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(c) 2009 Facebook, Inc. or its licensors. "Facebook" is a registered trademark of Facebook, Inc.. All rights reserved. 1.0
Richard Wareing
Production Engineer
October 27 th, 2017
Realtime XFS
Solving The Metadata Problem
1 The Problem
2 XFS w/ Realtime Subvolumes
3 GlusterFS Application
4 Facebook Enhanacements
5 Questions?
Agenda
Quick Tangent
Some Perspective: Strengths
▪ GlusterFS xlator architecture is elegant, don’t give this up…ever
▪ Tends to enforce good design on new developers
▪ Good isolation between components (with some cheating in some
places)
▪ IO Latencies: Yet to see anything in the open source realm come close
to the latencies we see on GlusterFS for metadata
▪ Simplicity: Very easy to setup, configure & manage.
▪ Open Source: Community is strong, growing with diverse use-cases
Quick Tangent
Some Perspective: Things we need to work on…
▪ Scaling: There continues to be a huge disparity between GlusterFS and
it’s contemporaries. Ceph & HDFS both scale dramatically more.
▪ Code Quality: More commenting! This helps bring in more developers,
ease code review.
▪ Lack of JBOD support: GlusterFS requires some form of RAID[5 -6] which
adds complexity and expense
▪ Drains/Rebuilds: Without use of some XFS tricks, this is still quite slow,
taking weeks vs. days.
The Problem
GlusterFS & Metadata
▪ Preface this…
▪ Leveraging underlying FS for metadata storage was a good decision
▪ -Simplicity of design, reliability
▪ But this design choice isn’t without problems…
▪ Heavy reliance on metadata
▪ xattrs à AFR “journal”, xlator attributes for DHT, quota etc
The Problem
GlusterFS & Metadata
▪ DHT directory operations “magnify” à Single ”ls” à 1000’s of VFS
system calls
Brick 8
ls –l /foo
10 ms 8 ms 5 ms 15 ms 2 ms 11 ms 50 ms 15 ms 20 ms
50 ms
Subvol 0
readdir
Optimize
Subvol 1 Subvol 2
Brick 1 Brick 4 Brick 7 Brick 2 Brick 5 Brick 3 Brick 6 Brick 9
AFR
Optimization
s
(Slow Sub-Vol)
The Problem
Quantifying the Problem
▪ blktrace to examine physical
block device Ios
▪ Examine RWBS field
▪ Example 1: CREATE heavy
▪ Blob store ’ish workload
▪ 51% metadata
CREATE heavy workload
The Problem
Quantifying the Problem
▪ Example 2: MKDIR heavy workload
▪ Deep directory structures
▪ ”FS as database” use-case
▪ 83% metadata
MKDIR heavy workload
The Problem
Traditional Solutions
▪ Page Cache
▪ Pro: Simplicity à just “works”; works with any storage system
▪ Cons: DRAM is expensive, limited space to cache objects, doesn’t help
write heavy use-cases.
▪ Dedicated Metadata Stores
▪ Pros: Good designs can scale well; works with write heavy workloads
▪ Cons: Added complexity à Reliability, management overhead;
maintaining consistency can be challenging; very specific to storage
system
▪ Can we combine the best of both?
XFS w/ Realtime Subvol
Overview
Realtime Block Device
Standard Block Device
Metadata
Intent
Log (Journal)
Data Blocks
XFS
Metadata
Intent
Log (Journal)
Data Blocks
Realtime Data
Blocks
XFS
Filesystem
Optional: Can
be moved.
XFS
Filesystem
XFS w/ Realtime Subvol
Realtime Allocator
RT Extent 1 RT Extent 2 RT Extent 3 RT Extent 4 RT Extent 5
RT Extent 6 RT Extent 7 RT Extent 8 RT Extent 9 RT Extent 10
… … … … …
… … … … …
… … … …
RT Extent n
Tunable to any Fixed size,
guaranteed contiguous!
Realtime Bitmap
Block Allocator
GlusterFS Application
Brick Filesystem Layout
/mnt/brick1
/mnt/brick2
sdb1
Metadata Intent Log
File Cache
(Optional)
sdb2
Metadata Intent Log
File Cache
(Optional)
sdc1
Data Blocks
sdd1
Data Blocks
SSD (sdb) HDDs (sdc-
sdd)
GlusterFS Application
Benefits: Combines best of both worlds (mostly)
▪ Pros
▪ Simplicity à just “works”, no changes to GlusterFS core
▪ Works with any storage system
▪ Works with write or ready heavy metadata workloads
▪ SSD based File caching à Trivial to implement à “.cache” directory
▪ Cons
▪ Does not scale independently of bricks
▪ Changes require kernel patches potentially
▪ Realtime allocator is single-thread optimized, this may present problems for some
workloads à JBOD support?
Facebook Enhancements
Kernel Patches (Pending XFS maintainer review)
▪ statfs
▪ Return realtime device usage if rtinherit flag is set à More intuitive
▪ rtallocsize
▪ Small (initial) allocations stored on realtime subvolume automatically
▪ rtfallbackpct
▪ Allocate data to realtime device if data block device (e.g. SSD) usage is
above rtfallbackpct
Thank-you!
Questions?
(c) 2009 Facebook, Inc. or its licensors. "Facebook" is a registered trademark of Facebook, Inc.. All rights reserved. 1.0

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GlusterFS w/ Tiered XFS

  • 1. (c) 2009 Facebook, Inc. or its licensors. "Facebook" is a registered trademark of Facebook, Inc.. All rights reserved. 1.0
  • 2. Richard Wareing Production Engineer October 27 th, 2017 Realtime XFS Solving The Metadata Problem
  • 3. 1 The Problem 2 XFS w/ Realtime Subvolumes 3 GlusterFS Application 4 Facebook Enhanacements 5 Questions? Agenda
  • 4. Quick Tangent Some Perspective: Strengths ▪ GlusterFS xlator architecture is elegant, don’t give this up…ever ▪ Tends to enforce good design on new developers ▪ Good isolation between components (with some cheating in some places) ▪ IO Latencies: Yet to see anything in the open source realm come close to the latencies we see on GlusterFS for metadata ▪ Simplicity: Very easy to setup, configure & manage. ▪ Open Source: Community is strong, growing with diverse use-cases
  • 5. Quick Tangent Some Perspective: Things we need to work on… ▪ Scaling: There continues to be a huge disparity between GlusterFS and it’s contemporaries. Ceph & HDFS both scale dramatically more. ▪ Code Quality: More commenting! This helps bring in more developers, ease code review. ▪ Lack of JBOD support: GlusterFS requires some form of RAID[5 -6] which adds complexity and expense ▪ Drains/Rebuilds: Without use of some XFS tricks, this is still quite slow, taking weeks vs. days.
  • 6. The Problem GlusterFS & Metadata ▪ Preface this… ▪ Leveraging underlying FS for metadata storage was a good decision ▪ -Simplicity of design, reliability ▪ But this design choice isn’t without problems… ▪ Heavy reliance on metadata ▪ xattrs à AFR “journal”, xlator attributes for DHT, quota etc
  • 7. The Problem GlusterFS & Metadata ▪ DHT directory operations “magnify” à Single ”ls” à 1000’s of VFS system calls Brick 8 ls –l /foo 10 ms 8 ms 5 ms 15 ms 2 ms 11 ms 50 ms 15 ms 20 ms 50 ms Subvol 0 readdir Optimize Subvol 1 Subvol 2 Brick 1 Brick 4 Brick 7 Brick 2 Brick 5 Brick 3 Brick 6 Brick 9 AFR Optimization s (Slow Sub-Vol)
  • 8. The Problem Quantifying the Problem ▪ blktrace to examine physical block device Ios ▪ Examine RWBS field ▪ Example 1: CREATE heavy ▪ Blob store ’ish workload ▪ 51% metadata CREATE heavy workload
  • 9. The Problem Quantifying the Problem ▪ Example 2: MKDIR heavy workload ▪ Deep directory structures ▪ ”FS as database” use-case ▪ 83% metadata MKDIR heavy workload
  • 10. The Problem Traditional Solutions ▪ Page Cache ▪ Pro: Simplicity à just “works”; works with any storage system ▪ Cons: DRAM is expensive, limited space to cache objects, doesn’t help write heavy use-cases. ▪ Dedicated Metadata Stores ▪ Pros: Good designs can scale well; works with write heavy workloads ▪ Cons: Added complexity à Reliability, management overhead; maintaining consistency can be challenging; very specific to storage system ▪ Can we combine the best of both?
  • 11. XFS w/ Realtime Subvol Overview Realtime Block Device Standard Block Device Metadata Intent Log (Journal) Data Blocks XFS Metadata Intent Log (Journal) Data Blocks Realtime Data Blocks XFS Filesystem Optional: Can be moved. XFS Filesystem
  • 12. XFS w/ Realtime Subvol Realtime Allocator RT Extent 1 RT Extent 2 RT Extent 3 RT Extent 4 RT Extent 5 RT Extent 6 RT Extent 7 RT Extent 8 RT Extent 9 RT Extent 10 … … … … … … … … … … … … … … RT Extent n Tunable to any Fixed size, guaranteed contiguous! Realtime Bitmap Block Allocator
  • 13. GlusterFS Application Brick Filesystem Layout /mnt/brick1 /mnt/brick2 sdb1 Metadata Intent Log File Cache (Optional) sdb2 Metadata Intent Log File Cache (Optional) sdc1 Data Blocks sdd1 Data Blocks SSD (sdb) HDDs (sdc- sdd)
  • 14. GlusterFS Application Benefits: Combines best of both worlds (mostly) ▪ Pros ▪ Simplicity à just “works”, no changes to GlusterFS core ▪ Works with any storage system ▪ Works with write or ready heavy metadata workloads ▪ SSD based File caching à Trivial to implement à “.cache” directory ▪ Cons ▪ Does not scale independently of bricks ▪ Changes require kernel patches potentially ▪ Realtime allocator is single-thread optimized, this may present problems for some workloads à JBOD support?
  • 15. Facebook Enhancements Kernel Patches (Pending XFS maintainer review) ▪ statfs ▪ Return realtime device usage if rtinherit flag is set à More intuitive ▪ rtallocsize ▪ Small (initial) allocations stored on realtime subvolume automatically ▪ rtfallbackpct ▪ Allocate data to realtime device if data block device (e.g. SSD) usage is above rtfallbackpct
  • 17. (c) 2009 Facebook, Inc. or its licensors. "Facebook" is a registered trademark of Facebook, Inc.. All rights reserved. 1.0