the OS.