SlideShare a Scribd company logo
1 of 24
Download to read offline
Docker + InfiniBand
@syoyo

Docker Meetup in Tokyo #1
(Feb 12, 2014)
Thursday, February 13, 14
Why InfiniBand?
• Faster networking
• 3.2 GB/s on QDR
• Low laterncy
• ~3 us
• de-facto inter-connect standard in HPC
environment

Thursday, February 13, 14
Crehan Research

Thursday, February 13, 14
My contribution (1/2)

Thursday, February 13, 14
My contribution (2/2)
•

Thursday, February 13, 14

OFED userland port for OpenIndiana(Solaris)

•

https://github.com/syoyo/oi-build/tree/
ofed-1.5.4.1/components/open-fabrics
Existing virtualization
technique

• SR-IOV
• HW dependent.
• Need driver/firmware support
• PCI-passthrough
• Only one guest can access
• ZeroVM
• NaCl-based application isolation
Thursday, February 13, 14
LXC
• Lightweight virtualization
• Direct-access to PCI-ex devices

Thursday, February 13, 14
Existing research
• Performance Evaluation of Container-based
Virtualization for High Performance
Computing Environments

• Xavier, M.G. et. al. PDP2013
• http://marceloneves.org/papers/pdp2013containers.pdf

Thursday, February 13, 14
• Simple, easy but powerful!

Thursday, February 13, 14
(*)

Memory
CPU

User A

User B

User C

OS
(*) http://commons.wikimedia.org/wiki/Smiley
Thursday, February 13, 14
Memory

Memory

Memory

CPU

CPU

CPU

Container A Container B Container C

OS

Thursday, February 13, 14
/opt/gcc-4.4
/opt/gcc-4.5
/opt/gcc-4.6

User A

Thursday, February 13, 14

User B

User C
gcc4.4

gcc4.5

gcc4.6

Container A Container B Container C

OS

Thursday, February 13, 14
IB switch

ConnectX-2
CentOS 6.5

192.168.11.16

192.168.11.8

ConnectX-2

Container
(CentOS6.5)

CentOS 6.5
Thursday, February 13, 14
• Privilege : on
• bind /dev/infiniband
$ sudo docker run -privileged 
-v /dev/infiniband:/dev/infiniband 
-i -t centos6-ib /bin/bash

Thursday, February 13, 14
Thursday, February 13, 14
LXC Container

# ib_read_bw 192.168.11.16
…
----------------------------------#bytes
#iterations
BW peak[MB/sec]
BW average[MB/sec]
65536
1000
3008.83
3008.80
----------------------------------------------------

MsgRate[Mpps]
0.048141

# ib_write_bw 192.168.11.16
…
----------------------------------#bytes
#iterations
BW peak[MB/sec]
BW average[MB/sec]
MsgRate[Mpps]
65536
5000
3066.07
3066.05
0.049057
--------------------------------------------------------------------------------------# ib_read_lat 192.168.11.16
…
----------------------------------#bytes #iterations
t_min[usec]
t_max[usec] t_typical[usec]
2
1000
1.66
20.13
2.65
--------------------------------------------------------------------------------------# ib_write_lat 192.168.11.16
…
----------------------------------#bytes #iterations
t_min[usec]
t_max[usec] t_typical[usec]
2
1000
0.80
7.12
0.86
---------------------------------------------------------------------------------------

Thursday, February 13, 14
Native

$ ib_read_bw 192.168.11.16
…
----------------------------------#bytes
#iterations
BW peak[MB/sec]
BW average[MB/sec]
MsgRate[Mpps]
65536
1000
3015.43
3011.54
0.048185
--------------------------------------------------------------------------------------$ ib_write_bw 192.168.11.16
…
----------------------------------#bytes
#iterations
BW peak[MB/sec]
BW average[MB/sec]
MsgRate[Mpps]
65536
5000
3065.79
3065.63
0.049050
-------------------------------------------------------------------------------$ ib_read_lat 192.168.11.16
…
----------------------------------#bytes #iterations
t_min[usec]
t_max[usec] t_typical[usec]
2
1000
1.68
39.48
2.67
--------------------------------------------------------------------------------------$ ib_write_lat 192.168.11.16
…
----------------------------------#bytes #iterations
t_min[usec]
t_max[usec] t_typical[usec]
2
1000
0.80
4.70
0.86
--------------------------------------------------------------------------------------Thursday, February 13, 14
Details
• http://qiita.com/syoyo/items/
bea48de8d7c6d8c73435

• in Japanese

Thursday, February 13, 14
Summary
• Docker + InfiniBand works!
• No virtualization overhead!

Thursday, February 13, 14
Future work(1/3)
•
•
•

Per-container(per-user) access control for IB device

•

e.g. IB port0 -> User A, IB port1 -> User B

Security concern
Other PCI-ex devices

•
•
•

Thursday, February 13, 14

GPU
PCI-SSD
etc.
Future work(2/3)
• Virtualized, highly-

efficient cloud platform
for rendering task.

Thursday, February 13, 14
Future work(3/3)
InfiniBand

Render E
Render A

Render B

Render C

Render D

etcd
Thursday, February 13, 14
• Thank you!

Thursday, February 13, 14

More Related Content

What's hot

Dockerからcontainerdへの移行
Dockerからcontainerdへの移行Dockerからcontainerdへの移行
Dockerからcontainerdへの移行Kohei Tokunaga
 
Docker Compose入門~今日から始めるComposeの初歩からswarm mode対応まで
Docker Compose入門~今日から始めるComposeの初歩からswarm mode対応までDocker Compose入門~今日から始めるComposeの初歩からswarm mode対応まで
Docker Compose入門~今日から始めるComposeの初歩からswarm mode対応までMasahito Zembutsu
 
「おうちクラウド」が今熱い!
「おうちクラウド」が今熱い!「おうちクラウド」が今熱い!
「おうちクラウド」が今熱い!Hirotaka Sato
 
Apache Airflow入門 (マーケティングデータ分析基盤技術勉強会)
Apache Airflow入門  (マーケティングデータ分析基盤技術勉強会)Apache Airflow入門  (マーケティングデータ分析基盤技術勉強会)
Apache Airflow入門 (マーケティングデータ分析基盤技術勉強会)Takeshi Mikami
 
Docker入門: コンテナ型仮想化技術の仕組みと使い方
Docker入門: コンテナ型仮想化技術の仕組みと使い方Docker入門: コンテナ型仮想化技術の仕組みと使い方
Docker入門: コンテナ型仮想化技術の仕組みと使い方Yuichi Ito
 
Redisの特徴と活用方法について
Redisの特徴と活用方法についてRedisの特徴と活用方法について
Redisの特徴と活用方法についてYuji Otani
 
webエンジニアのためのはじめてのredis
webエンジニアのためのはじめてのrediswebエンジニアのためのはじめてのredis
webエンジニアのためのはじめてのredisnasa9084
 
root権限無しでKubernetesを動かす
root権限無しでKubernetesを動かす root権限無しでKubernetesを動かす
root権限無しでKubernetesを動かす Akihiro Suda
 
Dockerfileを改善するためのBest Practice 2019年版
Dockerfileを改善するためのBest Practice 2019年版Dockerfileを改善するためのBest Practice 2019年版
Dockerfileを改善するためのBest Practice 2019年版Masahito Zembutsu
 
PFNのML/DL基盤を支えるKubernetesにおける自動化 / DevOpsDays Tokyo 2021
PFNのML/DL基盤を支えるKubernetesにおける自動化 / DevOpsDays Tokyo 2021PFNのML/DL基盤を支えるKubernetesにおける自動化 / DevOpsDays Tokyo 2021
PFNのML/DL基盤を支えるKubernetesにおける自動化 / DevOpsDays Tokyo 2021Preferred Networks
 
DPDKによる高速コンテナネットワーキング
DPDKによる高速コンテナネットワーキングDPDKによる高速コンテナネットワーキング
DPDKによる高速コンテナネットワーキングTomoya Hibi
 
Prometheus入門から運用まで徹底解説
Prometheus入門から運用まで徹底解説Prometheus入門から運用まで徹底解説
Prometheus入門から運用まで徹底解説貴仁 大和屋
 
react-scriptsはwebpackで何をしているのか
react-scriptsはwebpackで何をしているのかreact-scriptsはwebpackで何をしているのか
react-scriptsはwebpackで何をしているのか暁 三宅
 
クラウド環境下におけるAPIリトライ設計
クラウド環境下におけるAPIリトライ設計クラウド環境下におけるAPIリトライ設計
クラウド環境下におけるAPIリトライ設計Kouji YAMADA
 

What's hot (20)

Dockerからcontainerdへの移行
Dockerからcontainerdへの移行Dockerからcontainerdへの移行
Dockerからcontainerdへの移行
 
ゼロからはじめるKVM超入門
ゼロからはじめるKVM超入門ゼロからはじめるKVM超入門
ゼロからはじめるKVM超入門
 
Docker Compose入門~今日から始めるComposeの初歩からswarm mode対応まで
Docker Compose入門~今日から始めるComposeの初歩からswarm mode対応までDocker Compose入門~今日から始めるComposeの初歩からswarm mode対応まで
Docker Compose入門~今日から始めるComposeの初歩からswarm mode対応まで
 
「おうちクラウド」が今熱い!
「おうちクラウド」が今熱い!「おうちクラウド」が今熱い!
「おうちクラウド」が今熱い!
 
Apache Airflow入門 (マーケティングデータ分析基盤技術勉強会)
Apache Airflow入門  (マーケティングデータ分析基盤技術勉強会)Apache Airflow入門  (マーケティングデータ分析基盤技術勉強会)
Apache Airflow入門 (マーケティングデータ分析基盤技術勉強会)
 
Docker入門: コンテナ型仮想化技術の仕組みと使い方
Docker入門: コンテナ型仮想化技術の仕組みと使い方Docker入門: コンテナ型仮想化技術の仕組みと使い方
Docker入門: コンテナ型仮想化技術の仕組みと使い方
 
Redisの特徴と活用方法について
Redisの特徴と活用方法についてRedisの特徴と活用方法について
Redisの特徴と活用方法について
 
webエンジニアのためのはじめてのredis
webエンジニアのためのはじめてのrediswebエンジニアのためのはじめてのredis
webエンジニアのためのはじめてのredis
 
KubeEdgeを触ってみた
KubeEdgeを触ってみたKubeEdgeを触ってみた
KubeEdgeを触ってみた
 
自宅k8s/vSphere入門
自宅k8s/vSphere入門自宅k8s/vSphere入門
自宅k8s/vSphere入門
 
root権限無しでKubernetesを動かす
root権限無しでKubernetesを動かす root権限無しでKubernetesを動かす
root権限無しでKubernetesを動かす
 
Dockerfileを改善するためのBest Practice 2019年版
Dockerfileを改善するためのBest Practice 2019年版Dockerfileを改善するためのBest Practice 2019年版
Dockerfileを改善するためのBest Practice 2019年版
 
PFNのML/DL基盤を支えるKubernetesにおける自動化 / DevOpsDays Tokyo 2021
PFNのML/DL基盤を支えるKubernetesにおける自動化 / DevOpsDays Tokyo 2021PFNのML/DL基盤を支えるKubernetesにおける自動化 / DevOpsDays Tokyo 2021
PFNのML/DL基盤を支えるKubernetesにおける自動化 / DevOpsDays Tokyo 2021
 
DPDKによる高速コンテナネットワーキング
DPDKによる高速コンテナネットワーキングDPDKによる高速コンテナネットワーキング
DPDKによる高速コンテナネットワーキング
 
Prometheus入門から運用まで徹底解説
Prometheus入門から運用まで徹底解説Prometheus入門から運用まで徹底解説
Prometheus入門から運用まで徹底解説
 
HTTP/2 入門
HTTP/2 入門HTTP/2 入門
HTTP/2 入門
 
react-scriptsはwebpackで何をしているのか
react-scriptsはwebpackで何をしているのかreact-scriptsはwebpackで何をしているのか
react-scriptsはwebpackで何をしているのか
 
Docker Compose 徹底解説
Docker Compose 徹底解説Docker Compose 徹底解説
Docker Compose 徹底解説
 
Oss貢献超入門
Oss貢献超入門Oss貢献超入門
Oss貢献超入門
 
クラウド環境下におけるAPIリトライ設計
クラウド環境下におけるAPIリトライ設計クラウド環境下におけるAPIリトライ設計
クラウド環境下におけるAPIリトライ設計
 

Viewers also liked

Docker en Production (Docker Paris)
Docker en Production (Docker Paris)Docker en Production (Docker Paris)
Docker en Production (Docker Paris)Jérôme Petazzoni
 
DIY InfiniBand networking
DIY InfiniBand networkingDIY InfiniBand networking
DIY InfiniBand networkingSyoyo Fujita
 
Docker and Windows: The State of the Union
Docker and Windows: The State of the UnionDocker and Windows: The State of the Union
Docker and Windows: The State of the UnionElton Stoneman
 
InfiniBand Presentation
InfiniBand PresentationInfiniBand Presentation
InfiniBand PresentationShekhar Kumar
 
InfiniBand Essentials Every HPC Expert Must Know
InfiniBand Essentials Every HPC Expert Must KnowInfiniBand Essentials Every HPC Expert Must Know
InfiniBand Essentials Every HPC Expert Must KnowMellanox Technologies
 
Docker + GCE + etcd + ray tracing
Docker + GCE + etcd + ray tracingDocker + GCE + etcd + ray tracing
Docker + GCE + etcd + ray tracingSyoyo Fujita
 
Varnish & blue/green deployments
Varnish & blue/green deploymentsVarnish & blue/green deployments
Varnish & blue/green deploymentsOxalide
 
Oxalide Workshop #4 - Docker, des tours dans le petit bassin
Oxalide Workshop #4 - Docker, des tours dans le petit bassinOxalide Workshop #4 - Docker, des tours dans le petit bassin
Oxalide Workshop #4 - Docker, des tours dans le petit bassinOxalide
 
An Introduction to Causal Discovery, a Bayesian Network Approach
An Introduction to Causal Discovery, a Bayesian Network ApproachAn Introduction to Causal Discovery, a Bayesian Network Approach
An Introduction to Causal Discovery, a Bayesian Network ApproachCOST action BM1006
 
Recent advance in netmap/VALE(mSwitch)
Recent advance in netmap/VALE(mSwitch)Recent advance in netmap/VALE(mSwitch)
Recent advance in netmap/VALE(mSwitch)micchie
 
ISO 27001 est-il soluble dans l'agilité ?
ISO 27001 est-il soluble dans l'agilité ?ISO 27001 est-il soluble dans l'agilité ?
ISO 27001 est-il soluble dans l'agilité ?Oxalide
 
Docker Tours Meetup #1 - Introduction à Docker
Docker Tours Meetup #1 - Introduction à DockerDocker Tours Meetup #1 - Introduction à Docker
Docker Tours Meetup #1 - Introduction à DockerThibaut Marmin
 
XebiCon'16 : Xebia Labs : Les outils de déploiement sont morts avec les Conta...
XebiCon'16 : Xebia Labs : Les outils de déploiement sont morts avec les Conta...XebiCon'16 : Xebia Labs : Les outils de déploiement sont morts avec les Conta...
XebiCon'16 : Xebia Labs : Les outils de déploiement sont morts avec les Conta...Publicis Sapient Engineering
 
Introduction à docker.io
Introduction à docker.ioIntroduction à docker.io
Introduction à docker.ioNicolas Hennion
 
Mellanox for OpenStack - OpenStack最新情報セミナー 2014年10月
Mellanox for OpenStack  - OpenStack最新情報セミナー 2014年10月Mellanox for OpenStack  - OpenStack最新情報セミナー 2014年10月
Mellanox for OpenStack - OpenStack最新情報セミナー 2014年10月VirtualTech Japan Inc.
 
Dynamo db pros and cons
Dynamo db  pros and consDynamo db  pros and cons
Dynamo db pros and consSaniya Khalsa
 
[2C4]Clustered computing with CoreOS, fleet and etcd
[2C4]Clustered computing with CoreOS, fleet and etcd[2C4]Clustered computing with CoreOS, fleet and etcd
[2C4]Clustered computing with CoreOS, fleet and etcdNAVER D2
 

Viewers also liked (20)

Docker en Production (Docker Paris)
Docker en Production (Docker Paris)Docker en Production (Docker Paris)
Docker en Production (Docker Paris)
 
DIY InfiniBand networking
DIY InfiniBand networkingDIY InfiniBand networking
DIY InfiniBand networking
 
Docker and Windows: The State of the Union
Docker and Windows: The State of the UnionDocker and Windows: The State of the Union
Docker and Windows: The State of the Union
 
InfiniBand Presentation
InfiniBand PresentationInfiniBand Presentation
InfiniBand Presentation
 
Herd
HerdHerd
Herd
 
InfiniBand Essentials Every HPC Expert Must Know
InfiniBand Essentials Every HPC Expert Must KnowInfiniBand Essentials Every HPC Expert Must Know
InfiniBand Essentials Every HPC Expert Must Know
 
Présentation Docker
Présentation DockerPrésentation Docker
Présentation Docker
 
Docker - YaJUG
Docker  - YaJUGDocker  - YaJUG
Docker - YaJUG
 
Docker + GCE + etcd + ray tracing
Docker + GCE + etcd + ray tracingDocker + GCE + etcd + ray tracing
Docker + GCE + etcd + ray tracing
 
Varnish & blue/green deployments
Varnish & blue/green deploymentsVarnish & blue/green deployments
Varnish & blue/green deployments
 
Oxalide Workshop #4 - Docker, des tours dans le petit bassin
Oxalide Workshop #4 - Docker, des tours dans le petit bassinOxalide Workshop #4 - Docker, des tours dans le petit bassin
Oxalide Workshop #4 - Docker, des tours dans le petit bassin
 
An Introduction to Causal Discovery, a Bayesian Network Approach
An Introduction to Causal Discovery, a Bayesian Network ApproachAn Introduction to Causal Discovery, a Bayesian Network Approach
An Introduction to Causal Discovery, a Bayesian Network Approach
 
Recent advance in netmap/VALE(mSwitch)
Recent advance in netmap/VALE(mSwitch)Recent advance in netmap/VALE(mSwitch)
Recent advance in netmap/VALE(mSwitch)
 
ISO 27001 est-il soluble dans l'agilité ?
ISO 27001 est-il soluble dans l'agilité ?ISO 27001 est-il soluble dans l'agilité ?
ISO 27001 est-il soluble dans l'agilité ?
 
Docker Tours Meetup #1 - Introduction à Docker
Docker Tours Meetup #1 - Introduction à DockerDocker Tours Meetup #1 - Introduction à Docker
Docker Tours Meetup #1 - Introduction à Docker
 
XebiCon'16 : Xebia Labs : Les outils de déploiement sont morts avec les Conta...
XebiCon'16 : Xebia Labs : Les outils de déploiement sont morts avec les Conta...XebiCon'16 : Xebia Labs : Les outils de déploiement sont morts avec les Conta...
XebiCon'16 : Xebia Labs : Les outils de déploiement sont morts avec les Conta...
 
Introduction à docker.io
Introduction à docker.ioIntroduction à docker.io
Introduction à docker.io
 
Mellanox for OpenStack - OpenStack最新情報セミナー 2014年10月
Mellanox for OpenStack  - OpenStack最新情報セミナー 2014年10月Mellanox for OpenStack  - OpenStack最新情報セミナー 2014年10月
Mellanox for OpenStack - OpenStack最新情報セミナー 2014年10月
 
Dynamo db pros and cons
Dynamo db  pros and consDynamo db  pros and cons
Dynamo db pros and cons
 
[2C4]Clustered computing with CoreOS, fleet and etcd
[2C4]Clustered computing with CoreOS, fleet and etcd[2C4]Clustered computing with CoreOS, fleet and etcd
[2C4]Clustered computing with CoreOS, fleet and etcd
 

Similar to Docker infiniband

Enable DPDK and SR-IOV for containerized virtual network functions with zun
Enable DPDK and SR-IOV for containerized virtual network functions with zunEnable DPDK and SR-IOV for containerized virtual network functions with zun
Enable DPDK and SR-IOV for containerized virtual network functions with zunheut2008
 
20240415 [Container Plumbing Days] Usernetes Gen2 - Kubernetes in Rootless Do...
20240415 [Container Plumbing Days] Usernetes Gen2 - Kubernetes in Rootless Do...20240415 [Container Plumbing Days] Usernetes Gen2 - Kubernetes in Rootless Do...
20240415 [Container Plumbing Days] Usernetes Gen2 - Kubernetes in Rootless Do...Akihiro Suda
 
JDD2014: Docker.io - versioned linux containers for JVM devops - Dominik Dorn
JDD2014: Docker.io - versioned linux containers for JVM devops - Dominik DornJDD2014: Docker.io - versioned linux containers for JVM devops - Dominik Dorn
JDD2014: Docker.io - versioned linux containers for JVM devops - Dominik DornPROIDEA
 
[KubeCon NA 2020] containerd: Rootless Containers 2020
[KubeCon NA 2020] containerd: Rootless Containers 2020[KubeCon NA 2020] containerd: Rootless Containers 2020
[KubeCon NA 2020] containerd: Rootless Containers 2020Akihiro Suda
 
Kubernetes deployment on bare metal with container linux
Kubernetes deployment on bare metal with container linuxKubernetes deployment on bare metal with container linux
Kubernetes deployment on bare metal with container linuxmacchiang
 
Scaling Docker Containers using Kubernetes and Azure Container Service
Scaling Docker Containers using Kubernetes and Azure Container ServiceScaling Docker Containers using Kubernetes and Azure Container Service
Scaling Docker Containers using Kubernetes and Azure Container ServiceBen Hall
 
Postgres the hardway
Postgres the hardwayPostgres the hardway
Postgres the hardwayDave Pitts
 
State of Containers and the Convergence of HPC and BigData
State of Containers and the Convergence of HPC and BigDataState of Containers and the Convergence of HPC and BigData
State of Containers and the Convergence of HPC and BigDatainside-BigData.com
 
Network Design patters with Docker
Network Design patters with DockerNetwork Design patters with Docker
Network Design patters with DockerDaniel Finneran
 
PLNOG15: Practical deployments of Kea, a high performance scalable DHCP - Tom...
PLNOG15: Practical deployments of Kea, a high performance scalable DHCP - Tom...PLNOG15: Practical deployments of Kea, a high performance scalable DHCP - Tom...
PLNOG15: Practical deployments of Kea, a high performance scalable DHCP - Tom...PROIDEA
 
2014 11-05 hpcac-kniep_christian_dockermpi
2014 11-05 hpcac-kniep_christian_dockermpi2014 11-05 hpcac-kniep_christian_dockermpi
2014 11-05 hpcac-kniep_christian_dockermpiQNIB Solutions
 
OpenStack Cinder Best Practices - Meet Up
OpenStack Cinder Best Practices - Meet UpOpenStack Cinder Best Practices - Meet Up
OpenStack Cinder Best Practices - Meet UpAaron Delp
 
2014/09/02 Cisco UCS HPC @ ANL
2014/09/02 Cisco UCS HPC @ ANL2014/09/02 Cisco UCS HPC @ ANL
2014/09/02 Cisco UCS HPC @ ANLdgoodell
 
FreeSWITCH on Docker
FreeSWITCH on DockerFreeSWITCH on Docker
FreeSWITCH on Docker建澄 吳
 
Best Practices for Running Kafka on Docker Containers
Best Practices for Running Kafka on Docker ContainersBest Practices for Running Kafka on Docker Containers
Best Practices for Running Kafka on Docker ContainersBlueData, Inc.
 

Similar to Docker infiniband (20)

Enable DPDK and SR-IOV for containerized virtual network functions with zun
Enable DPDK and SR-IOV for containerized virtual network functions with zunEnable DPDK and SR-IOV for containerized virtual network functions with zun
Enable DPDK and SR-IOV for containerized virtual network functions with zun
 
20240415 [Container Plumbing Days] Usernetes Gen2 - Kubernetes in Rootless Do...
20240415 [Container Plumbing Days] Usernetes Gen2 - Kubernetes in Rootless Do...20240415 [Container Plumbing Days] Usernetes Gen2 - Kubernetes in Rootless Do...
20240415 [Container Plumbing Days] Usernetes Gen2 - Kubernetes in Rootless Do...
 
JDD2014: Docker.io - versioned linux containers for JVM devops - Dominik Dorn
JDD2014: Docker.io - versioned linux containers for JVM devops - Dominik DornJDD2014: Docker.io - versioned linux containers for JVM devops - Dominik Dorn
JDD2014: Docker.io - versioned linux containers for JVM devops - Dominik Dorn
 
[KubeCon NA 2020] containerd: Rootless Containers 2020
[KubeCon NA 2020] containerd: Rootless Containers 2020[KubeCon NA 2020] containerd: Rootless Containers 2020
[KubeCon NA 2020] containerd: Rootless Containers 2020
 
Kubernetes deployment on bare metal with container linux
Kubernetes deployment on bare metal with container linuxKubernetes deployment on bare metal with container linux
Kubernetes deployment on bare metal with container linux
 
Survey of Percona Toolkit
Survey of Percona ToolkitSurvey of Percona Toolkit
Survey of Percona Toolkit
 
Scaling Docker Containers using Kubernetes and Azure Container Service
Scaling Docker Containers using Kubernetes and Azure Container ServiceScaling Docker Containers using Kubernetes and Azure Container Service
Scaling Docker Containers using Kubernetes and Azure Container Service
 
Sheep it
Sheep itSheep it
Sheep it
 
Postgres the hardway
Postgres the hardwayPostgres the hardway
Postgres the hardway
 
State of Containers and the Convergence of HPC and BigData
State of Containers and the Convergence of HPC and BigDataState of Containers and the Convergence of HPC and BigData
State of Containers and the Convergence of HPC and BigData
 
Network Design patters with Docker
Network Design patters with DockerNetwork Design patters with Docker
Network Design patters with Docker
 
PLNOG15: Practical deployments of Kea, a high performance scalable DHCP - Tom...
PLNOG15: Practical deployments of Kea, a high performance scalable DHCP - Tom...PLNOG15: Practical deployments of Kea, a high performance scalable DHCP - Tom...
PLNOG15: Practical deployments of Kea, a high performance scalable DHCP - Tom...
 
2014 11-05 hpcac-kniep_christian_dockermpi
2014 11-05 hpcac-kniep_christian_dockermpi2014 11-05 hpcac-kniep_christian_dockermpi
2014 11-05 hpcac-kniep_christian_dockermpi
 
Docker
DockerDocker
Docker
 
OpenStack Cinder Best Practices - Meet Up
OpenStack Cinder Best Practices - Meet UpOpenStack Cinder Best Practices - Meet Up
OpenStack Cinder Best Practices - Meet Up
 
2014/09/02 Cisco UCS HPC @ ANL
2014/09/02 Cisco UCS HPC @ ANL2014/09/02 Cisco UCS HPC @ ANL
2014/09/02 Cisco UCS HPC @ ANL
 
FreeSWITCH on Docker
FreeSWITCH on DockerFreeSWITCH on Docker
FreeSWITCH on Docker
 
FreeSWITCH on Docker
FreeSWITCH on DockerFreeSWITCH on Docker
FreeSWITCH on Docker
 
Introduction to Docker
Introduction to DockerIntroduction to Docker
Introduction to Docker
 
Best Practices for Running Kafka on Docker Containers
Best Practices for Running Kafka on Docker ContainersBest Practices for Running Kafka on Docker Containers
Best Practices for Running Kafka on Docker Containers
 

More from Syoyo Fujita

MicroServer + InfiniBand + ZFS
MicroServer + InfiniBand + ZFSMicroServer + InfiniBand + ZFS
MicroServer + InfiniBand + ZFSSyoyo Fujita
 
AObench with Emscripten
AObench with EmscriptenAObench with Emscripten
AObench with EmscriptenSyoyo Fujita
 
Vertex Culling illustration at SBR07
Vertex Culling illustration at SBR07Vertex Culling illustration at SBR07
Vertex Culling illustration at SBR07Syoyo Fujita
 

More from Syoyo Fujita (7)

MicroServer + InfiniBand + ZFS
MicroServer + InfiniBand + ZFSMicroServer + InfiniBand + ZFS
MicroServer + InfiniBand + ZFS
 
AObench with Emscripten
AObench with EmscriptenAObench with Emscripten
AObench with Emscripten
 
MUDA
MUDAMUDA
MUDA
 
Rsltollvm
RsltollvmRsltollvm
Rsltollvm
 
Vertex Culling illustration at SBR07
Vertex Culling illustration at SBR07Vertex Culling illustration at SBR07
Vertex Culling illustration at SBR07
 
First Order
First OrderFirst Order
First Order
 
Muda Proposal
Muda ProposalMuda Proposal
Muda Proposal
 

Recently uploaded

$ Love Spells^ 💎 (310) 882-6330 in West Virginia, WV | Psychic Reading Best B...
$ Love Spells^ 💎 (310) 882-6330 in West Virginia, WV | Psychic Reading Best B...$ Love Spells^ 💎 (310) 882-6330 in West Virginia, WV | Psychic Reading Best B...
$ Love Spells^ 💎 (310) 882-6330 in West Virginia, WV | Psychic Reading Best B...PsychicRuben LoveSpells
 
Introducing to billionaire brain wave.pdf
Introducing to billionaire brain wave.pdfIntroducing to billionaire brain wave.pdf
Introducing to billionaire brain wave.pdfnoumannajam04
 
CALL ON ➥8923113531 🔝Call Girls Aliganj Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Aliganj Lucknow best sexual serviceCALL ON ➥8923113531 🔝Call Girls Aliganj Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Aliganj Lucknow best sexual serviceanilsa9823
 
Understanding Relationship Anarchy: A Guide to Liberating Love | CIO Women Ma...
Understanding Relationship Anarchy: A Guide to Liberating Love | CIO Women Ma...Understanding Relationship Anarchy: A Guide to Liberating Love | CIO Women Ma...
Understanding Relationship Anarchy: A Guide to Liberating Love | CIO Women Ma...CIOWomenMagazine
 
Lilac Illustrated Social Psychology Presentation.pptx
Lilac Illustrated Social Psychology Presentation.pptxLilac Illustrated Social Psychology Presentation.pptx
Lilac Illustrated Social Psychology Presentation.pptxABMWeaklings
 
Top Rated Pune Call Girls Tingre Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated  Pune Call Girls Tingre Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Se...Top Rated  Pune Call Girls Tingre Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated Pune Call Girls Tingre Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Se...Call Girls in Nagpur High Profile
 
文凭办理《原版美国USU学位证书》犹他州立大学毕业证制作成绩单修改
文凭办理《原版美国USU学位证书》犹他州立大学毕业证制作成绩单修改文凭办理《原版美国USU学位证书》犹他州立大学毕业证制作成绩单修改
文凭办理《原版美国USU学位证书》犹他州立大学毕业证制作成绩单修改atducpo
 
Lucknow 💋 High Class Call Girls Lucknow 10k @ I'm VIP Independent Escorts Gir...
Lucknow 💋 High Class Call Girls Lucknow 10k @ I'm VIP Independent Escorts Gir...Lucknow 💋 High Class Call Girls Lucknow 10k @ I'm VIP Independent Escorts Gir...
Lucknow 💋 High Class Call Girls Lucknow 10k @ I'm VIP Independent Escorts Gir...anilsa9823
 
LC_YouSaidYes_NewBelieverBookletDone.pdf
LC_YouSaidYes_NewBelieverBookletDone.pdfLC_YouSaidYes_NewBelieverBookletDone.pdf
LC_YouSaidYes_NewBelieverBookletDone.pdfpastor83
 
Pokemon Go... Unraveling the Conspiracy Theory
Pokemon Go... Unraveling the Conspiracy TheoryPokemon Go... Unraveling the Conspiracy Theory
Pokemon Go... Unraveling the Conspiracy Theorydrae5
 
The Selfspace Journal Preview by Mindbrush
The Selfspace Journal Preview by MindbrushThe Selfspace Journal Preview by Mindbrush
The Selfspace Journal Preview by MindbrushShivain97
 
9892124323, Call Girls in mumbai, Vashi Call Girls , Kurla Call girls
9892124323, Call Girls in mumbai, Vashi Call Girls , Kurla Call girls9892124323, Call Girls in mumbai, Vashi Call Girls , Kurla Call girls
9892124323, Call Girls in mumbai, Vashi Call Girls , Kurla Call girlsPooja Nehwal
 
CALL ON ➥8923113531 🔝Call Girls Adil Nagar Lucknow best Female service
CALL ON ➥8923113531 🔝Call Girls Adil Nagar Lucknow best Female serviceCALL ON ➥8923113531 🔝Call Girls Adil Nagar Lucknow best Female service
CALL ON ➥8923113531 🔝Call Girls Adil Nagar Lucknow best Female serviceanilsa9823
 
Independent Escorts in Lucknow (Adult Only) 👩🏽‍❤️‍💋‍👩🏼 8923113531 ♛ Escort S...
Independent Escorts in Lucknow  (Adult Only) 👩🏽‍❤️‍💋‍👩🏼 8923113531 ♛ Escort S...Independent Escorts in Lucknow  (Adult Only) 👩🏽‍❤️‍💋‍👩🏼 8923113531 ♛ Escort S...
Independent Escorts in Lucknow (Adult Only) 👩🏽‍❤️‍💋‍👩🏼 8923113531 ♛ Escort S...gurkirankumar98700
 
CALL ON ➥8923113531 🔝Call Girls Mahanagar Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Mahanagar Lucknow best sexual serviceCALL ON ➥8923113531 🔝Call Girls Mahanagar Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Mahanagar Lucknow best sexual serviceanilsa9823
 
Breath, Brain & Beyond_A Holistic Approach to Peak Performance.pdf
Breath, Brain & Beyond_A Holistic Approach to Peak Performance.pdfBreath, Brain & Beyond_A Holistic Approach to Peak Performance.pdf
Breath, Brain & Beyond_A Holistic Approach to Peak Performance.pdfJess Walker
 
办理国外毕业证学位证《原版美国montana文凭》蒙大拿州立大学毕业证制作成绩单修改
办理国外毕业证学位证《原版美国montana文凭》蒙大拿州立大学毕业证制作成绩单修改办理国外毕业证学位证《原版美国montana文凭》蒙大拿州立大学毕业证制作成绩单修改
办理国外毕业证学位证《原版美国montana文凭》蒙大拿州立大学毕业证制作成绩单修改atducpo
 
CALL ON ➥8923113531 🔝Call Girls Rajajipuram Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Rajajipuram Lucknow best sexual serviceCALL ON ➥8923113531 🔝Call Girls Rajajipuram Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Rajajipuram Lucknow best sexual serviceanilsa9823
 
(KAVYA) Call Girls Humayun Nagar ✔️Just Call 7001035870✔️ HI-Fi Hyderabad Esc...
(KAVYA) Call Girls Humayun Nagar ✔️Just Call 7001035870✔️ HI-Fi Hyderabad Esc...(KAVYA) Call Girls Humayun Nagar ✔️Just Call 7001035870✔️ HI-Fi Hyderabad Esc...
(KAVYA) Call Girls Humayun Nagar ✔️Just Call 7001035870✔️ HI-Fi Hyderabad Esc...Sanjna Singh
 

Recently uploaded (20)

$ Love Spells^ 💎 (310) 882-6330 in West Virginia, WV | Psychic Reading Best B...
$ Love Spells^ 💎 (310) 882-6330 in West Virginia, WV | Psychic Reading Best B...$ Love Spells^ 💎 (310) 882-6330 in West Virginia, WV | Psychic Reading Best B...
$ Love Spells^ 💎 (310) 882-6330 in West Virginia, WV | Psychic Reading Best B...
 
Introducing to billionaire brain wave.pdf
Introducing to billionaire brain wave.pdfIntroducing to billionaire brain wave.pdf
Introducing to billionaire brain wave.pdf
 
escort service sasti (*~Call Girls in Paschim Vihar Metro❤️9953056974
escort service  sasti (*~Call Girls in Paschim Vihar Metro❤️9953056974escort service  sasti (*~Call Girls in Paschim Vihar Metro❤️9953056974
escort service sasti (*~Call Girls in Paschim Vihar Metro❤️9953056974
 
CALL ON ➥8923113531 🔝Call Girls Aliganj Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Aliganj Lucknow best sexual serviceCALL ON ➥8923113531 🔝Call Girls Aliganj Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Aliganj Lucknow best sexual service
 
Understanding Relationship Anarchy: A Guide to Liberating Love | CIO Women Ma...
Understanding Relationship Anarchy: A Guide to Liberating Love | CIO Women Ma...Understanding Relationship Anarchy: A Guide to Liberating Love | CIO Women Ma...
Understanding Relationship Anarchy: A Guide to Liberating Love | CIO Women Ma...
 
Lilac Illustrated Social Psychology Presentation.pptx
Lilac Illustrated Social Psychology Presentation.pptxLilac Illustrated Social Psychology Presentation.pptx
Lilac Illustrated Social Psychology Presentation.pptx
 
Top Rated Pune Call Girls Tingre Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated  Pune Call Girls Tingre Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Se...Top Rated  Pune Call Girls Tingre Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated Pune Call Girls Tingre Nagar ⟟ 6297143586 ⟟ Call Me For Genuine Se...
 
文凭办理《原版美国USU学位证书》犹他州立大学毕业证制作成绩单修改
文凭办理《原版美国USU学位证书》犹他州立大学毕业证制作成绩单修改文凭办理《原版美国USU学位证书》犹他州立大学毕业证制作成绩单修改
文凭办理《原版美国USU学位证书》犹他州立大学毕业证制作成绩单修改
 
Lucknow 💋 High Class Call Girls Lucknow 10k @ I'm VIP Independent Escorts Gir...
Lucknow 💋 High Class Call Girls Lucknow 10k @ I'm VIP Independent Escorts Gir...Lucknow 💋 High Class Call Girls Lucknow 10k @ I'm VIP Independent Escorts Gir...
Lucknow 💋 High Class Call Girls Lucknow 10k @ I'm VIP Independent Escorts Gir...
 
LC_YouSaidYes_NewBelieverBookletDone.pdf
LC_YouSaidYes_NewBelieverBookletDone.pdfLC_YouSaidYes_NewBelieverBookletDone.pdf
LC_YouSaidYes_NewBelieverBookletDone.pdf
 
Pokemon Go... Unraveling the Conspiracy Theory
Pokemon Go... Unraveling the Conspiracy TheoryPokemon Go... Unraveling the Conspiracy Theory
Pokemon Go... Unraveling the Conspiracy Theory
 
The Selfspace Journal Preview by Mindbrush
The Selfspace Journal Preview by MindbrushThe Selfspace Journal Preview by Mindbrush
The Selfspace Journal Preview by Mindbrush
 
9892124323, Call Girls in mumbai, Vashi Call Girls , Kurla Call girls
9892124323, Call Girls in mumbai, Vashi Call Girls , Kurla Call girls9892124323, Call Girls in mumbai, Vashi Call Girls , Kurla Call girls
9892124323, Call Girls in mumbai, Vashi Call Girls , Kurla Call girls
 
CALL ON ➥8923113531 🔝Call Girls Adil Nagar Lucknow best Female service
CALL ON ➥8923113531 🔝Call Girls Adil Nagar Lucknow best Female serviceCALL ON ➥8923113531 🔝Call Girls Adil Nagar Lucknow best Female service
CALL ON ➥8923113531 🔝Call Girls Adil Nagar Lucknow best Female service
 
Independent Escorts in Lucknow (Adult Only) 👩🏽‍❤️‍💋‍👩🏼 8923113531 ♛ Escort S...
Independent Escorts in Lucknow  (Adult Only) 👩🏽‍❤️‍💋‍👩🏼 8923113531 ♛ Escort S...Independent Escorts in Lucknow  (Adult Only) 👩🏽‍❤️‍💋‍👩🏼 8923113531 ♛ Escort S...
Independent Escorts in Lucknow (Adult Only) 👩🏽‍❤️‍💋‍👩🏼 8923113531 ♛ Escort S...
 
CALL ON ➥8923113531 🔝Call Girls Mahanagar Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Mahanagar Lucknow best sexual serviceCALL ON ➥8923113531 🔝Call Girls Mahanagar Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Mahanagar Lucknow best sexual service
 
Breath, Brain & Beyond_A Holistic Approach to Peak Performance.pdf
Breath, Brain & Beyond_A Holistic Approach to Peak Performance.pdfBreath, Brain & Beyond_A Holistic Approach to Peak Performance.pdf
Breath, Brain & Beyond_A Holistic Approach to Peak Performance.pdf
 
办理国外毕业证学位证《原版美国montana文凭》蒙大拿州立大学毕业证制作成绩单修改
办理国外毕业证学位证《原版美国montana文凭》蒙大拿州立大学毕业证制作成绩单修改办理国外毕业证学位证《原版美国montana文凭》蒙大拿州立大学毕业证制作成绩单修改
办理国外毕业证学位证《原版美国montana文凭》蒙大拿州立大学毕业证制作成绩单修改
 
CALL ON ➥8923113531 🔝Call Girls Rajajipuram Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Rajajipuram Lucknow best sexual serviceCALL ON ➥8923113531 🔝Call Girls Rajajipuram Lucknow best sexual service
CALL ON ➥8923113531 🔝Call Girls Rajajipuram Lucknow best sexual service
 
(KAVYA) Call Girls Humayun Nagar ✔️Just Call 7001035870✔️ HI-Fi Hyderabad Esc...
(KAVYA) Call Girls Humayun Nagar ✔️Just Call 7001035870✔️ HI-Fi Hyderabad Esc...(KAVYA) Call Girls Humayun Nagar ✔️Just Call 7001035870✔️ HI-Fi Hyderabad Esc...
(KAVYA) Call Girls Humayun Nagar ✔️Just Call 7001035870✔️ HI-Fi Hyderabad Esc...
 

Docker infiniband