potatogim / kevin

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KEVIN

What is KEVIN?

KEVIN is a fast, lightweight & POSIX-compliant file system with a key-value storage device that performs in-storage indexing.

KEVIN is composed of two main elements: KevinSSD(providing key-value interface with in-storage indexing), KevinFS(providing file system abstraction)

The original paper that introduced KEVIN is currently in the revision stage of USENIX OSDI 2021.

The archive snapshot with a detailed screencast used in the paper is available at DOI.

Prerequisites

  • KevinFS is implemented in Linux kernel 4.15.18. The kernel source is provided below.

  • KevinSSD is currently built on special hardware(Xilinx VCU108+Customized NAND Flash).

    • VCU board is connected to host with PCIe interface.
    • KevinSSD runs on virtual machine(QEMU) and communicates to KevinFS with shared memory(w/ hugepage).
    • To run KevinSSD, Xilinx Vivado 2018.1 must be pre-installed on the VM.

Source code:

  • KevinSSD

  • KevinFS is contained in this repository(./kevin/kevinfs).

  • BlockSSD: Block device implemented with PageFTL for comparison.

  • Kernel: Kernel source used with Kevin.

Installation & Execution

Acquiring source code & preparation

  • Clone required repository(KevinFS) into your host machine.
$ git clone https://github.com/dgist-datalab/kevin
  • On the host machine, add default_hugepagese=1G hugepagesz=1G hugepage=236 intel_iommu=on nopat to GRUB_CMDLINE_LINUX_DEFAULT in GRUB configuration file(located by default in /etc/default/grub).

    Currently, KEVIN uses hugepage as the communicator between KevinFS and KevinSSD.

  • To set up the VM(KevinSSD, BlockSSD) environment, modify libvirt/passthru.xml adequately and use virsh define libvirt/passthru.xml. Then run the VM:

    # cd ~/kevin; . ./env; cd benchmark; ./setup_vm.sh
    
  • On the VM, clone required repositories(BlockSSD, KevinSSD).

    $ git clone https://github.com/dgist-datalab/KevinSSD
    $ git clone https://github.com/dgist-datalab/BlockSSD
    
  • On the VM, run following command and paste the result to ~/BlockSSD/interface/cheeze_hg_block.c:16 and ~/KevinSSD/interface/koo_hg_inf.c:24.

    $ echo 0x$(sudo lspci -vvv | grep -A6 Inter-VM | grep size=4G | awk '{print $5}')
    
  • To run KevinFS successfully, you should modify ~/kevin/env to match it to your workspace layout.

KevinSSD (on VM)

  1. Initialize the FPGA board.

    $ git clone https://github.com/chanwooc/amf-driver.git; cd amf-driver/programFPGA
    $ ./program-vcu108.sh
    
  2. Install required packages as following:

    $ sudo apt install libjemalloc-dev
    
  3. Build the binary.

    $ cd ~/KevinSSD; make
    
  4. Run!

    Note: If you don't have the hardware stated above, this process cannot succeed.

    To shutdown the KevinSSD, just hit Ctrl+C.

    $ sudo ./koo_kv_driver -x -l 4 -c 3 -t 5
    

KevinFS (on host machine)

KevinFS can only be built & executed in Linux kernel 4.15.18.

  1. Run following command on the host machine.

    Following result is just an example. Virtual values will vary across systems.

    $ cat /tmp/setup_vm
    [  169.796239] hugetlbfs: qemutest: index 0: 0x3f00000000
    [  169.863023] hugetlbfs: qemutest: index 1: 0x3ec0000000
    [  169.921743] hugetlbfs: qemutest: index 2: 0x3e80000000
    [  169.980463] hugetlbfs: qemutest: index 3: 0x3e40000000
    

    Copy & paste the memory addresses (e.g. 0x3f00000000) of index 0,1,2 into line 35, 36, 37 of ~/kevin/kevinfs/cheeze/cheeze.h.

  2. Build the KevinFS binary.

    $ cd ~/kevin/kevinfs; make
    
  3. Mount the file system.

    # rmmod cheeze 2>/dev/null # Remove conflicting module
    # ./run.sh /bench
    
  4. KevinFS will be now available at /bench.

Benchmark

Before running the benchmark scripts, you should shutdown KevinSSD & KevinFS. Following scripts will automatically build and destroy them, to guarantee a consistent result.

  • To run example benchmark(part of filebench):

    • This command takes only 5 hours to run in total.
    • run:
      • kevin (<30 mins to run): cd benchmark/filebench/example; ../filebench_vm_kevin.sh {test_name}
      • others (<270 mins to run): cd benchmark/filebench/example; ./filebench_vm.sh {test_name}
    • Results will be saved in a directory called /log/{benchmark_name}_{test_name}-{date}.
  • To run all scripts in directory ~/kevin/benchmark to replicate the full experiments in the paper

    • This command takes 2 week to run 1 repeat of all benchmarks for all filesystems (we should run across 5 file systems).
    • filebench:
      • kevin: cd benchmark/filebench/workloads; ../filebench_vm_kevin.sh {test_name}
      • others: cd benchmark/filebench/workloads; ../filebench_vm.sh {test_name}
    • fio:
      • kevin: cd benchmark/fio; ./fio_kevin.sh {test_name}
      • others: cd benchmark/fio; ./fio.sh {test_name}
    • aged filesystem:
      • kevin: cd benchmark/fragmentation/workloads; ../frag_filebench_geriatrix-kevin.sh {test_name}
      • others: cd benchmark/fragmentation/workloads; ../frag_filebench_geriatrix.sh {test_name}
    • applications(linux):
      • kevin: cd benchmark/application/linux/kevin; ./linux.sh; ./rsync.sh {test_name}
      • others: cd benchmark/application/linux; ./linux.sh; ./rsync.sh {test_name}
    • applications(tpcc):
      • kevin: cd benchmark/application/tpcc/kevin; ./tpcc.sh {test_name}
      • others: cd benchmark/application/tpcc; ./tpcc.sh {test_name}
    • Results will be saved in a directory called /log/{benchmark_name}_{test_name}-{date}.
  • Log structure:

    totallog: Stdout/stderr of the benchmark script
    flashdriver: The log of SSD simulator
    slab: Slab information of the kernel
    dmesg: Kernel log
    vmstat: Polled vmstat log
    perf: Stdout of benchmark softwares(e.g. filebench)
    
  • We used Geriatrix for file system aging, to simulate fragmentation.

  • You may tune some parameters to reproduce the results in the paper.

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