I am getting from Dynatrace in several part of the application a gap between call that has not significative or no processing between call. The graphic appear so:
All the call to the external services have its await and are async. The computer has enough memory and the processing time is not high. The program is itself a service developed on Core 3.1 C#.
Thanks in advance
Related
I am looking for options to serve parallel predictions using caffe model from GPU. Since GPU comes with limited memory, what are the options available to achieve parallelism by loading the net only once?
I have successfully wrapped my segmentation net with tornado wsgi + flask. But at the end of the day, this is most equivalent serving from a single process. https://github.com/BVLC/caffe/blob/master/examples/web_demo/app.py.
Is having my own copy of net for each process a strict requirement, since the net is read-only after the training is done? Is it possible to rely on fork for parallelism?
I am working on a sample app which serves result from segmentation model. It utilizes copy on write and loads the net in the master once and serve memory references for the forked children. I am having trouble starting this setup in a web server setting. I get a memory error when I try to initialize the model. The web server I am using here is uwsgi.
Have anyone achieved parallelism by loading the net only once (since GPU memory is limited) and achieved parallelism for serving layer? I would be grateful if any one of you can point me in the right direction.
I'm writing an application that requires synchronisation. My current plan is as follows:
Use a background task with a time of 15 minutes.
When the task is run call a webservice using http client and download/upload the items that have changed.
My understanding is that I get 2 cpu seconds, but downloading is async so shouldn't count. Is there any reason for my to use the backgrounddownloader/backgrounduploader since I'm already on the background thread?
Ta
Ross
I am using Background Task in Windows Phone Mango. I need to send data to server using JSON format. But when DataContractJsonSerializer.WriteObject function is executed, nothing happens thereafter.
Has anyone experienced the same with Background Task in Windows Phone Mango?
It is possible that the operation is taking your app over the 6MB memory limit, and the phone is killing it.
You can run with the debugger attached: http://msdn.microsoft.com/en-us/library/microsoft.phone.scheduler.scheduledactionservice.launchfortest(v=vs.92).aspx
This will let you see what is happening. Also consider logging the amount of memory your app is using to see if you are approaching the limit: http://msdn.microsoft.com/en-us/library/microsoft.phone.info.devicestatus(v=vs.92).aspx
Be careful calling any type of serialization library (or any other library for that matter) as it will very quickly bump your memory usage over the 6MB limit, which will silently kill your agent with no errors.
Also note that on a real device your agent will typically start with 4-4.5 meg used already, significantly higher than on the emulator. That means all your code and the libraries it calls need to use less than 1.5 meg in a worst-case scenario.
I have a VxWorks application running on ARM uC.
First let me summarize the application;
Application consists of a 3rd party stack and a gateway application.
We have implemented an operating system abstraction layer to support OS in-dependency.
The underlying stack has its own memory management&control facility which holds memory blocks in a doubly linked list.
For instance ; we don't directly perform malloc/new , free/delege .Instead we call OSA layer's routines and it gets the memory from OS and puts it in a list then returns this memory to application.(routines : XXAlloc , XXFree,XXReAlloc)
And when freeing the memory we again use XXFree.
In fact this block is a struct which has
-magic numbers indication the beginning and end of memory block
-size that user requested allocated
-size in reality due to alignment issue previous and next pointers
-pointer to piece of memory given back to application. link register that shows where in the application xxAlloc is called.
With this block structure stack can check if a block is corrupted or not.
Also we have pthread library which is ported from Linux that we use to
-create/terminate threads(currently there are 22 threads)
-synchronization objects(events,mutexes..)
There is main task called by taskSpawn and later this task created other threads.
this was a description of application and its VxWorks interface.
The problem is :
one of tasks suddenly gets destroyed by VxWorks giving no information about what's wrong.
I also have a jtag debugger and it hits the VxWorks taskDestoy() routine but call stack doesn't give any information neither PC or r14.
I'm suspicious of specific routine in code where huge xxAlloc is done but problem occurs
very sporadic giving no clue that I can map it to source code.
I think OS detects and exception and performs its handling silently.
any help would be great
regards
It resolved.
I did an isolated test. Allocated 20MB with malloc and memset with 0x55 and stopped thread of my application.
And I wrote another thread which checks my 20MB if any data else than 0x55 is written.
And quess what!! some other thread which belongs other components in CPU (someone else developed them) write my allocated space.
Thanks 4 your help
If your task exits, taskDestroy() is called. If you are suspicious of huge xxAlloc, verify that the allocation code is not calling exit() when memory is exhausted. I've been bitten by this behavior in a third party OSAL before.
Sounds like you are debugging after integration; this can be a hell of a job.
I suggest breaking the problem into smaller pieces.
Process
1) you can get more insight by instrumenting the code and/or using VxWorks intrumentation (depending on which version). This allows you to get more visibility in what happens. Be sure to log everything to a file, so you move back in time from the point where the task ends. Instrumentation is a worthwile investment as it will be handy in more occasions. Interesting hooks in VxWorks: Taskhooklib
2) memory allocation/deallocation is very fundamental functionality. It would be my first candidate for thorough (unit) testing in a well-defined multi-thread environment. If you have done this and no errors are found, I'd first start to look why the tas has ended.
other possible causes
A task will also end when the work is done.. so it may be a return caused by a not-so-endless loop. Especially if it is always the same task, this would be my guess.
And some versions of VxWorks have MMU support which must be considered.
I have a Application A(by some company X). This application allows me to extend the functionality by allowing me to write my own functions.
I tell the Application A to call my user functions in the Applications A's configuration file (this is how it knows that Appl A must call user written Functions). The appl A uses Function pointers which I must register with Application A prior to calling my user written functions.
If there is a bug or fault in my user written functions in production, the Appl A will stop functioning. For example, if I have a segmentation fault in my User written functions.
So Application A will load my user written function from a shared DLL file. This means that my user written functions will be running in Application A' Process address space.
I wish to handle certain signals like Segmentation fault, divide by zero and stack overflow, but applications A has its own signal handlers written for this,
How can I write my own signal handlers to catch the exceptions in my user written functions, so that I can clean up gracefully w/o affecting much of Application A? Since my user functions will be called in Applications A's process, the OS will call signal handlers written in Application A and not my user functions.
How can I change this? I want OS to call signal handlers written in my functions but only for signal raised by my functions, which is asynchronous in nature.
Note: I do not have the source code of Application A and I cannot make any changes to it, because it's controlled by a different company.
I will be using C , and only C on a Linux, solaris and probably windows platforms.
You do not specify which platform you're working with, so I'll answer for Linux, and it should be valid for Windows as well.
When you set your signal handlers, the system call that you use returns the previous handler. It does it so that you can return it once you are no longer interested in handling that signal.
Linux man page for signal
MSDN entry on signal
Since you are a shared library loaded into the application you should have no problems manipulating the signals handlers. Just make sure to override the minimum you need in order to reduce the chances of disrupting the application itself (some applications use signals for async notifications).
The cleanest way to do this would be run your application code in a separate process that communicates with the embedded shared DLL code via some IPC mechanism. You could handle whatever signals you wanted in your process without affecting the other process. Typically the conditions you mention (seg fault, divide by zero, stack overflow) indicate bugs in the program and will result in termination. There isn't much you can do to "handle" these beyond fixing the root cause of the bug.
in C++, you can catch these by putting your code in a try-catch:
try
{
// here goes your code
}
catch ( ... )
{
// handle segfaults
}