SlideShare a Scribd company logo
1 of 21
Download to read offline
Understanding BlueStore
Ceph’s New Storage Backend
Tim Serong
Senior Clustering Engineer
SUSE
tserong@suse.com
2
Introduction to Ceph (the short, short version)
3
Ceph Provides
●
A resilient, scale-out storage cluster
●
On commodity hardware
●
No bottlenecks
●
No single points of failure
●
Three interfaces
●
Object (radosgw)
●
Block (rbd)
●
Distributed Filesystem (cephfs)
4
Internally, Regardless of Interface
●
All data stored as “objects”
●
Aggregated into Placement Groups
●
Objects have:
●
Data (byte stream)
●
Attributes (key/value pairs)
●
Objects live on Object Storage Devices
●
Managed by Ceph Object Storage Daemons
●
An OSD is a disk, in a server
5
More Internally
M
M
M
FS
Disk
OSD
FS
Disk
OSD
FS
Disk
OSD
FS
Disk
OSD
FS
Disk
OSD
FS
Disk
OSD
6
Even More Internally
/var/lib/ceph/osd/ceph-0/
current/
0.1_head/
object1
object12
0.7_head/
object3
object5
0.a_head/
object4
object6
meta/
# OSD maps
omap/
# leveldb files
●
FileStore
●
XFS (previously ext4, btrfs)
●
Placement Group → directory
●
Object → file
●
LevelDB for key/value data
7
Problems with FileStore
8
Double Writes
●
No atomic write/update on POSIX filesystems
●
Solution: Ceph Journal
●
Write → OSD journal (O_DIRECT)
●
Write → OSD filesystem (buffered)
●
Sync filesystem, trim journal
●
Throughput halved
9
Enumeration Sucks
●
Objects distributed by 32-bit hash
●
Enumerated for scrub, rebalance etc.
●
POSIX readdir() isn’t ordered
●
Directory tree with hash-value prefix
●
Split when > ~100 files
●
Merged when < ~50 files
●
Complicated, odd performance issues
...
/DIR_1
/DIR_1/DIR_0/obj-xxxxxx01
/DIR_1/DIR_4/obj-xxxxxx41
/DIR_1/DIR_8/obj-xxxxxx81
/DIR_1/DIR_C/obj-xxxxxxC1
...
/DIR_A/DIR_1/obj-xxxxx1A
/DIR_A/DIR_5/obj-xxxxx5A
/DIR_A/DIR_9/obj-xxxxx9A
/DIR_A/DIR_D/obj-xxxxxDA
...
10
Other Problems
●
CPU utilization
●
Unpredictable filesystem flushing
●
Still finding bugs/issues with FileStore...
11
Solutions with BlueStore
12
BlueStore = Block + NewStore
●
Raw block devices
●
RocksDB key/value store for metadata
●
Data written direct to block device
●
2-3x performance boost over FileStore
13
Internally
BlueStore
data metadata
Block Device
RocksDB
BlueRocksEnv
BlueFS
●
All data and metadata on same
block device by default
●
Optionally can be split, e.g.:
●
Data on HDD
●
DB on SSD
●
WAL on NVRAM
14
Bonus!
●
Pluggable block allocator
●
Pluggable compression
●
Checksums on reads
●
RBD and CephFS usable with EC pools
15
Availability
●
Early prototype in Ceph Jewel (April 2016)
●
Stable on-disk format in Ceph Kraken (January 2017)
●
Recommended default in Ceph Luminous (RSN)
●
Can co-exist with FileStore
16
Migration Strategies
17
Several Approaches
●
Fail in place
●
Fail FileStore OSD
●
Create new BlueStore OSD on same device
●
Disk-wise replacement
●
Create new BlueStore OSD on spare disk
●
Stop FileStore OSD on same host
●
Host-wise replacement
●
Provision entire new host with BlueStore OSDs
●
Swap into old host’s CRUSH position
●
Evacuate and rebuild in place
●
Evacuate FileStore OSD, fail when empty
●
Create new BlueStore OSD on same device
18
Several Approaches
●
Fail in place → period of reduced redundancy
●
Fail FileStore OSD
●
Create new BlueStore OSD on same device
●
Disk-wise replacement → reduced online redundancy, requires extra drive slot
●
Create new BlueStore OSD on spare disk
●
Stop FileStore OSD on same host
●
Host-wise replacement → no reduced redundancy, requires spare host
●
Provision entire new host with BlueStore OSDs
●
Swap into old host’s CRUSH position
●
Evacuate and rebuild in place → no reduced redundancy, requires free disk space
●
Evacuate FileStore OSD, fail when empty
●
Create new BlueStore OSD on same device
19
Questions?
21

More Related Content

What's hot

[OpenInfra Days Korea 2018] Day 2 - CEPH 운영자를 위한 Object Storage Performance T...
[OpenInfra Days Korea 2018] Day 2 - CEPH 운영자를 위한 Object Storage Performance T...[OpenInfra Days Korea 2018] Day 2 - CEPH 운영자를 위한 Object Storage Performance T...
[OpenInfra Days Korea 2018] Day 2 - CEPH 운영자를 위한 Object Storage Performance T...OpenStack Korea Community
 
How to Survive an OpenStack Cloud Meltdown with Ceph
How to Survive an OpenStack Cloud Meltdown with CephHow to Survive an OpenStack Cloud Meltdown with Ceph
How to Survive an OpenStack Cloud Meltdown with CephSean Cohen
 
Kicking ass with redis
Kicking ass with redisKicking ass with redis
Kicking ass with redisDvir Volk
 
[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 최적화OpenStack Korea Community
 
Trend Micro Big Data Platform and Apache Bigtop
Trend Micro Big Data Platform and Apache BigtopTrend Micro Big Data Platform and Apache Bigtop
Trend Micro Big Data Platform and Apache BigtopEvans Ye
 
Ceph Introduction 2017
Ceph Introduction 2017  Ceph Introduction 2017
Ceph Introduction 2017 Karan Singh
 
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 v2.0Ceph Community
 
Performance tuning in BlueStore & RocksDB - Li Xiaoyan
Performance tuning in BlueStore & RocksDB - Li XiaoyanPerformance tuning in BlueStore & RocksDB - Li Xiaoyan
Performance tuning in BlueStore & RocksDB - Li XiaoyanCeph Community
 
CEPH DAY BERLIN - MASTERING CEPH OPERATIONS: UPMAP AND THE MGR BALANCER
CEPH DAY BERLIN - MASTERING CEPH OPERATIONS: UPMAP AND THE MGR BALANCERCEPH DAY BERLIN - MASTERING CEPH OPERATIONS: UPMAP AND THE MGR BALANCER
CEPH DAY BERLIN - MASTERING CEPH OPERATIONS: UPMAP AND THE MGR BALANCERCeph Community
 
2021.02 new in Ceph Pacific Dashboard
2021.02 new in Ceph Pacific Dashboard2021.02 new in Ceph Pacific Dashboard
2021.02 new in Ceph Pacific DashboardCeph Community
 
BlueStore: a new, faster storage backend for Ceph
BlueStore: a new, faster storage backend for CephBlueStore: a new, faster storage backend for Ceph
BlueStore: a new, faster storage backend for CephSage Weil
 
State transfer With Galera
State transfer With GaleraState transfer With Galera
State transfer With GaleraMydbops
 
A crash course in CRUSH
A crash course in CRUSHA crash course in CRUSH
A crash course in CRUSHSage Weil
 
2019.06.27 Intro to Ceph
2019.06.27 Intro to Ceph2019.06.27 Intro to Ceph
2019.06.27 Intro to CephCeph Community
 
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 GuideKaran Singh
 
RedisConf17 - Lyft - Geospatial at Scale - Daniel Hochman
RedisConf17 - Lyft - Geospatial at Scale - Daniel HochmanRedisConf17 - Lyft - Geospatial at Scale - Daniel Hochman
RedisConf17 - Lyft - Geospatial at Scale - Daniel HochmanRedis Labs
 

What's hot (20)

[OpenInfra Days Korea 2018] Day 2 - CEPH 운영자를 위한 Object Storage Performance T...
[OpenInfra Days Korea 2018] Day 2 - CEPH 운영자를 위한 Object Storage Performance T...[OpenInfra Days Korea 2018] Day 2 - CEPH 운영자를 위한 Object Storage Performance T...
[OpenInfra Days Korea 2018] Day 2 - CEPH 운영자를 위한 Object Storage Performance T...
 
Ceph issue 해결 사례
Ceph issue 해결 사례Ceph issue 해결 사례
Ceph issue 해결 사례
 
How to Survive an OpenStack Cloud Meltdown with Ceph
How to Survive an OpenStack Cloud Meltdown with CephHow to Survive an OpenStack Cloud Meltdown with Ceph
How to Survive an OpenStack Cloud Meltdown with Ceph
 
Kicking ass with redis
Kicking ass with redisKicking ass with redis
Kicking ass with redis
 
[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
 
Trend Micro Big Data Platform and Apache Bigtop
Trend Micro Big Data Platform and Apache BigtopTrend Micro Big Data Platform and Apache Bigtop
Trend Micro Big Data Platform and Apache Bigtop
 
Ceph Introduction 2017
Ceph Introduction 2017  Ceph Introduction 2017
Ceph Introduction 2017
 
librados
libradoslibrados
librados
 
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
 
Performance tuning in BlueStore & RocksDB - Li Xiaoyan
Performance tuning in BlueStore & RocksDB - Li XiaoyanPerformance tuning in BlueStore & RocksDB - Li Xiaoyan
Performance tuning in BlueStore & RocksDB - Li Xiaoyan
 
CEPH DAY BERLIN - MASTERING CEPH OPERATIONS: UPMAP AND THE MGR BALANCER
CEPH DAY BERLIN - MASTERING CEPH OPERATIONS: UPMAP AND THE MGR BALANCERCEPH DAY BERLIN - MASTERING CEPH OPERATIONS: UPMAP AND THE MGR BALANCER
CEPH DAY BERLIN - MASTERING CEPH OPERATIONS: UPMAP AND THE MGR BALANCER
 
Ceph as software define storage
Ceph as software define storageCeph as software define storage
Ceph as software define storage
 
2021.02 new in Ceph Pacific Dashboard
2021.02 new in Ceph Pacific Dashboard2021.02 new in Ceph Pacific Dashboard
2021.02 new in Ceph Pacific Dashboard
 
BlueStore: a new, faster storage backend for Ceph
BlueStore: a new, faster storage backend for CephBlueStore: a new, faster storage backend for Ceph
BlueStore: a new, faster storage backend for Ceph
 
State transfer With Galera
State transfer With GaleraState transfer With Galera
State transfer With Galera
 
A crash course in CRUSH
A crash course in CRUSHA crash course in CRUSH
A crash course in CRUSH
 
2019.06.27 Intro to Ceph
2019.06.27 Intro to Ceph2019.06.27 Intro to Ceph
2019.06.27 Intro to 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
 
Ceph on Windows
Ceph on WindowsCeph on Windows
Ceph on Windows
 
RedisConf17 - Lyft - Geospatial at Scale - Daniel Hochman
RedisConf17 - Lyft - Geospatial at Scale - Daniel HochmanRedisConf17 - Lyft - Geospatial at Scale - Daniel Hochman
RedisConf17 - Lyft - Geospatial at Scale - Daniel Hochman
 

Similar to Understanding blue store, Ceph's new storage backend - Tim Serong, SUSE

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
 
Scale out backups-with_bareos_and_gluster
Scale out backups-with_bareos_and_glusterScale out backups-with_bareos_and_gluster
Scale out backups-with_bareos_and_glusterGluster.org
 
Scale out backups-with_bareos_and_gluster
Scale out backups-with_bareos_and_glusterScale out backups-with_bareos_and_gluster
Scale out backups-with_bareos_and_glusterGluster.org
 
OSBConf 2015 | Scale out backups with bareos and gluster by niels de vos
OSBConf 2015 | Scale out backups with bareos and gluster by niels de vosOSBConf 2015 | Scale out backups with bareos and gluster by niels de vos
OSBConf 2015 | Scale out backups with bareos and gluster by niels de vosNETWAYS
 
Selecting the right persistent storage options for apps in containers Open So...
Selecting the right persistent storage options for apps in containers Open So...Selecting the right persistent storage options for apps in containers Open So...
Selecting the right persistent storage options for apps in containers Open So...bipin kunal
 
CephFS in Jewel: Stable at Last
CephFS in Jewel: Stable at LastCephFS in Jewel: Stable at Last
CephFS in Jewel: Stable at LastCeph Community
 
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 @ GRNETNikos Kormpakis
 
Gluster intro-tdose
Gluster intro-tdoseGluster intro-tdose
Gluster intro-tdoseGluster.org
 
Gluster intro-tdose
Gluster intro-tdoseGluster intro-tdose
Gluster intro-tdoseGluster.org
 
Linux Block Cache Practice on Ceph BlueStore - Junxin Zhang
Linux Block Cache Practice on Ceph BlueStore - Junxin ZhangLinux Block Cache Practice on Ceph BlueStore - Junxin Zhang
Linux Block Cache Practice on Ceph BlueStore - Junxin ZhangCeph Community
 
Ceph in 2023 and Beyond.pdf
Ceph in 2023 and Beyond.pdfCeph in 2023 and Beyond.pdf
Ceph in 2023 and Beyond.pdfClyso GmbH
 
Ceph Day New York: Ceph: one decade in
Ceph Day New York: Ceph: one decade inCeph Day New York: Ceph: one decade in
Ceph Day New York: Ceph: one decade inCeph Community
 
Bsdtw17: allan jude: zfs: advanced integration
Bsdtw17: allan jude: zfs: advanced integrationBsdtw17: allan jude: zfs: advanced integration
Bsdtw17: allan jude: zfs: advanced integrationScott Tsai
 
Introduction into Ceph storage for OpenStack
Introduction into Ceph storage for OpenStackIntroduction into Ceph storage for OpenStack
Introduction into Ceph storage for OpenStackOpenStack_Online
 
Linuxtag.ceph.talk
Linuxtag.ceph.talkLinuxtag.ceph.talk
Linuxtag.ceph.talkUdo Seidel
 
GlusterFS Talk for CentOS Dojo Bangalore
GlusterFS Talk for CentOS Dojo BangaloreGlusterFS Talk for CentOS Dojo Bangalore
GlusterFS Talk for CentOS Dojo BangaloreRaghavendra Talur
 
Ceph Tech Talk: Ceph at DigitalOcean
Ceph Tech Talk: Ceph at DigitalOceanCeph Tech Talk: Ceph at DigitalOcean
Ceph Tech Talk: Ceph at DigitalOceanCeph Community
 
adp.ceph.openstack.talk
adp.ceph.openstack.talkadp.ceph.openstack.talk
adp.ceph.openstack.talkUdo Seidel
 
London Ceph Day Keynote: Building Tomorrow's Ceph
London Ceph Day Keynote: Building Tomorrow's Ceph London Ceph Day Keynote: Building Tomorrow's Ceph
London Ceph Day Keynote: Building Tomorrow's Ceph Ceph Community
 
Kafka on ZFS: Better Living Through Filesystems
Kafka on ZFS: Better Living Through Filesystems Kafka on ZFS: Better Living Through Filesystems
Kafka on ZFS: Better Living Through Filesystems confluent
 

Similar to Understanding blue store, Ceph's new storage backend - Tim Serong, SUSE (20)

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...
 
Scale out backups-with_bareos_and_gluster
Scale out backups-with_bareos_and_glusterScale out backups-with_bareos_and_gluster
Scale out backups-with_bareos_and_gluster
 
Scale out backups-with_bareos_and_gluster
Scale out backups-with_bareos_and_glusterScale out backups-with_bareos_and_gluster
Scale out backups-with_bareos_and_gluster
 
OSBConf 2015 | Scale out backups with bareos and gluster by niels de vos
OSBConf 2015 | Scale out backups with bareos and gluster by niels de vosOSBConf 2015 | Scale out backups with bareos and gluster by niels de vos
OSBConf 2015 | Scale out backups with bareos and gluster by niels de vos
 
Selecting the right persistent storage options for apps in containers Open So...
Selecting the right persistent storage options for apps in containers Open So...Selecting the right persistent storage options for apps in containers Open So...
Selecting the right persistent storage options for apps in containers Open So...
 
CephFS in Jewel: Stable at Last
CephFS in Jewel: Stable at LastCephFS in Jewel: Stable at Last
CephFS in Jewel: Stable at Last
 
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
 
Gluster intro-tdose
Gluster intro-tdoseGluster intro-tdose
Gluster intro-tdose
 
Gluster intro-tdose
Gluster intro-tdoseGluster intro-tdose
Gluster intro-tdose
 
Linux Block Cache Practice on Ceph BlueStore - Junxin Zhang
Linux Block Cache Practice on Ceph BlueStore - Junxin ZhangLinux Block Cache Practice on Ceph BlueStore - Junxin Zhang
Linux Block Cache Practice on Ceph BlueStore - Junxin Zhang
 
Ceph in 2023 and Beyond.pdf
Ceph in 2023 and Beyond.pdfCeph in 2023 and Beyond.pdf
Ceph in 2023 and Beyond.pdf
 
Ceph Day New York: Ceph: one decade in
Ceph Day New York: Ceph: one decade inCeph Day New York: Ceph: one decade in
Ceph Day New York: Ceph: one decade in
 
Bsdtw17: allan jude: zfs: advanced integration
Bsdtw17: allan jude: zfs: advanced integrationBsdtw17: allan jude: zfs: advanced integration
Bsdtw17: allan jude: zfs: advanced integration
 
Introduction into Ceph storage for OpenStack
Introduction into Ceph storage for OpenStackIntroduction into Ceph storage for OpenStack
Introduction into Ceph storage for OpenStack
 
Linuxtag.ceph.talk
Linuxtag.ceph.talkLinuxtag.ceph.talk
Linuxtag.ceph.talk
 
GlusterFS Talk for CentOS Dojo Bangalore
GlusterFS Talk for CentOS Dojo BangaloreGlusterFS Talk for CentOS Dojo Bangalore
GlusterFS Talk for CentOS Dojo Bangalore
 
Ceph Tech Talk: Ceph at DigitalOcean
Ceph Tech Talk: Ceph at DigitalOceanCeph Tech Talk: Ceph at DigitalOcean
Ceph Tech Talk: Ceph at DigitalOcean
 
adp.ceph.openstack.talk
adp.ceph.openstack.talkadp.ceph.openstack.talk
adp.ceph.openstack.talk
 
London Ceph Day Keynote: Building Tomorrow's Ceph
London Ceph Day Keynote: Building Tomorrow's Ceph London Ceph Day Keynote: Building Tomorrow's Ceph
London Ceph Day Keynote: Building Tomorrow's Ceph
 
Kafka on ZFS: Better Living Through Filesystems
Kafka on ZFS: Better Living Through Filesystems Kafka on ZFS: Better Living Through Filesystems
Kafka on ZFS: Better Living Through Filesystems
 

More from OpenStack

Swinburne University of Technology - Shunde Zhang & Kieran Spear, Aptira
Swinburne University of Technology - Shunde Zhang & Kieran Spear, AptiraSwinburne University of Technology - Shunde Zhang & Kieran Spear, Aptira
Swinburne University of Technology - Shunde Zhang & Kieran Spear, AptiraOpenStack
 
Related OSS Projects - Peter Rowe, Flexera Software
Related OSS Projects - Peter Rowe, Flexera SoftwareRelated OSS Projects - Peter Rowe, Flexera Software
Related OSS Projects - Peter Rowe, Flexera SoftwareOpenStack
 
Supercomputing by API: Connecting Modern Web Apps to HPC
Supercomputing by API: Connecting Modern Web Apps to HPCSupercomputing by API: Connecting Modern Web Apps to HPC
Supercomputing by API: Connecting Modern Web Apps to HPCOpenStack
 
Federation and Interoperability in the Nectar Research Cloud
Federation and Interoperability in the Nectar Research CloudFederation and Interoperability in the Nectar Research Cloud
Federation and Interoperability in the Nectar Research CloudOpenStack
 
Simplifying the Move to OpenStack
Simplifying the Move to OpenStackSimplifying the Move to OpenStack
Simplifying the Move to OpenStackOpenStack
 
Hyperconverged Cloud, Not just a toy anymore - Andrew Hatfield, Red Hat
Hyperconverged Cloud, Not just a toy anymore - Andrew Hatfield, Red HatHyperconverged Cloud, Not just a toy anymore - Andrew Hatfield, Red Hat
Hyperconverged Cloud, Not just a toy anymore - Andrew Hatfield, Red HatOpenStack
 
Migrating your infrastructure to OpenStack - Avi Miller, Oracle
Migrating your infrastructure to OpenStack - Avi Miller, OracleMigrating your infrastructure to OpenStack - Avi Miller, Oracle
Migrating your infrastructure to OpenStack - Avi Miller, OracleOpenStack
 
A glimpse into an industry Cloud using Open Source Technologies - Adrian Koh,...
A glimpse into an industry Cloud using Open Source Technologies - Adrian Koh,...A glimpse into an industry Cloud using Open Source Technologies - Adrian Koh,...
A glimpse into an industry Cloud using Open Source Technologies - Adrian Koh,...OpenStack
 
Enabling OpenStack for Enterprise - Tarso Dos Santos, Veritas
Enabling OpenStack for Enterprise - Tarso Dos Santos, VeritasEnabling OpenStack for Enterprise - Tarso Dos Santos, Veritas
Enabling OpenStack for Enterprise - Tarso Dos Santos, VeritasOpenStack
 
OpenStack Networks the Web-Scale Way - Scott Laffer, Cumulus Networks
OpenStack Networks the Web-Scale Way - Scott Laffer, Cumulus NetworksOpenStack Networks the Web-Scale Way - Scott Laffer, Cumulus Networks
OpenStack Networks the Web-Scale Way - Scott Laffer, Cumulus NetworksOpenStack
 
Diving in the desert: A quick overview into OpenStack Sahara capabilities - A...
Diving in the desert: A quick overview into OpenStack Sahara capabilities - A...Diving in the desert: A quick overview into OpenStack Sahara capabilities - A...
Diving in the desert: A quick overview into OpenStack Sahara capabilities - A...OpenStack
 
Building a GPU-enabled OpenStack Cloud for HPC - Blair Bethwaite, Monash Univ...
Building a GPU-enabled OpenStack Cloud for HPC - Blair Bethwaite, Monash Univ...Building a GPU-enabled OpenStack Cloud for HPC - Blair Bethwaite, Monash Univ...
Building a GPU-enabled OpenStack Cloud for HPC - Blair Bethwaite, Monash Univ...OpenStack
 
OpenStack and Red Hat: How we learned to adapt with our customers in a maturi...
OpenStack and Red Hat: How we learned to adapt with our customers in a maturi...OpenStack and Red Hat: How we learned to adapt with our customers in a maturi...
OpenStack and Red Hat: How we learned to adapt with our customers in a maturi...OpenStack
 
Meshing OpenStack and Bare Metal Networks with EVPN - David Iles, Mellanox Te...
Meshing OpenStack and Bare Metal Networks with EVPN - David Iles, Mellanox Te...Meshing OpenStack and Bare Metal Networks with EVPN - David Iles, Mellanox Te...
Meshing OpenStack and Bare Metal Networks with EVPN - David Iles, Mellanox Te...OpenStack
 
The Why and How of HPC-Cloud Hybrids with OpenStack - Lev Lafayette, Universi...
The Why and How of HPC-Cloud Hybrids with OpenStack - Lev Lafayette, Universi...The Why and How of HPC-Cloud Hybrids with OpenStack - Lev Lafayette, Universi...
The Why and How of HPC-Cloud Hybrids with OpenStack - Lev Lafayette, Universi...OpenStack
 
Ironically, Infrastructure Doesn't Matter - Quinton Anderson, Commonwealth Ba...
Ironically, Infrastructure Doesn't Matter - Quinton Anderson, Commonwealth Ba...Ironically, Infrastructure Doesn't Matter - Quinton Anderson, Commonwealth Ba...
Ironically, Infrastructure Doesn't Matter - Quinton Anderson, Commonwealth Ba...OpenStack
 
Traditional Enterprise to OpenStack Cloud - An Unexpected Journey
Traditional Enterprise to OpenStack Cloud - An Unexpected JourneyTraditional Enterprise to OpenStack Cloud - An Unexpected Journey
Traditional Enterprise to OpenStack Cloud - An Unexpected JourneyOpenStack
 
Building a GPU-enabled OpenStack Cloud for HPC - Lance Wilson, Monash University
Building a GPU-enabled OpenStack Cloud for HPC - Lance Wilson, Monash UniversityBuilding a GPU-enabled OpenStack Cloud for HPC - Lance Wilson, Monash University
Building a GPU-enabled OpenStack Cloud for HPC - Lance Wilson, Monash UniversityOpenStack
 
Monitoring Uptime on the NeCTAR Research Cloud - Andy Botting, University of ...
Monitoring Uptime on the NeCTAR Research Cloud - Andy Botting, University of ...Monitoring Uptime on the NeCTAR Research Cloud - Andy Botting, University of ...
Monitoring Uptime on the NeCTAR Research Cloud - Andy Botting, University of ...OpenStack
 
Containers and OpenStack: Marc Van Hoof, Kumulus: Containers and OpenStack
Containers and OpenStack: Marc Van Hoof, Kumulus: Containers and OpenStackContainers and OpenStack: Marc Van Hoof, Kumulus: Containers and OpenStack
Containers and OpenStack: Marc Van Hoof, Kumulus: Containers and OpenStackOpenStack
 

More from OpenStack (20)

Swinburne University of Technology - Shunde Zhang & Kieran Spear, Aptira
Swinburne University of Technology - Shunde Zhang & Kieran Spear, AptiraSwinburne University of Technology - Shunde Zhang & Kieran Spear, Aptira
Swinburne University of Technology - Shunde Zhang & Kieran Spear, Aptira
 
Related OSS Projects - Peter Rowe, Flexera Software
Related OSS Projects - Peter Rowe, Flexera SoftwareRelated OSS Projects - Peter Rowe, Flexera Software
Related OSS Projects - Peter Rowe, Flexera Software
 
Supercomputing by API: Connecting Modern Web Apps to HPC
Supercomputing by API: Connecting Modern Web Apps to HPCSupercomputing by API: Connecting Modern Web Apps to HPC
Supercomputing by API: Connecting Modern Web Apps to HPC
 
Federation and Interoperability in the Nectar Research Cloud
Federation and Interoperability in the Nectar Research CloudFederation and Interoperability in the Nectar Research Cloud
Federation and Interoperability in the Nectar Research Cloud
 
Simplifying the Move to OpenStack
Simplifying the Move to OpenStackSimplifying the Move to OpenStack
Simplifying the Move to OpenStack
 
Hyperconverged Cloud, Not just a toy anymore - Andrew Hatfield, Red Hat
Hyperconverged Cloud, Not just a toy anymore - Andrew Hatfield, Red HatHyperconverged Cloud, Not just a toy anymore - Andrew Hatfield, Red Hat
Hyperconverged Cloud, Not just a toy anymore - Andrew Hatfield, Red Hat
 
Migrating your infrastructure to OpenStack - Avi Miller, Oracle
Migrating your infrastructure to OpenStack - Avi Miller, OracleMigrating your infrastructure to OpenStack - Avi Miller, Oracle
Migrating your infrastructure to OpenStack - Avi Miller, Oracle
 
A glimpse into an industry Cloud using Open Source Technologies - Adrian Koh,...
A glimpse into an industry Cloud using Open Source Technologies - Adrian Koh,...A glimpse into an industry Cloud using Open Source Technologies - Adrian Koh,...
A glimpse into an industry Cloud using Open Source Technologies - Adrian Koh,...
 
Enabling OpenStack for Enterprise - Tarso Dos Santos, Veritas
Enabling OpenStack for Enterprise - Tarso Dos Santos, VeritasEnabling OpenStack for Enterprise - Tarso Dos Santos, Veritas
Enabling OpenStack for Enterprise - Tarso Dos Santos, Veritas
 
OpenStack Networks the Web-Scale Way - Scott Laffer, Cumulus Networks
OpenStack Networks the Web-Scale Way - Scott Laffer, Cumulus NetworksOpenStack Networks the Web-Scale Way - Scott Laffer, Cumulus Networks
OpenStack Networks the Web-Scale Way - Scott Laffer, Cumulus Networks
 
Diving in the desert: A quick overview into OpenStack Sahara capabilities - A...
Diving in the desert: A quick overview into OpenStack Sahara capabilities - A...Diving in the desert: A quick overview into OpenStack Sahara capabilities - A...
Diving in the desert: A quick overview into OpenStack Sahara capabilities - A...
 
Building a GPU-enabled OpenStack Cloud for HPC - Blair Bethwaite, Monash Univ...
Building a GPU-enabled OpenStack Cloud for HPC - Blair Bethwaite, Monash Univ...Building a GPU-enabled OpenStack Cloud for HPC - Blair Bethwaite, Monash Univ...
Building a GPU-enabled OpenStack Cloud for HPC - Blair Bethwaite, Monash Univ...
 
OpenStack and Red Hat: How we learned to adapt with our customers in a maturi...
OpenStack and Red Hat: How we learned to adapt with our customers in a maturi...OpenStack and Red Hat: How we learned to adapt with our customers in a maturi...
OpenStack and Red Hat: How we learned to adapt with our customers in a maturi...
 
Meshing OpenStack and Bare Metal Networks with EVPN - David Iles, Mellanox Te...
Meshing OpenStack and Bare Metal Networks with EVPN - David Iles, Mellanox Te...Meshing OpenStack and Bare Metal Networks with EVPN - David Iles, Mellanox Te...
Meshing OpenStack and Bare Metal Networks with EVPN - David Iles, Mellanox Te...
 
The Why and How of HPC-Cloud Hybrids with OpenStack - Lev Lafayette, Universi...
The Why and How of HPC-Cloud Hybrids with OpenStack - Lev Lafayette, Universi...The Why and How of HPC-Cloud Hybrids with OpenStack - Lev Lafayette, Universi...
The Why and How of HPC-Cloud Hybrids with OpenStack - Lev Lafayette, Universi...
 
Ironically, Infrastructure Doesn't Matter - Quinton Anderson, Commonwealth Ba...
Ironically, Infrastructure Doesn't Matter - Quinton Anderson, Commonwealth Ba...Ironically, Infrastructure Doesn't Matter - Quinton Anderson, Commonwealth Ba...
Ironically, Infrastructure Doesn't Matter - Quinton Anderson, Commonwealth Ba...
 
Traditional Enterprise to OpenStack Cloud - An Unexpected Journey
Traditional Enterprise to OpenStack Cloud - An Unexpected JourneyTraditional Enterprise to OpenStack Cloud - An Unexpected Journey
Traditional Enterprise to OpenStack Cloud - An Unexpected Journey
 
Building a GPU-enabled OpenStack Cloud for HPC - Lance Wilson, Monash University
Building a GPU-enabled OpenStack Cloud for HPC - Lance Wilson, Monash UniversityBuilding a GPU-enabled OpenStack Cloud for HPC - Lance Wilson, Monash University
Building a GPU-enabled OpenStack Cloud for HPC - Lance Wilson, Monash University
 
Monitoring Uptime on the NeCTAR Research Cloud - Andy Botting, University of ...
Monitoring Uptime on the NeCTAR Research Cloud - Andy Botting, University of ...Monitoring Uptime on the NeCTAR Research Cloud - Andy Botting, University of ...
Monitoring Uptime on the NeCTAR Research Cloud - Andy Botting, University of ...
 
Containers and OpenStack: Marc Van Hoof, Kumulus: Containers and OpenStack
Containers and OpenStack: Marc Van Hoof, Kumulus: Containers and OpenStackContainers and OpenStack: Marc Van Hoof, Kumulus: Containers and OpenStack
Containers and OpenStack: Marc Van Hoof, Kumulus: Containers and OpenStack
 

Recently uploaded

Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clashcharlottematthew16
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Scott Keck-Warren
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticscarlostorres15106
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...shyamraj55
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxNavinnSomaal
 

Recently uploaded (20)

Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food Manufacturing
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clash
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptx
 

Understanding blue store, Ceph's new storage backend - Tim Serong, SUSE