Hello I developed a multi-threaded TCP server application that allows 10 concurrent connections receives continuous requests from them, after some processing requests, responds them to clients. I'm running it on a TI OMAP l137 processor based board it runs Monta Vista Linux. Threads are created per client ie 10 threads and it's pre-threaded. it's physical memory usage is about %1.5 and CPU usage is about %2 according to ps, top and meminfo. It's vm usage rises up to 80M where i have 48M (i reduced it from u-boot to reserve some mem for DSP). Any help is appreciated, how can i reduce it??.(/proc/sys/vm/.. tricks doesn't help :)
Thanks.
You can try using a drop in garbage collecting replacement for malloc(), and see if that solves your problem. If it does, find the leaks and fix them, then get rid of the garbage collector.
Its 'interesting' to chase these kinds of problems on platforms that most heap analyzers and profilers (e.g. valgrind) don't fully (if at all) support.
On another note, given the constraints .. I'm assuming you have decreased the default thread stack size? I think the default is 8M, you probably don't need that much. See pthread_attr_setstacksize() if you haven't adjusted it.
Edit:
You can check the default stack size with pthread_attr_getstacksize(). If it is at 8M, you've already blown your ceiling during thread creation (10 threads, as you mentioned).
Most VM is probably just for stacks. Of course, it's virtual, so it doesn't get commited if you don't use it.
(I'm wondering if thread's default stack size has anything to do with ulimit -s)
Apparently yes, according to
this other SO question
Does it rise to that level and stay there? Or does it eventually run out of memory? If the former, you simply need to figure out a way to have a smaller working set. If the latter, you have a memory leak and need to fix it.
Related
Currently I analyze a C++ application and its memory consumption. Checking the memory consumption of the process before and after a certain function call is possible. However, it seems that, for technical reasons or for better efficiency the OS (Linux) assigns not only the required number of bytes but always a few more which can be consumed later by the application. This makes it hard to analyze the memory behavior of the application.
Is there a workaround? Can one switch Linux to a mode where it assigns just the required number of bytes/pages?
if you use malloc/new, the allocator will always alloc a little more bytes than you requested , as it needs some room to do its housekeeping, also it may need to align the bytes on pages boundaries. The amount of supplementary bytes allocated is implementation dependent.
you can consider to use tools such as gperftools (google) to monitor the memory used.
I wanted to check a process for memory leeks some years ago.
What I did was the following: I wrote a very small debugger (it is easier than it sounds) that simply set breakpoints to malloc(), free(), mmap(), ... and similar functions (I did that under Windows but under Linux it is simpler - I did it in Linux for another purpose!).
Whenever a breakpoint was reached I logged the function arguments and continued program execution...
By processing the logfile (semi-automated) I could find memory leaks.
Disadvantage: It is not possible to debug the program using another debugger in parallel.
Here is my system based on Linux2.6.32.12:
1 It contains 20 processes which occupy a lot of usr cpu
2 It needs to write data on rate 100M/s to disk and those data would not be used recently.
What I expect:
It can run steadily and disk I/O would not affect my system.
My problem:
At the beginning, the system run as I thought. But as the time passed, Linux would cache a lot data for the disk I/O, that lead to physical memory reducing. At last, there will be not enough memory, then Linux will swap in/out my processes. It will cause I/O problem that a lot cpu time was used to I/O.
What I have try:
I try to solved the problem, by "fsync" everytime I write a large block.But the physical memory is still decreasing while cached increasing.
How to stop page cache here, it's useless for me
More infomation:
When Top show free 46963m, all is well including cpu %wa is low and vmstat shows no si or so.
When Top show free 273m, %wa is so high which affect my processes and vmstat shows a lot si and so.
I'm not sure that changing something will affect overall performance.
Maybe you might use posix_fadvise(2) and sync_file_range(2) in your program (and more rarely fsync(2) or fdatasync(2) or sync(2) or syncfs(2), ...). Also look at madvise(2), mlock(2) and munlock(2), and of course mmap(2) and munmap(2). Perhaps ionice(1) could help.
In the reader process, you might perhaps use readhahead(2) (perhaps in a separate thread).
Upgrading your kernel (to a 3.6 or better) could certainly help: Linux has improved significantly on these points since 2.6.32 which is really old.
To drop pagecache you can do the following:
"echo 1 > /proc/sys/vm/drop_caches"
drop_caches are usually 0. And, can be changed as per need. As you've identified yourself, that you need to free pagecache, so this is how to do it. You can also take a look at dirty_writeback_centisecs (and it's related tunables)(http://lxr.linux.no/linux+*/Documentation/sysctl/vm.txt#L129) to make quick writeback, but note it might have consequences, as it calls up kernel flasher thread to write out dirty pages. Also, note the uses of dirty_expire_centices, which defines how much time some data needs to be eligible for writeout.
I had a problem in which my server began failing some of its normal processes and checks because the server's memory was completely full and taken.
I looked in the logging history and found that what it killed were some Java processes.
I used the "top" command to see what processes were taking up the most memory right now(after the issue was fixed) and it was a Java process. So in essence, I can tell what processes are taking up the most memory right now.
What I want to know is if there is a way to see what processes were taking up the most memory at the time when the failures started happening? Perhaps Linux keeps track or a log of the memory usage at particular times? I really have no idea but it would be great if I could see that kind of detail.
#Andy has answered your question. However, I'd like to add that for future reference use a monitoring tool. Something like these. These will give you what happened during a crash since you obviously cannot monitor all your servers all the time. Hope it helps.
Are you saying the kernel OOM killer went off? What does the log in dmesg say? Note that you can constrain a JVM to use a fixed heap size, which means it will fail affirmatively when full instead of letting the kernel kill something else. But the general answer to your question is no: there's no way to reliably run anything at the time of an OOM failure, because the system is out of memory! At best, you can use a separate process to poll the process table and log process sizes to catch memory leak conditions, etc...
There is no history of memory usage in linux be default, but you can achieve it with some simple command-line tool like sar.
Regarding your problem with memory:
If it was OOM-killer that did some mess on machine, then you have one great option to ensure it won't happen again (of course after reducing JVM heap size).
By default linux kernel allocates more memory than it has really. This, in some cases, can lead to OOM-killer killing the most memory-consumptive process if there is no memory for kernel tasks.
This behavior is controlled by vm.overcommit sysctl parameter.
So, you can try setting it to vm.overcommit = 2 is sysctl.conf and then run sysctl -p.
This will forbid overcommiting and make possibility of OOM-killer doing nasty things very low. Also you can think about adding a little-bit of swap space (if you don't have it already) and setting vm.swappiness to some really low value (like 5, for example. default value is 60), so in normal workflow your application won't go into swap, but if you'll be really short on memory, it will start using it temporarily and you will be able to see it even with df
WARNING this can lead to processes receiving "Cannot allocate memory" error if you have your server overloaded by memory. In this case:
Try to restrict memory usage by applications
Move part of them to another machine
I have been running a crypto-intensive application that was generating pseudo-random strings, with special structure and mathematical requirements. It has generated around 1.7 million voucher numbers per node in over the last 8 days. The generation process was CPU intensive, with very low memory requirements.
Mnesia running on OTP-14B02 was the storage database and the generation was done within each virtual machine. I had 3 nodes in the cluster with all mnesia tables disc_only_copies type. Suddenly, as activity on the Solaris boxes increased (other users logged on remotely and were starting webservers, ftp sessions, and other tasks), my bash shell started reporting afork: not enough space error.
My erlang Vms also, went down with this error below:
Crash dump was written to: erl_crash.dump
temp_alloc: Cannot reallocate 8388608 bytes of memory (of type "root_set").
Usually, we get memory allocation errors and not memory re-location errors and normally memory of type "heap" is the problem. This time, the memory type reported is type "root-set".
Qn 1. What is this "root-set" memory?
Qn 2. Has it got to do with CPU intensive activities ? (why am asking this is that when i start the task, the Machine reponse to say mouse or Keyboard interrupts is too slow meaning either CPU is too busy or its some other problem i cannot explain for now)
Qn 3. Can such an error be avoided? and how ?
The fork: not enough space message suggests this is a problem with the operating system setup, but:
Q1 - The Root Set
The Root Set is what the garbage collector uses as a starting point when it searches for data that is live in the heap. It usually starts off from the registers of the VM and off from the stack, if the stack has references to heap data that still needs to be live. There may be other roots in Erlang I am not aware of, but these are the basic stuff you start off from.
That it is a reallocation error of exactly 8 Megabyte space could mean one of two things. Either you don't have 8 Megabyte free in the heap, or that the heap is fragmented beyond recognition, so while there are 8 megabytes in it, there are no contiguous such space.
Q2 - CPU activity impact
The problem has nothing to do with the CPU per se. You are running out of memory. A large root set could indicate that you have some very deep recursions going on where you keep around a lot of pointers to data. You may be able to rewrite the code such that it is tail-calling and uses less memory while operating.
You should be more worried about the slow response times from the keyboard and mouse. That could indicate something is not right. Does a vmstat 1, a sysstat, a htop, a dstat or similar show anything odd while the process is running? You are also on the hunt to figure out if the kernel or the C libc is doing something odd here due to memory being constrained.
Q3 - How to fix
I don't know how to fix it without knowing more about what the application is doing. Since you have a crash dump, your first instinct should be to take the crash dump viewer and look at the dump. The goal is to find a process using a lot of memory, or one that has a deep stack. From there on, you can seek to limit the amount of memory that process is using. either by rewriting the code so it can give memory up earlier, by tuning the garbage collection setup for the process (see the spawn options in the erlang man pages for this), or by adding more memory to the system.
I'm trying to run a code on ssh that works perfect for a smaller mesh , but since the new mesh is much bigger i used ifort command to compile it,
ifort -mcmodel=medium -i-dynamic -otest.out*.f
and it complies but when i run it , the output is:
killed
i know that problem is from memory, does anyone know if there's any way to run it?
how can i understand where in code cause memory problem?
Thanks
shadi
From the ifort command line, I think you are running on Linux.
Seeing "killed" as output is generally the result of Linux's Out Of Memory killer (OOM) getting involved to prevent an impending crash (because it's common practice for applications to ask for more memory then they need requests for more memory than is currently available are accepted - check for "Out of Memory: Killed process [PID] [process name]" in the system log files). The OOM killer is generally pretty good at disposing of the application responsible for using all the memory, so the place to start is your applications memory usage.
The first thing to do is try and estimate (even if it's only roughly) how much memory you expect your application to use. One approach is to guestimate the size of the major arrays and multiply them by the number of bits needed per element. Another approach is to think about how you would expect the memory use to grow with mesh size. You can study this by experiment (run with different mesh sizes, measure the memory use and extrapolate) or from one measurement and knowledge of how the major array scale. It may be that you are asking for much more memory then you have on the machine: and the solution to this is probably to get a access to bigger computer. (Or you could try and find an alternative algorithm which uses less memory.)
If their is a memory leak you should see more memory use than expected, even for the smaller mesh size. If this is the case, valgrind should help. Moving from static to dynamic storage probably isn't going to help here - I would expect to see a segmentation fault if you were just exceeding the available space on the stack.
try using valgrind. i tried it to find memory leaks in my fortran code with good success.
http://valgrind.org/