This library implements a SPMD (single program multiple data) model and collective communication algorithms (Robert van de Geijn's Binomial Tree) in Rust using 0MQ. The library provides log2(N) algorithmic performance for each collective operation over N compute hosts.
Collective communication algorithms are used in HPC (high performance computing) / Supercomputing libraries and runtime systems such as MPI and OpenSHMEM.
Documentation for this library can be found on it's wiki.
- Broadcast
- Reduction
- Scatter
- Gather
- Barrier
This library requires the use of environment variables to configure distributed runs of SPMD applications. Each of the following environment variables needs to be supplied to correctly run programs:
- ZMQ_COLLECTIVES_NRANKS
- ZMQ_COLLECTIVES_RANK
- ZMQ_COLLECTIVES_ADDRESSES
ZMQ_COLLECTIVES_NRANKS - unsigned integer value indicating how many processes (instances or copies of the program) are running.
ZMQ_COLLECTIVES_RANK - unsigned integer value indicating the process instance this program represents. This is analogous to a user provided thread id. The value must be 0 or less than ZMQ_COLLECTIVES_NRANKS.
ZMQ_COLLECTIVES_ADDRESSES - should contain a ',' delimited
list of ip addresses and ports. The list length should be
equal to the integer value of ZMQ_COLLECTIVES_NRANKS. An
example for a 2 rank application name app is below:
ZMQ_COLLECTIVES_NRANKS=2 ZMQ_COLLECTIVES_RANK=0 ZMQ_COLLECTIVES_ADDRESSES=127.0.0.1:5555,127.0.0.1:5556 ./app
ZMQ_COLLECTIVES_NRANKS=2 ZMQ_COLLECTIVES_RANK=1 ZMQ_COLLECTIVES_ADDRESSES=127.0.0.1:5555,127.0.0.1:5556 ./app
In this example, Rank 0 maps to 127.0.0.1:5555 and Rank 1 maps to 127.0.0.1:5556.
HPC batch scheduling systems like Slurm, TORQUE, PBS, etc. provide mechanisms to automatically define these environment variables when jobs are submitted.
0MQ uses sockets/file descriptors (same thing) to handle communication and asynchrony control. There is a GNU/Linux kernel configurable ~2063 default limit on the number of file descriptors/sockets a user process is authorized to open during execution. The TcpBackend uses 2 file descriptors/sockets. In 0MQ terms these sockets are ZMQ_ROUTER.
tcp is a "chatty" protocol; tcp requires round trips between clients and servers during the data transmission exchange to ensure data is communicated correctly. The use of this protocol makes it less than ideal for jobs requiring high performance. However, tcp is provided in 0MQ and is universally accessible (tcp is a commodity protocol) and makes for a reasonable place to plant a flag for providing an implementation.
This library requires libzmq. LD_LIBRARY_FLAGS and PKG_CONFIG_PATH needs to point to the directories that the libzmq library has been is installed. As an example, let's say a user has installed libzmq into a directory with the environment variable named:
$LIBZMQ_INSTALL_PREFIX_PATH
libzmq.a or libzmq.so would be installed in the directory: $LIBZMQ_INSTALL_PREFIX_PATH/lib
libzmq.pc can be found in the directory: $LIBZMQ_INSTALL_PREFIX_PATH/lib/pkgconfig
Boost Version 1.0
03MAY2021
Christopher Taylor
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent