Skip to main content

PyTorch Code for Simple Neural Networks for MNIST Dataset

Communication Via Files (IPC)

This is one of the oldest way of data exchange in which the information is sent as a file.

File needs two type of locking

Mandatory Locking

  • Read wirte is blocked during the entire locking period

Advisory locking

  • Allows Read and write even after the lock has been set
  • processes accessing the file for Read and Write has to lock it and release it again

Locking Entire Files

There are two methods for locking the entire file

First Method is by the use of several system calls

  • link – a system call
  • create – another system call
  • combination of flags like O_CREAT and O_EXEC with open (system call)
  • lock a fle with open() function using O_CREAT | O_WRONLY | O_TRUNK, but this option fails under the superuser mode

Second Method

fcntl – A system call to lock the entire file. It is also useful to lock the file areas. In Linux 2.0 it is called flock() which is not advisable to use.

Locking file areas

int sys_fcntl(unsigned int fd, unsigned int cmd, unsigned long arg);

int sys_fcntl64(unsigned int fd, unsigned int cmd, unsigned long arg);

where fd – file descriptor

cmd – includes F_GETLK, F_SETLK, F_SETLKW

Semantics of fcntl locks

Existing Lock Setting a read lock Write lock
None Possible Possible
More than One Possible Not Allowed
A Write Lock Not Allowed Not Allowed

Locking files may also lead to deadlock with the following example

Assume there are two processes wanted to read a file,

P1  -> 1 –> 2  (P1 tries to access the 1st block and then 2nd block within a file)

P2 –> 2  -> 1  (P2 tries to access the 2nd block and then 1st block within a file)

Now for getting the 2 and the 1st block, both processes will be in deadlock,

So Communication via files may not be a great option, of course there are some methods to avoid the deadlocks.

Comments

Popular posts from this blog

Installing ns3 in Ubuntu 22.04 | Complete Instructions

In this post, we are going to see how to install ns-3.36.1 in Ubuntu 22.04. You can follow the video for complete details Tools used in this simulation: NS3 version ns-3.36.1  OS Used: Ubuntu 22.04 LTS Installation of NS3 (ns-3.36.1) There are some changes in the ns3 installation procedure and the dependencies. So open a terminal and issue the following commands Step 1:  Prerequisites $ sudo apt update In the following packages, all the required dependencies are taken care and you can install all these packages for the complete use of ns3. $ sudo apt install g++ python3 python3-dev pkg-config sqlite3 cmake python3-setuptools git qtbase5-dev qtchooser qt5-qmake qtbase5-dev-tools gir1.2-goocanvas-2.0 python3-gi python3-gi-cairo python3-pygraphviz gir1.2-gtk-3.0 ipython3 openmpi-bin openmpi-common openmpi-doc libopenmpi-dev autoconf cvs bzr unrar gsl-bin libgsl-dev libgslcblas0 wireshark tcpdump sqlite sqlite3 libsqlite3-dev  libxml2 libxml2-dev libc6-dev libc6-dev-i386 libclang-dev llvm-

Installation of NS2 (ns-2.35) in Ubuntu 20.04

Installation of NS2 (ns-2.35) in Ubuntu 20.04 LTS Step 1: Install the basic libraries like      $] sudo apt install build-essential autoconf automake libxmu-dev Step 2: install gcc-4.8 and g++-4.8 open the file using sudo mode $] sudo nano /etc/apt/sources.list Include the following line deb http://in.archive.ubuntu.com/ubuntu bionic main universe $] sudo apt update $] sudo apt install gcc-4.8 g++-4.8 Step 3:  Unzip the ns2 packages to home folder $] tar zxvf ns-allinone-2.35.tar.gz $] cd ns-allinone-2.35/ns-2.35 Modify the following make files. ~ns-2.35/Makefile.in Change @CC@ to gcc-4.8 change @CXX@ to g++-4.8 ~nam-1.15/Makefile.in ~xgraph-12.2/Makefile.in ~otcl-1.14/Makefile.in Change in all places  @CC@ to gcc-4.8 @CPP@ or @CXX@ to g++-4.8 open the file: ~ns-2.35/linkstate/ls.h Change at the Line no 137  void eraseAll() { erase(baseMap::begin(), baseMap::end()); } to This void eraseAll() { this->erase(baseMap::begin(), baseMap::end()); } All changes made Step 4: Open a new termi

Installation of NS2 in Ubuntu 22.04 | NS2 Tutorial 2

NS-2.35 installation in Ubuntu 22.04 This post shows how to install ns-2.35 in Ubuntu 22.04 Operating System Since ns-2.35 is too old, it needs the following packages gcc-4.8 g++-4.8 gawk and some more libraries Follow the video for more instructions So, here are the steps to install this software: To download and extract the ns2 software Download the software from the following link http://sourceforge.net/projects/nsnam/files/allinone/ns-allinone-2.35/ns-allinone-2.35.tar.gz/download Extract it to home folder and in my case its /home/pradeepkumar (I recommend to install it under your home folder) $ tar zxvf ns-allinone-2.35.tar.gz or Right click over the file and click extract here and select the home folder. $ sudo apt update $ sudo apt install build-essential autoconf automake libxmu-dev gawk To install gcc-4.8 and g++-4.8 $ sudo gedit /etc/apt/sources.list make an entry in the above file deb http://in.archive.ubuntu.com/ubuntu/ bionic main universe $ sudo apt update Since, it&#