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Ceph Intro & Architectural Overview
Ross Turk
VP Community, Inktank
ME ME ME ME ME ME.
2
I made a slide today. It’s all about me.
Ross Turk
VP Community, Inktank
ross@inktank.com
@rossturk
inktank.com | ceph.com
3
CLOUD SERVICES
COMPUTE NETWORK STORAGE
the future of storage™
4
HUMA
N
COMPUTER TAPE
HUMA
N
ROCK
HUMA
N
INK
PAPER
5
HUMA
N
COMPUTER TAPE
6
YOU
TECHNOLOG
Y
YOUR DATA
7
How Much Store Things All Human
History?!
writing
paper
computers
distributed storage
cloud computing
gaaaaaaaaahhhh!!!!!!
carving
8
HUMA
N
COMPUTE
R
DISK
DISK
DISK
DISK
DISK
DISK
DISK
HUMA
N
HUMA
N
9
DISK
DISK
DISK
DISK
DISK
DISK
DISK
DISK
DISK
DISK
DISK
DISK
HUMAN
HUMAN
HUMAN
HUMAN
HUMAN
HUMAN
HUMAN
HUMAN
HUMAN
HUMAN
HUMAN
HUMANHUMAN
HUMAN
HUMAN
HUMAN
HUMAN
HUMAN
HUMAN
HUMAN
HUMAN
HUMAN
COMPUTE
R
10
DISK
DISK
DISK
DISK
DISK
DISK
DISK
DISK
DISK
DISK
DISK
DISK
HUMAN
HUMAN
HUMAN
HUMAN
HUMAN
HUMAN
HUMAN
HUMAN
HUMAN
HUMAN
HUMAN
HUMANHUMAN
HUMAN
HUMAN
HUMAN
HUMAN
HUMAN
HUMAN
HUMAN
HUMAN
HUMAN
GIANT
SPENDY
COMPUTE
R
11
DISK
COMPUTE
R
HUMA
N
HUMA
N
HUMA
N
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
12
HUMA
N
HUMA
N
HUMA
N
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
13
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
“STORAGE APPLIANCE”
Storage Appliance
Michael Moll, Wikipedia / CC BY-SA 2.0 14
SUPPORT AND
MAINTENANCE
PROPRIETARY
SOFTWARE
15
PROPRIETARY
HARDWARE
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
34% of 2012 revenue
(5.2 billion dollars)
1.1 billion in R&D
spent in 2012
1.6 million square feet
of manufacturing space
16
1
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THE CLOUD
SUPPORT AND
MAINTENANCE
PROPRIETARY
SOFTWARE
17
PROPRIETARY
HARDWARE
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
STANDARD
HARDWARE
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
DISK
COMPUTE
R
OPEN SOURCE
SOFTWARE
ENTERPRISE
SUBSCRIPTION
(optional)
18
19
OPEN
SOURCE
COMMUNITY-
FOCUSED
SCALABL
E
NO SINGLE POINT OF
FAILURE
SOFTWARE
BASED
SELF-
MANAGING
philosophy design
20
8 years & 20,000 commits later…
21
CEPH
OBJECT GATEWAY
A powerful S3- and Swift-
compatible gateway that
brings the power of the
Ceph Object Store to
modern applications
CEPH
BLOCKDEVICE
A distributed virtual block
device that delivers high-
performance, cost-
effective storage for
virtual machines and
legacy applications
CEPH
FILESYSTEM
A distributed, scale-out
filesystem with POSIX
semantics that provides
storage for a legacy and
modern applications
OBJECTS VIRTUAL DISKS FILES & DIRECTORIES
CEPH STORAGECLUSTER
A reliable, easy to manage, next-generation distributed object
store that provides storage of unstructured data for applications
22
RADOS
A reliable, autonomous, distributed object store comprised of self-healing, self-
managing, intelligent storage nodes
LIBRADOS
A library allowing
apps to directly
access RADOS,
with support for
C, C++, Java,
Python, Ruby,
and PHP
RBD
A reliable and fully-
distributed block
device, with a Linux
kernel client and a
QEMU/KVM driver
CEPH FS
A POSIX-compliant
distributed file
system, with a Linux
kernel client and
support for FUSE
RADOSGW
A bucket-based REST
gateway, compatible
with S3 and Swift
APP APP HOST/VM CLIENT
23
RADOS
A reliable, autonomous, distributed object store comprised of self-healing, self-
managing, intelligent storage nodes
LIBRADOS
A library allowing
apps to directly
access RADOS,
with support for
C, C++, Java,
Python, Ruby,
and PHP
RBD
A reliable and fully-
distributed block
device, with a Linux
kernel client and a
QEMU/KVM driver
CEPH FS
A POSIX-compliant
distributed file
system, with a Linux
kernel client and
support for FUSE
RADOSGW
A bucket-based REST
gateway, compatible
with S3 and Swift
APP APP HOST/VM CLIENT
24
DISK
FS
DISK DISK
OSD
DISK DISK
OSD OSD OSD OSD
FS FS FSFS
btrfs
xfs
ext4
MMM
25
M
M
M
HUMAN
26
Monitors:
• Maintain cluster membership
and state
• Provide consensus for
distributed decision-making
• Small, odd number
• These do not serve stored
objects to clients
M
OSDs:
• 10s to 10000s in a cluster
• One per disk
• (or one per SSD, RAID group…)
• Serve stored objects to
clients
• Intelligently peer to perform
replication and recovery tasks
27
RADOS
A reliable, autonomous, distributed object store comprised of self-healing, self-managing,
intelligent storage nodes
LIBRADOS
A library allowing
apps to directly
access RADOS,
with support for
C, C++, Java,
Python, Ruby,
and PHP
RBD
A reliable and fully-
distributed block
device, with a Linux
kernel client and a
QEMU/KVM driver
CEPH FS
A POSIX-compliant
distributed file
system, with a Linux
kernel client and
support for FUSE
RADOSGW
A bucket-based REST
gateway, compatible
with S3 and Swift
APP APP HOST/VM CLIENT
LIBRADOS
M
M
M
28
APP
socket
L
LIBRADOS
• Provides direct access to
RADOS for applications
• C, C++, Python, PHP, Java, Erl
ang
• Direct access to storage nodes
• No HTTP overhead
30
RADOS
A reliable, autonomous, distributed object store comprised of self-healing, self-
managing, intelligent storage nodes
LIBRADOS
A library allowing
apps to directly
access RADOS,
with support for
C, C++, Java,
Python, Ruby,
and PHP
RBD
A reliable and fully-
distributed block
device, with a Linux
kernel client and a
QEMU/KVM driver
CEPH FS
A POSIX-compliant
distributed file
system, with a Linux
kernel client and
support for FUSE
RADOSGW
A bucket-based REST
gateway, compatible
with S3 and Swift
APP APP HOST/VM CLIENT
31
M
M
M
LIBRADOS
RADOSGW
APP
socket
REST
32
RADOS Gateway:
• REST-based object storage
proxy
• Uses RADOS to store objects
• API supports
buckets, accounts
• Usage accounting for billing
• Compatible with S3 and
Swift applications
33
RADOS
A reliable, autonomous, distributed object store comprised of self-healing, self-managing,
intelligent storage nodes
LIBRADOS
A library allowing
apps to directly
access RADOS,
with support for
C, C++, Java,
Python, Ruby,
and PHP
CEPH FS
A POSIX-compliant
distributed file
system, with a Linux
kernel client and
support for FUSE
RADOSGW
A bucket-based REST
gateway, compatible
with S3 and Swift
APP APP HOST/VM CLIENT
RBD
A reliable and fully-
distributed block
device, with a Linux
kernel client and a
QEMU/KVM driver
34
M
M
M
VM
LIBRADOS
LIBRBD
VIRTUALIZATION CONTAINER
LIBRADOS
35
M
M
M
LIBRBD
CONTAINER
LIBRADOS
LIBRBD
CONTAINERVM
LIBRADOS
36
M
M
M
KRBD (KERNEL MODULE)
HOST
37
RADOS Block Device:
• Storage of disk images in
RADOS
• Decouples VMs from host
• Images are striped across the
cluster (pool)
• Snapshots
• Copy-on-write clones
• Support in:
• Mainline Linux Kernel (2.6.39+)
• Qemu/KVM, native Xen coming
soon
• OpenStack, CloudStack, Nebula,
Proxmox
38
RADOS
A reliable, autonomous, distributed object store comprised of self-healing, self-managing,
intelligent storage nodes
LIBRADOS
A library allowing
apps to directly
access RADOS,
with support for
C, C++, Java,
Python, Ruby,
and PHP
RBD
A reliable and fully-
distributed block
device, with a Linux
kernel client and a
QEMU/KVM driver
CEPH FS
A POSIX-compliant
distributed file
system, with a Linux
kernel client and
support for FUSE
RADOSGW
A bucket-based REST
gateway, compatible
with S3 and Swift
APP APP HOST/VM CLIENT
39
M
M
M
CLIENT
01
10
data
metadata
40
Metadata Server
• Manages metadata for a
POSIX-compliant shared
filesystem
• Directory hierarchy
• File metadata
(owner, timestamps, mode, et
c.)
• Stores metadata in RADOS
• Does not serve file data to
clients
• Only required for shared
filesystem
What Makes Ceph Unique?
Part one: CRUSH
41
42
APP
??
DC
DC
DC
DC
DC
DC
DC
DC
DC
DC
DC
DC
How Long Did It Take You To Find Your Keys This Morning?
azmeen, Flickr / CC BY 2.0 43
44
APP
DC
DC
DC
DC
DC
DC
DC
DC
DC
DC
DC
DC
Dear Diary: Today I Put My Keys on the Kitchen Counter
Barnaby, Flickr / CC BY 2.0 45
46
APP
DC
DC
DC
DC
DC
DC
DC
DC
DC
DC
DC
DC
A-G
H-N
O-T
U-Z
F*
I Always Put My Keys on the Hook By the Door
vitamindave, Flickr / CC BY 2.0 47
HOW DO YOU
FIND YOUR KEYS
WHEN YOUR HOUSE
IS
INFINITELY BIG
AND
ALWAYS CHANGING?
48
The Answer: CRUSH!!!!!
pasukaru76, Flickr / CC SA 2.0 49
50
10 10 01 01 10 10 01 11 01 10
10 10 01 01 10 10 01 11 01 10
hash(object name) % num pg
CRUSH(pg, cluster state, rule set)
51
10 10 01 01 10 10 01 11 01 10
10 10 01 01 10 10 01 11 01 10
52
CRUSH
• Pseudo-random placement
algorithm
• Fast calculation, no lookup
• Repeatable, deterministic
• Statistically uniform distribution
• Stable mapping
• Limited data migration on change
• Rule-based configuration
• Infrastructure topology aware
• Adjustable replication
• Weighting
53
CLIENT
??
54
NAME:"foo"
POOL:"bar"
0101 1111
1001 0011
1010 1101
0011 1011 "bar" = 3
hash("foo") % 256 = 0x23
OBJECT PLACEMENT GROUP
24
3
12
CRUSH TARGET OSDsPLACEMENT GROUP
3.23
3.23
55
56
57
CLIENT
??
What Makes Ceph Unique
Part two: thin provisioning
58
LIBRADOS
59
M
M
M
VM
LIBRBD
VIRTUALIZATION CONTAINER
HOW DO YOU
SPIN UP
THOUSANDS OF VMs
INSTANTLY
AND
EFFICIENTLY?
60
144
61
0 0 0 0
instant copy
= 144
4144
62
CLIENT
write
write
write
= 148
write
4144
63
CLIENT
read
read
read
= 148
What Makes Ceph Unique?
Part three: clustered metadata
64
POSIX Filesystem Metadata
Barnaby, Flickr / CC BY 2.0 65
66
M
M
M
CLIENT
01
10
67
M
M
M
68
one tree
three metadata servers
??
69
70
71
72
73
DYNAMIC SUBTREE PARTITIONING
Getting Started With Ceph
Read about the latest version of Ceph.
• The latest stuff is always at http://ceph.com/get
Deploy a test cluster using ceph-deploy.
• Read the quick-start guide at http://ceph.com/qsg
Deploy a test cluster on the AWS free-tier using Juju.
• Read the guide at http://ceph.com/juju
Read the rest of the docs!
• Find docs for the latest release at http://ceph.com/docs
74
Have a working cluster up quickly.
Getting Involved With Ceph
Most project discussion happens on the mailing list.
• Join or view archives at http://ceph.com/list
IRC is a great place to get help (or help others!)
• Find details and historical logs at http://ceph.com/irc
The tracker manages our bugs and feature requests.
• Register and start looking around at http://ceph.com/tracker
Doc updates and suggestions are always welcome.
• Learn how to contribute docs at http://ceph.com/docwriting
75
Help build the best storage system around!
Ceph Cuttlefish (v0.61.x)
1. New ceph-deploy provisioning tool
2. New Chef cookbooks
3. Fully-tested packages for RHEL (in EPEL)
4. RGW authentication management API
5. RADOS pool quotas
6. New ceph df
7. RBD incremental snapshots
76
Best Ceph ever.
Questions?
77
Ross Turk
VP Community, Inktank
ross@inktank.com
@rossturk
inktank.com | ceph.com

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Ceph Intro and Architectural Overview by Ross Turk

Editor's Notes

  1. Hi, welcome to my talk. I’m really happy that you chose to join me for this, given your many other choices. Believe me, I’m going to tell you things that will literally tear your head off. Ok, not literally. That would be really messy.
  2. Working through a computer means that we can store more information, and we can store it more quickly. But it also means that we’re separated from the information we’ve created.
  3. Working through a computer means that we can store more information, and we can store it more quickly. But it also means that we’re separated from the information we’ve created.
  4. Ceph was designed to be self-managing. Lots of distributed storage systems require operator intervention when something goes wrong.
  5. RADOS is a distributed object store, and it’s the foundation for Ceph. On top of RADOS, the Ceph team has built three applications that allow you to store data and do fantastic things. But before we get into all of that, let’s start at the beginning of the story.
  6. But that’s a lot to digest all at once. Let’s start with RADOS.
  7. Remember all that meta-data we talked about in the beginning? Feels so long ago. It has to be stored somewhere! Something has to keep track of who created files, when they were created, and who has the right to access them. And something has to remember where they live within a tree. Enter MDS, the Ceph Metadata Server. Clients accessing Ceph FS data first make a request to an MDS, which provides what they need to get files from the right OSDs.
  8. If you aren’t running Ceph FS, you don’t need to deploy metadata servers.
  9. So now that you know what Ceph is, I’m going to tell you what makes it different.
  10. All of that metadata for Ceph FS has to be stored somewhere. It’s a giant diary, keeping track of where everything is and who owns it.
  11. MDSs store all of their data within RADOS itself, but there’s still a problem…
  12. There are multiple MDSs!
  13. So how do you have one tree and multiple servers?
  14. If there’s just one MDS (which is a terrible idea), it manages metadata for the entire tree.
  15. When the second one comes along, it will intelligently partition the work by taking a subtree.
  16. When the third MDS arrives, it will attempt to split the tree again.
  17. Same with the fourth.
  18. A MDS can actually even just take a single directory or file, if the load is high enough. This all happens dynamically based on load and the structure of the data, and it’s called “dynamic subtree partitioning”.