SlideShare una empresa de Scribd logo
1 de 38
Descargar para leer sin conexión
A distributed storage system
whoami
● Italo Santos
● @ Locaweb since 2007
● Sysadmin @ Storage Team
Introduction
● Single Storage System
● Scalable
● Reliable
● Self-healing
● Fault Tolerant
● NO single point of failure
Architecture
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
Ceph Storage Cluster
OSDs
M
Monitors MDS
OSDs
OSDs
● One per disk
● Store data
● Replication
● Recovery
● Backfilling
● Rebalancing
● OSDs heartbeat
DISK
FS
DISK DISK
OSD
DISK DISK
OSD OSD OSD OSD
FS FS FSFS btrfs
xfs
ext4
MMM
M
Ceph Monitors
Monitors
● Cluster map
● Monitors map
● OSDs map
● Placement Group map
● CRUSH map
Metadata Server (MDS)
MDS
● Used only by CephFS
● POSIX-compliant shared filesystem
● Manage metadata
○ Directory hierarchy
○ File metadata
● Stores metadata on RADOS
CRUSH
CRUSH
● Pseudo-random placement algorithm
○ Fast calculation
○ Deterministic
● Statistically uniform distribution
● Limited data migration on change
● Rule-based configuration
10 10 01 01 10 10 01 11 01 10
10 10 01 01 10 10 01 11 01 10
CRUSH(pg, cluster state, rule set)
hash(object name) % num pg
CLIENT
??
Placement Groups (PGs)
Placement Groups
● Logical collection of objects
● Maps PGs to OSDs dynamically
● Computationally less expensive
○ Reduce number of process
○ Less of per-object metadata
● Dynamically rebalance
Placement Groups
Placement Groups
● Increase PGs reduces per-osd load
● ~100 PGs per OSD
(i.e., OSD per object = Number of replicas)
● Defined on pool creation
● PGs with multiple pools
○ Balance PGs per pool with PGs per OSD
Pools
Pools
● Replicated
○ Object replicated N times (i.e., default size = 3)
○ Object + 2 protection replicas
● Erasure Coded
○ Stores objects as K+M chunks (i.e., size = K+M)
○ Divided into K data chunks and M coding chunks
Ceph Clients
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
RadosGW
Ceph Object Gateway
RadosGW
● Object Storage Interface
● Apache + FastCGI
● S3-compatible
● Swift-compatible
● Common namespace
● Store data on Ceph cluster
RBD
Rados Block Device
RBD
● Block device interface
● Data striped on ceph cluster
● Thin-provisioned
● Snapshot support
● Linux Kernel-based (librbd)
● Cloud native support
CephFS
Ceph File System
CephFS
● POSIX-compliant filesystem
● Shared filesystem
● Directory hierarchy
● File metadata (owner, timestamps, mode, etc.)
● Ceph MDS required
● NOT production ready!
Thanks
Italo Santos @ Storage Team

Más contenido relacionado

La actualidad más candente

Ceph Intro and Architectural Overview by Ross Turk
Ceph Intro and Architectural Overview by Ross TurkCeph Intro and Architectural Overview by Ross Turk
Ceph Intro and Architectural Overview by Ross Turk
buildacloud
 

La actualidad más candente (20)

Ceph and RocksDB
Ceph and RocksDBCeph and RocksDB
Ceph and RocksDB
 
Ceph Intro and Architectural Overview by Ross Turk
Ceph Intro and Architectural Overview by Ross TurkCeph Intro and Architectural Overview by Ross Turk
Ceph Intro and Architectural Overview by Ross Turk
 
Ceph: Open Source Storage Software Optimizations on Intel® Architecture for C...
Ceph: Open Source Storage Software Optimizations on Intel® Architecture for C...Ceph: Open Source Storage Software Optimizations on Intel® Architecture for C...
Ceph: Open Source Storage Software Optimizations on Intel® Architecture for C...
 
Ceph
CephCeph
Ceph
 
Nick Fisk - low latency Ceph
Nick Fisk - low latency CephNick Fisk - low latency Ceph
Nick Fisk - low latency Ceph
 
BlueStore, A New Storage Backend for Ceph, One Year In
BlueStore, A New Storage Backend for Ceph, One Year InBlueStore, A New Storage Backend for Ceph, One Year In
BlueStore, A New Storage Backend for Ceph, One Year In
 
Ceph Performance and Sizing Guide
Ceph Performance and Sizing GuideCeph Performance and Sizing Guide
Ceph Performance and Sizing Guide
 
What you need to know about ceph
What you need to know about cephWhat you need to know about ceph
What you need to know about ceph
 
[OpenStack Days Korea 2016] Track1 - All flash CEPH 구성 및 최적화
[OpenStack Days Korea 2016] Track1 - All flash CEPH 구성 및 최적화[OpenStack Days Korea 2016] Track1 - All flash CEPH 구성 및 최적화
[OpenStack Days Korea 2016] Track1 - All flash CEPH 구성 및 최적화
 
Seastore: Next Generation Backing Store for Ceph
Seastore: Next Generation Backing Store for CephSeastore: Next Generation Backing Store for Ceph
Seastore: Next Generation Backing Store for Ceph
 
Build an High-Performance and High-Durable Block Storage Service Based on Ceph
Build an High-Performance and High-Durable Block Storage Service Based on CephBuild an High-Performance and High-Durable Block Storage Service Based on Ceph
Build an High-Performance and High-Durable Block Storage Service Based on Ceph
 
Performance optimization for all flash based on aarch64 v2.0
Performance optimization for all flash based on aarch64 v2.0Performance optimization for all flash based on aarch64 v2.0
Performance optimization for all flash based on aarch64 v2.0
 
Seastore: Next Generation Backing Store for Ceph
Seastore: Next Generation Backing Store for CephSeastore: Next Generation Backing Store for Ceph
Seastore: Next Generation Backing Store for Ceph
 
Ceph Block Devices: A Deep Dive
Ceph Block Devices:  A Deep DiveCeph Block Devices:  A Deep Dive
Ceph Block Devices: A Deep Dive
 
Bluestore
BluestoreBluestore
Bluestore
 
Ceph Day Beijing - Ceph All-Flash Array Design Based on NUMA Architecture
Ceph Day Beijing - Ceph All-Flash Array Design Based on NUMA ArchitectureCeph Day Beijing - Ceph All-Flash Array Design Based on NUMA Architecture
Ceph Day Beijing - Ceph All-Flash Array Design Based on NUMA Architecture
 
Storage 101: Rook and Ceph - Open Infrastructure Denver 2019
Storage 101: Rook and Ceph - Open Infrastructure Denver 2019Storage 101: Rook and Ceph - Open Infrastructure Denver 2019
Storage 101: Rook and Ceph - Open Infrastructure Denver 2019
 
Your 1st Ceph cluster
Your 1st Ceph clusterYour 1st Ceph cluster
Your 1st Ceph cluster
 
Block Storage For VMs With Ceph
Block Storage For VMs With CephBlock Storage For VMs With Ceph
Block Storage For VMs With Ceph
 
Ceph Object Storage Reference Architecture Performance and Sizing Guide
Ceph Object Storage Reference Architecture Performance and Sizing GuideCeph Object Storage Reference Architecture Performance and Sizing Guide
Ceph Object Storage Reference Architecture Performance and Sizing Guide
 

Destacado

OpenNebulaConf 2014 - Using Ceph to provide scalable storage for OpenNebula -...
OpenNebulaConf 2014 - Using Ceph to provide scalable storage for OpenNebula -...OpenNebulaConf 2014 - Using Ceph to provide scalable storage for OpenNebula -...
OpenNebulaConf 2014 - Using Ceph to provide scalable storage for OpenNebula -...
OpenNebula Project
 
7 distributed storage_open_stack
7 distributed storage_open_stack7 distributed storage_open_stack
7 distributed storage_open_stack
openstackindia
 
Strategies for Distributed Data Storage
Strategies for Distributed Data StorageStrategies for Distributed Data Storage
Strategies for Distributed Data Storage
kakugawa
 

Destacado (13)

OpenNebulaConf 2014 - Using Ceph to provide scalable storage for OpenNebula -...
OpenNebulaConf 2014 - Using Ceph to provide scalable storage for OpenNebula -...OpenNebulaConf 2014 - Using Ceph to provide scalable storage for OpenNebula -...
OpenNebulaConf 2014 - Using Ceph to provide scalable storage for OpenNebula -...
 
2014 Ceph NYLUG Talk
2014 Ceph NYLUG Talk2014 Ceph NYLUG Talk
2014 Ceph NYLUG Talk
 
Distributed storage performance for OpenStack clouds using small-file IO work...
Distributed storage performance for OpenStack clouds using small-file IO work...Distributed storage performance for OpenStack clouds using small-file IO work...
Distributed storage performance for OpenStack clouds using small-file IO work...
 
Torus
TorusTorus
Torus
 
A Design of Distributed Storage System over HTTP for Collecting Sensor Data
A Design of Distributed Storage System over HTTP for Collecting Sensor DataA Design of Distributed Storage System over HTTP for Collecting Sensor Data
A Design of Distributed Storage System over HTTP for Collecting Sensor Data
 
DumpFS - A Distributed Storage Solution
DumpFS - A Distributed Storage SolutionDumpFS - A Distributed Storage Solution
DumpFS - A Distributed Storage Solution
 
7 distributed storage_open_stack
7 distributed storage_open_stack7 distributed storage_open_stack
7 distributed storage_open_stack
 
Distributed storage system
Distributed storage systemDistributed storage system
Distributed storage system
 
Tachyon workshop 2015-07-19
Tachyon workshop 2015-07-19Tachyon workshop 2015-07-19
Tachyon workshop 2015-07-19
 
Deploying pNFS over Distributed File Storage w/ Jiffin Tony Thottan and Niels...
Deploying pNFS over Distributed File Storage w/ Jiffin Tony Thottan and Niels...Deploying pNFS over Distributed File Storage w/ Jiffin Tony Thottan and Niels...
Deploying pNFS over Distributed File Storage w/ Jiffin Tony Thottan and Niels...
 
Distributed Storage and Compute With Ceph's librados (Vault 2015)
Distributed Storage and Compute With Ceph's librados (Vault 2015)Distributed Storage and Compute With Ceph's librados (Vault 2015)
Distributed Storage and Compute With Ceph's librados (Vault 2015)
 
Strategies for Distributed Data Storage
Strategies for Distributed Data StorageStrategies for Distributed Data Storage
Strategies for Distributed Data Storage
 
Ceph Overview for Distributed Computing Denver Meetup
Ceph Overview for Distributed Computing Denver MeetupCeph Overview for Distributed Computing Denver Meetup
Ceph Overview for Distributed Computing Denver Meetup
 

Similar a Ceph - A distributed storage system

Ceph storage for ocp deploying and managing ceph on top of open shift conta...
Ceph storage for ocp   deploying and managing ceph on top of open shift conta...Ceph storage for ocp   deploying and managing ceph on top of open shift conta...
Ceph storage for ocp deploying and managing ceph on top of open shift conta...
OrFriedmann
 
New Features for Ceph with Cinder and Beyond
New Features for Ceph with Cinder and BeyondNew Features for Ceph with Cinder and Beyond
New Features for Ceph with Cinder and Beyond
OpenStack Foundation
 
INFINISTORE(tm) - Scalable Open Source Storage Arhcitecture
INFINISTORE(tm) - Scalable Open Source Storage ArhcitectureINFINISTORE(tm) - Scalable Open Source Storage Arhcitecture
INFINISTORE(tm) - Scalable Open Source Storage Arhcitecture
Thomas Uhl
 

Similar a Ceph - A distributed storage system (20)

OSDC 2015: John Spray | The Ceph Storage System
OSDC 2015: John Spray | The Ceph Storage SystemOSDC 2015: John Spray | The Ceph Storage System
OSDC 2015: John Spray | The Ceph Storage System
 
Ceph - Desmistificando Software-Define Storage
Ceph - Desmistificando Software-Define StorageCeph - Desmistificando Software-Define Storage
Ceph - Desmistificando Software-Define Storage
 
XenSummit - 08/28/2012
XenSummit - 08/28/2012XenSummit - 08/28/2012
XenSummit - 08/28/2012
 
Open Source Storage at Scale: Ceph @ GRNET
Open Source Storage at Scale: Ceph @ GRNETOpen Source Storage at Scale: Ceph @ GRNET
Open Source Storage at Scale: Ceph @ GRNET
 
Red Hat Storage 2014 - Product(s) Overview
Red Hat Storage 2014 - Product(s) OverviewRed Hat Storage 2014 - Product(s) Overview
Red Hat Storage 2014 - Product(s) Overview
 
Ceph Day New York 2014: Future of CephFS
Ceph Day New York 2014:  Future of CephFS Ceph Day New York 2014:  Future of CephFS
Ceph Day New York 2014: Future of CephFS
 
Ceph Day NYC: The Future of CephFS
Ceph Day NYC: The Future of CephFSCeph Day NYC: The Future of CephFS
Ceph Day NYC: The Future of CephFS
 
The Future of Cloud Software Defined Storage with Ceph: Andrew Hatfield, Red Hat
The Future of Cloud Software Defined Storage with Ceph: Andrew Hatfield, Red HatThe Future of Cloud Software Defined Storage with Ceph: Andrew Hatfield, Red Hat
The Future of Cloud Software Defined Storage with Ceph: Andrew Hatfield, Red Hat
 
Cncf meetup-rook
Cncf meetup-rookCncf meetup-rook
Cncf meetup-rook
 
Cncf meetup-rook
Cncf meetup-rookCncf meetup-rook
Cncf meetup-rook
 
7. Cloud Native Computing - Kubernetes - Bratislava - Rook.io
7. Cloud Native Computing - Kubernetes - Bratislava - Rook.io7. Cloud Native Computing - Kubernetes - Bratislava - Rook.io
7. Cloud Native Computing - Kubernetes - Bratislava - Rook.io
 
Ceph storage for ocp deploying and managing ceph on top of open shift conta...
Ceph storage for ocp   deploying and managing ceph on top of open shift conta...Ceph storage for ocp   deploying and managing ceph on top of open shift conta...
Ceph storage for ocp deploying and managing ceph on top of open shift conta...
 
Ceph Day Santa Clara: The Future of CephFS + Developing with Librados
Ceph Day Santa Clara: The Future of CephFS + Developing with LibradosCeph Day Santa Clara: The Future of CephFS + Developing with Librados
Ceph Day Santa Clara: The Future of CephFS + Developing with Librados
 
New features for Ceph with Cinder and Beyond
New features for Ceph with Cinder and BeyondNew features for Ceph with Cinder and Beyond
New features for Ceph with Cinder and Beyond
 
New Features for Ceph with Cinder and Beyond
New Features for Ceph with Cinder and BeyondNew Features for Ceph with Cinder and Beyond
New Features for Ceph with Cinder and Beyond
 
INFINISTORE(tm) - Scalable Open Source Storage Arhcitecture
INFINISTORE(tm) - Scalable Open Source Storage ArhcitectureINFINISTORE(tm) - Scalable Open Source Storage Arhcitecture
INFINISTORE(tm) - Scalable Open Source Storage Arhcitecture
 
London Ceph Day: The Future of CephFS
London Ceph Day: The Future of CephFSLondon Ceph Day: The Future of CephFS
London Ceph Day: The Future of CephFS
 
What's new in Jewel and Beyond
What's new in Jewel and BeyondWhat's new in Jewel and Beyond
What's new in Jewel and Beyond
 
Ceph Block Devices: A Deep Dive
Ceph Block Devices: A Deep DiveCeph Block Devices: A Deep Dive
Ceph Block Devices: A Deep Dive
 
Red hat storage objects, containers and Beyond!
Red hat storage objects, containers and Beyond!Red hat storage objects, containers and Beyond!
Red hat storage objects, containers and Beyond!
 

Último

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Safe Software
 

Último (20)

FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024
 
MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Understanding the FAA Part 107 License ..
Understanding the FAA Part 107 License ..Understanding the FAA Part 107 License ..
Understanding the FAA Part 107 License ..
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
 
Platformless Horizons for Digital Adaptability
Platformless Horizons for Digital AdaptabilityPlatformless Horizons for Digital Adaptability
Platformless Horizons for Digital Adaptability
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
MS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsMS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectors
 
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWEREMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor Presentation
 
Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)
 
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 

Ceph - A distributed storage system