Discrete Resource Event Modeling and Multi-cluster Scheduling Simulator

Discrete resource event modeling and multi-cluster scheduling simulator (DR_EVT) aims to provide a computational environment for simulating job scheduling and resource management using a set of heterogenous clusters. Currently, we proivde means to load and process job trace files, and are working on to build a worklod model based on the trace data. Once we have a workload model, we will use it feed a mult-cluster simulator that will be developed.

Current Requirements:

• Platforms targeted: Linux-based systems

• c++ compiler that supports c++17 e.g., clang++ 5.0 or later, g++ 7.1 or later, and icpc 19.0.1 or later

• GNU Boost library The particular boost libraries used are multi_index, filesystem, regex and system. To build with other pre-existing installation of boost, set the environment variable BOOST_ROOT or pass -DBOOST_ROOT=<path-to-boost> to cmake. An example path to boost on LC is /usr/tce/packages/boost/boost-1.69.0-mvapich2-2.3-gcc-8.1.0. To run the executable, add ${BOOST_ROOT}/lib to the LD_LIBRARY_PATH as needed

• Guide specific to using clang on Livermore Computing (LC) platforms Currently, to use clang on Livermore Computing (LC) platforms with the libraries compiled with gcc, make sure the c++ standard library is compatible. On LC, clang by default is paired with c++ standard library from gcc/4.9.3. To avoid incompatibility issue,

  0. Use the user libraries compiled with the system default compiler. On many of LC platforms, it is currently gcc/4.9.3. On others, it depends on how clang is configure there.
  1. Make clang use the c++ standard library from the same version of gcc as that used for building user libraries to link. e.g., clang++ --gcc-toolchain=/usr/tce/packages/gcc/gcc-8.1.0/ ...
  2. Use clang's c++ standard library. Recompile user libraries in the same way as needed. i.e., clang++ --stdlib=libc++ ...

  Choose either USE_GCC_LIBCXX for option 1 or USE_CLANG_LIBCXX for option 2 if needed. Usually, option 1 works best. Option 0 does not work well especially with Catch2 due to the incomplete support for C++17. If neither is chosen, the build relies on the system default, which is, on LC, with USE_GCC_LIBCXX on and GCC_TOOLCHAIN_VER set to "4.9.3". If both are on, USE_GCC_LIBCXX is turned off. When USE_GCC_LIBCXX is on, GCC_TOOLCHAIN_VER can be set accordingly (e.g., "8.1.0"). To make sure to use the correct compiler, invoke the cmake command as CC=clang CXX=clang++ cmake ....

• Guide specific to using the intel compiler on Livermore Computing (LC) platforms

  For gcc Interoperability, use -DGCC_PATH=<path-to-gcc>. Otherwise, icc picks up the gcc in default path, which may not support c++17. Finally, invoke the cmake command as CC=icc CXX=icpc cmake ....

• cmake 3.12 or later

  This requirement mostly comes from the compatibility between the cmake module find_package(), and the version of boost used. An older version might still work with some warnings.

• Cereal

  We rely on Cereal serialization library to enable state packing and unpacking of which needs arises under various circumstances including messaging, rollback, migration, and checkpointing. Cereal is a c++ header-only library. No pre-installation is required as it is automatically downloaded and made available.

• Protocol Buffers

  We use the google protocol buffers library for parsing the configuration file of simulation, which is written by users in the protocol buffers language. This is a required package. A user can indicate the location of a pre-installed copy via -DPROTOBUF_ROOT=<path>. Without it, building DR_EVT consists of two stages. In the first stage, the source of protocol buffer will be downloaded. Then, the library as well as the protoc compiler will be built and installed under where the rest of DR_EVT project will be. In the second stage, the DR_EVT project will be built using the protocol buffer installed in the first stage. Both stages require the same set of options for the cmake command. In case of cross-compiling, the path to the protoc compiler and the path to the library built for the target platform can be explicitly specified via -DProtobuf_PROTOC_EXECUTABLE=<installation-for-host/bin/protoc> and -DPROTOBUF_DIR=<installation-for-target> respectively.

Getting started:

git clone https://github.com/llnl/dr_evt.git
mkdir build; cd build
# The first invocation of cmake will setup to build protocol buffer
cmake -DBOOST_ROOT:PATH=<PathToYourBoostDev> \
      -DCMAKE_INSTALL_PREFIX:PATH=<YourInstallPath> \
      ../dr_evt
make -j 4
# The second invocation of cmake will setup to build the DR_EVT project
cmake -DBOOST_ROOT:PATH=<PathToYourBoostDev> \
      -DCMAKE_INSTALL_PREFIX:PATH=<YourInstallPath> \
      ../dr_evt
make -j 4
make install

Taking advanage of OpenMP:

• Build DR_EVT with the cmake option -DDR_EVT_WITH_OPENMP:BOOL=ON. Then, for accelerating execution performance, use the OpenMP environment variables to control the parallelism and the processor affinity, such as OMP_NUM_THREADS, OMP_PROC_BIND, and OMP_PLACES.

Unit testing:

• Catch2 We rely on Catch2 for unit testing. To enable testing for development, set the environment variable DR_EVT_WITH_UNIT_TESTING or invoke cmake with the option -DDR_EVT_WITH_UNIT_TESTING=ON. No pre-installation of Catch2 is required as it is automatically downloaded and made available. To use a pre-installed copy, use the variable CATCH2_ROOT.

Authors:

Many thanks go to DR_EVT's contributors.

Release:

DR_EVT is distributed under the terms of the MIT license. All new contributions must be made under this license. See LICENSE and NOTICE for details.

• SPDX-License-Identifier: MIT
• LLNL-CODE-844050

Contributing:

Please submit any bugfixes or feature improvements as pull requests.