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Artifact Evaluation

Introduction

FlatFS is a metadata-optimized file system built for fast non-volatile memory systems. FlatFS features a flat file system namespace design and incorporates three core techniques: coordinated path walk model, range-optimized B^r tree, and write-optimized compressed index key. This artifact provides both FlatFS source code and scripts to reproduce the main experimental results.

Getting Started with FlatFS

Hardware requirements: Intel Optane DC persistent memory

OS version: Ubuntu 18.04 or Ubuntu 14.04.6

Kernel version: Linux 4.15.0

1. Download FlatFS

git clone https://github.com/miaogecm/FlatFS.git.

This repository contains FlatFS source code and our modified virtual file system to support coordinated path walk.

2. Compile and Install FlatFS

make localmodconfig

make menuconfig

configure Linux kernel, make sure these two configurations are enabled:

File systems/DAX support
File systems/FlatFS

disable these four configurations:

Security options/AppArmor support
Security options/Yama support
Security options/TOMOYO Linux support
Security options/Security hooks for pathname based access control

configure FLATFS_NCPU in linux-4.15/include/linux/flatfs_define.h as maximum CPU number in your system.

compile the kernel: make -j 48

install new kernel: make install, make modules_install

Update grub and reboot the system: update-grub, reboot

3. Mount FlatFS

FlatFS can be mounted on a real or emulated NVM device.

create a mount directory: mkdir /mnt/flatfs

mount FlatFS: mount -t flatfs -o init /dev/pmem0 /mnt/flatfs

4. Umount FlatFS

umount /mnt/flatfs

Experiment Reproducibility

Since different machines deliver different performance, we recommend using our server for the artifact evaluation to reproduce the main experimental results.

All experiments are conducted on a Dell PowerEdge R740 server machine. Following are hardware and software configurations:

1. Hardware configuration

CPU: Two Intel Xeon Gold 5220R processors.

Memory: Two memory nodes. Each has 96 GB (16 GB x 6) DRAM and 768 GB (128 GB x 6) Intel Optane DC PMM.

Storage: 512GB Kingston A400 Solid State Driver.

2. Software configuration

OS: Ubuntu 14.04.6.

Ext4, XFS, PMFS, NOVA, FlatFS: These file systems are implemented in Linux kernel 4.15.

3. How to access

VPN: You should use a VPN client to access the machine. evaluation/vpn/README provides VPN connection instructions.

Make sure there is one person running experiments at a time on our machine because performance interferences significantly impacts the results.

4. Environment Setup

We already set up the environment properly in our machine. If you want to build these file systems by yourself, please follow instructions in section 4.1-4.2 and setup Hive in section 4.3. If you just want to reproduce the experiment results, please skip to section 5.

4.1 Update Grub

If you use Ubuntu 14.04.6, please re-install the grub to 2.02 or higher version. The old grub cannot recognize Optane memory correctly. You can download grub at https://ftp.gnu.org/gnu/grub/grub-2.02.tar.gz . The installation guide: https://www.gnu.org/software/grub/manual/grub/grub.html#Installation.

4.2 Build FlatFS, NOVA, PMFS, Ext4, XFS

Download FlatFS repository at https://github.com/miaogecm/FlatFS.git. This repository also includes (1) NOVA; (2) PMFS; (3) Ext4; (4) XFS.

Instructions of building system are presented in Getting Started with FlatFS section. Also, make sure CONFIG_PMFS=y, CONFIG_PMFS_XIF=y, CONFIG_NOVA_FS=y, CONFIG_XFS_FS=y

After building, you should reboot the system and enter into Linux kernel 4.15 to run these file systems.

4.3 Install Hive

Please see evaluation/hive/hive.md.

5. Reproducing Experiments

The /home/flatfs/flat-fs/evaluation/ directory include scripts to reproduce the main experiment results. BetrFS and VFS-opt run on old Linux kernels and have many issues running benchmarks and applications. Please follow instructions below to reproduce the main results:

5.0 Initialization

Please run evaluation/init_normal.sh.

5.1 Reproducing Figure 9

Change current directory into evaluation/path_walk_efficiency.

Run ./clean to clean old data.

Run /run $FS to collect data for each file system, $FS={ext4,xfs,pmfs,nova,flatfs}.

Run ./plot.py to draw the figure.

5.2 Reproducing Figure 10(a)

Change current directory into evaluation/path_walk_scalability.

Run ./clean to clean old data.

Run ./run $FS to collect data for each file system, $FS={ext4,xfs,pmfs,nova,flatfs}.

Run ./plot.py to draw the figure.

5.3 Reproducing Figure 10(b)

Change current directory into evaluation/path_walk_sensitivity/sensitity.

Run ./clean to clean old data.

Run ./run to collect data for FlatFS file system.

Run ./plot.py to draw the figure.

5.4 Reproducing Table 2

Change current directory into evaluation/path_walk_sensitivity/seq_rand.

Run ./clean to clean old data.

Run ./run $FS to collect data for each file system, $FS={vfs,flatfs}.

Run ./plot.py to draw the table.

5.5 Reproducing Table 3

Change current directory into evaluation/directory_range_operation.

Run ./clean to clean old data.

Run ./run $FS to collect data for each file system, $FS={ext4,xfs,pmfs,nova,flatfs}.

Run ./plot.py to draw the table.

5.6 Reproducing Figure 11(a)

Change current directory into evaluation/filebench/fileserver.

Run ./clean to clean old data.

Run ./run $FS to collect data for each file system, $FS={ext4,xfs,pmfs,nova,flatfs}.

Run ./plot.py to draw the figure.

5.7 Reproducing Figure 11(b)

Change current directory into evaluation/filebench/varmail.

Run ./clean to clean old data.

Run ./run $FS to collect data for each file system, $FS={ext4,xfs,pmfs,nova,flatfs}.

Run ./plot.py to draw the figure.

5.8 Reproducing Table 4

Change current directory into evaluation/fxmark.

Run ./clean to clean old data.

Run ./run $FS to collect data for each file system, $FS={ext4,xfs,pmfs,nova,flatfs}.

Run ./plot.py to draw the table.

5.8 Reproducing Figure 12(a)

Change current directory into evaluation/git.

Run ./clean to clean old data.

Run ./run $FS to collect data for each file system, $FS={ext4,xfs,pmfs,nova,flatfs,flatfs_opt}.

Run ./plot.py to draw the figure.

5.9 Reproducing Figure 12(b)

Change current directory into evaluation/psearchy.

Run ./clean to clean old data.

Run ./run $FS to collect data for each file system, $FS={ext4,xfs,pmfs,nova,flatfs}.

Run ./plot.py to draw the figure.

5.10 Reproducing Table 5

Run ./clean to clean old data.

Change current directory evaluation/hive.

Run ./run $FS to collect data for each file system, $FS={ext4,xfs,pmfs,nova,flatfs}.

Run ./plot.py to draw the table.

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