Description

PMRace is a fuzz testing tool to efficiently detect persistent memory (PM) concurrency bugs hidden in thread interleavings. PMRace focuses two new types of crash inconsistencies causing PM concurrency bugs: PM Inter-thread Inconsistency and PM Synchronization Inconsistency. A PM Inter-thread Inconsistency refers to a program execution in which one thread makes durable side effects (e.g., PM writes) based on non-persisted data written by another thread. After restart, the durable side effects are inconsistent with the old dependent data. A PM Synchronization Inconsistency refers to the inconsistency between unreleased synchronization data (e.g., lock variables) and the PM application’s execution context after restart.

PMRace adopts PM-aware and coverage-guided fuzz testing to explore PM program executions. For PM Inter-thread Inconsistency, PMRace performs PM-aware interleaving exploration and thread scheduling via active delay injection to drive the execution towards executions that reveal such inconsistencies, i.e., reading non-persisted data written by other threads. For PM Synchronization Inconsistency, PMRace identifies the inconsistency by checking the modifications on annotated synchronization data. The post-failure validation reduces the false positives that come from custom crash recovery mechanisms.

For more details, please refer to our paper:

Zhangyu Chen, Yu Hua, Yongle Zhang, Luochangqi Ding, "Efficiently Detecting Concurrency Bugs in Persistent Memory Programs", Proceedings of the 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2022.

Requirements

Install the following dependencies on Ubuntu 18.04 (or above).

        $ sudo apt-get install build-essential autoconf pkg-config \
                git python3 python3-dev \
                m4 pandoc libndctl-dev libdaxctl-dev \
                libelf-dev elfutils libdw-dev libunwind-dev

Additional notes:

• m4, pandoc, libndctl-dev (v63 or later) and libdaxctl-dev (v63 or later) are required for pmdk
• libelf-dev, elfutils, libdw-dev, libunwind-dev are required for stack traces (i.e., libdw and libunwind)

Configure

Update submodules (i.e., PMDK)

        $ git submodule init && git submodule update --progress

Apply the attached patch for PMDK.

        $ cd ./deps/pmdk
        $ git apply ../../patches/pmdk.diff

There are some enviroument variables to be set.

        $ export PMEM_IS_PMEM_FORCE=1
        $ export LLVM_DIR=/path/to/llvm-11-install-dir
        $ export PATH=$LLVM_DIR/bin:$PATH
        $ export PMRACE_DIR=/path/to/pmrace

Build

1. Change directory to "instrument"

        $ cd $PMRACE_DIR/instrument

2. Build the LLVM pass and hook_ctr_cli

        $ make

3. Build PMDK using PMRace

        $ make pmdk

Use

Here are some examples for the use of PMRace to debug PM programs. We have constructed and released artifacts for public use.

Contact

If you have any problems, please report in the issue page or contact me.

• Zhangyu Chen (chenzy@hust.edu.cn)