SlideShare ist ein Scribd-Unternehmen logo
1 von 46
Downloaden Sie, um offline zu lesen
Kubernetes
The rising tide of system administration
@craigbox
Google Cloud Platform
Londres
Nouvelle-Zélande
Open has won
Google Cloud Platform 4
Google Cloud Platform 6
The Anatomy of a Large-Scale Hypertextual Web Search Engine
1996, Sergey Brin and Lawrence Page
Computer Science Department, Stanford University, Stanford,
CA 94305
Google Cloud Platform 8
Google Cloud Platform 9
Google is living a few years in the future,
and sending the rest of us messages
Doug Cutting, Hadoop creator November 2013
“
More on that later
Real time
Babysitter
Batch
Global Work Queue
Building what’s next 14
"Borg"
Google Cloud Platform 14
Google Cloud Platform 16
A datacenter is not a collection of computers,
a datacenter is a computer.
Google Cloud Platform 17
What applications run on this computer?
Google Cloud Platform 18
Application containers
Lightweight Linux
environment
Hermetically sealed,
deployable application
Introspectable, runnable
artifact
Google Cloud Platform 19
Resource
isolation
Predictability
Quality of Service
Batch vs.
interactive
Containers
at Google
Resource
accounting
Efficient overcommit
Google Cloud Platform 20
Server administration
Flying the plane
Google Cloud Platform 21
Clusters/DevOps
Programming the autopilot
Google Cloud Platform 22
Efficiency
Optimized packing, better scaling
Performance
Active environment tuning
Continuous integration
Easy and reliable
Robustness
Active monitoring, self healing
Google Cloud Platform 23
Containers at Google
We launch over
2 Billion
containers per week.
Google Cloud Platform 23
Google Cloud Platform 25
web browsers
BorgMaster
link shard
UI shardBorgMaster
link shard
UI shardBorgMaster
link shard
UI shardBorgMaster
link shard
UI shard
Cell
Scheduler
borgcfg web browsers
scheduler
Borglet Borglet Borglet Borglet
BorgMaster
link shard
read/UI
shard
Config
file
persistent store
(Paxos)
Binary
Google Cloud Platform 26
Google Cloud Platform 27
Google Cloud Platform 28
Building what’s next 31
Distributed systems are hard
Distributed systems toolkit
Making reliable, scalable, agile distributed systems a CS101 exercise.
Google Cloud Platform 33
Greek for “Helmsman”:
the root of the word “governor” and “cybernetic”
● Container orchestrator
● Builds on Docker containers
○ also supporting other container technologies
● Multiple cloud and bare-metal environments
● Supports existing OSS apps
○ cannot require apps becoming cloud-native
● Inspired and informed by Google’s
experiences and internal systems
● 100% Open source, written in Go
Let users manage applications, not machines
κυβερνήτης
Google Cloud Platform 34
web browsers
BorgMaster
link shard
UI shardBorgMaster
link shard
UI shardBorgMaster
link shard
UI shardBorgMaster
link shard
UI shard
Cluster
Scheduler
kubectl web browsers
scheduler
kubelet kubelet kubelet kubelet
k8s Master
controller manager
API
server
Config
file
persistent store
(etcd)
Binary
Google Cloud Platform 35
● Scheduling: Decide where my containers should run
● Lifecycle and health: Keep my containers running despite
failures
● Scaling: Make sets of containers bigger or smaller
● Naming and discovery: Find where my containers are now
● Load balancing: Distribute traffic across a set of containers
● Storage volumes: Provide data to containers
● Logging and monitoring: Track what’s happening with my
containers
● Debugging and introspection: Enter or attach to containers
● Identity and authorization: Control who can do things to my
containers
Kubernetes abstracts away:
Google Cloud Platform 36
● Kubernetes is one of the three legs of Cloud Native
○ Takes in container packaged apps
○ Emits microservices architectures
● Announced June 2014, in GA since June 2015
● 1.4 is due out in 1 week!
● Under half the code is now written by Google
● Stewarded by the Cloud Native Compute Foundation™
○ A Linux Foundation Collaborative Project™
Kubernetes history
Google Cloud Platform 37
Kubernetes is stable
● Concrete ideas from 10 years of production experience
○ and mistakes!
● v1 API; breaking changes held until v2
● Alpha, Beta and GA tracks for new features
● Thorough end-to-end testing
● New work taking place outside of core
○ Volume & network plugins
○ Custom controllers
○ ThirdPartyResources
Google Cloud Platform 38
Kubernetes has a solid core
● Core primitives:
○ pods, services, volumes, labels, controllers, etc
● Continual improvement using these basic concepts
○ Ingress: connect a load balancer to a Service
○ ReplicaSet: fungible replicas
○ DaemonSet: put a pod on every node
○ Job: batch workloads
○ ScheduledJob: run a Job at a certain time (cron)
Google Cloud Platform 39
Kubernetes has
a healthy ecosystem
Some examples:
● Cloud providers: Azure, VMware, Openstack, Rackspace, CenturyLink
● Distros: CoreOS Tectonic, Mirantis Murano (OpenStack), RedHat
Atomic, Hyper.sh, VMTurbo
● PaaS: RedHat OpenShift, Deis, Rancher, WSO2, Gondor/Kel, Apcera
● CD: Fabric8, Shippable, CloudBees, Solano
● Deployment: Kumoru, Redspread, Spinnaker
● Package managers: Helm, KPM
● Monitoring: Prometheus, Sysdig, Datadog
● Networking: Weaveworks, Tigera, OpenContrail
● Storage: NetApp, ClusterHQ
● Appliances: Redapt, Diamante
Google Cloud Platform 40
Kubernetes has great momentum
laptop$ kubeadm --help
kubeadm: bootstrap a secure Kubernetes cluster easily.
/==========================================================
| KUBEADM IS ALPHA, DO NOT USE IT FOR PRODUCTION CLUSTERS! |
| |
| But, please try it out! Give us feedback at: |
| https://github.com/kubernetes/kubernetes/issues |
| and at-mention @kubernetes/sig-cluster-lifecycle |
==========================================================/
Example usage:
Create a two-machine cluster with one master (which controls the cluster),
and one node (where workloads, like pods and containers run).
On the first machine
====================
master# kubeadm init master
Your token is: <token>
On the second machine
=====================
node# kubeadm join node --token=<token> <ip-of-master>
Google Cloud Platform 44Google Cloud Platform 44
More efficient and happier operations teams
More reliable infrastructure and applications
More efficient usage of resources
Lower business risk
Kubernetes
The rising tide of system administration
Google Cloud Platform 45
Google Cloud Platform 46
Thank you
@craigbox

Weitere ähnliche Inhalte

Was ist angesagt?

Scale into Multi-Cloud with Containers
Scale into Multi-Cloud with ContainersScale into Multi-Cloud with Containers
Scale into Multi-Cloud with ContainersImesh Gunaratne
 
Cloud Native Use Cases / Case Studies - KubeCon 2019 San Diego - RECAP
Cloud Native Use Cases / Case Studies - KubeCon 2019 San Diego - RECAPCloud Native Use Cases / Case Studies - KubeCon 2019 San Diego - RECAP
Cloud Native Use Cases / Case Studies - KubeCon 2019 San Diego - RECAPKrishna-Kumar
 
Cloud Study Jam Exploring the Cloud
Cloud Study Jam Exploring the CloudCloud Study Jam Exploring the Cloud
Cloud Study Jam Exploring the CloudProttay Karim
 
Kubernetes in Production: Lessons Learnt
Kubernetes in Production: Lessons LearntKubernetes in Production: Lessons Learnt
Kubernetes in Production: Lessons LearntArunvel Sriram
 
Google Cloud Platform and Kubernetes
Google Cloud Platform and KubernetesGoogle Cloud Platform and Kubernetes
Google Cloud Platform and KubernetesKasper Nissen
 
Kolla Project Update (Vancouver 2018)
Kolla Project Update (Vancouver 2018)Kolla Project Update (Vancouver 2018)
Kolla Project Update (Vancouver 2018)Paul Bourke
 
Netflix Container Scheduling and Execution - QCon New York 2016
Netflix Container Scheduling and Execution - QCon New York 2016Netflix Container Scheduling and Execution - QCon New York 2016
Netflix Container Scheduling and Execution - QCon New York 2016aspyker
 
Google Cloud Platform Kubernetes Workshop IYTE
Google Cloud Platform Kubernetes Workshop IYTEGoogle Cloud Platform Kubernetes Workshop IYTE
Google Cloud Platform Kubernetes Workshop IYTEGokhan Boranalp
 
Open Source Clouds: Be The Change...
Open Source Clouds: Be The Change...Open Source Clouds: Be The Change...
Open Source Clouds: Be The Change...GreenQloud
 
Intro to Kubernetes & GitOps Workshop
Intro to Kubernetes & GitOps WorkshopIntro to Kubernetes & GitOps Workshop
Intro to Kubernetes & GitOps WorkshopWeaveworks
 
Kolla Onboarding (Vancouver 2018)
Kolla Onboarding (Vancouver 2018)Kolla Onboarding (Vancouver 2018)
Kolla Onboarding (Vancouver 2018)Paul Bourke
 
Get started with Kubernetes on GKE
Get started with Kubernetes on GKEGet started with Kubernetes on GKE
Get started with Kubernetes on GKEZachary Russell
 
From laptop to super-computer: standardizing installation and management of G...
From laptop to super-computer: standardizing installation and management of G...From laptop to super-computer: standardizing installation and management of G...
From laptop to super-computer: standardizing installation and management of G...Enis Afgan
 
Deploying & Scaling OpenShift on OpenStack using Heat - OpenStack Seattle Mee...
Deploying & Scaling OpenShift on OpenStack using Heat - OpenStack Seattle Mee...Deploying & Scaling OpenShift on OpenStack using Heat - OpenStack Seattle Mee...
Deploying & Scaling OpenShift on OpenStack using Heat - OpenStack Seattle Mee...Diane Mueller
 
Horizontal scaling with Galaxy
Horizontal scaling with GalaxyHorizontal scaling with Galaxy
Horizontal scaling with GalaxyEnis Afgan
 
4 - Customer story: Telenet
4 - Customer story: Telenet4 - Customer story: Telenet
4 - Customer story: TelenetKangaroot
 
CN Asturias - Stateful application for kubernetes
CN Asturias -  Stateful application for kubernetes CN Asturias -  Stateful application for kubernetes
CN Asturias - Stateful application for kubernetes Cédrick Lunven
 

Was ist angesagt? (20)

Scale into Multi-Cloud with Containers
Scale into Multi-Cloud with ContainersScale into Multi-Cloud with Containers
Scale into Multi-Cloud with Containers
 
Cloud Native Use Cases / Case Studies - KubeCon 2019 San Diego - RECAP
Cloud Native Use Cases / Case Studies - KubeCon 2019 San Diego - RECAPCloud Native Use Cases / Case Studies - KubeCon 2019 San Diego - RECAP
Cloud Native Use Cases / Case Studies - KubeCon 2019 San Diego - RECAP
 
Cloud Study Jam Exploring the Cloud
Cloud Study Jam Exploring the CloudCloud Study Jam Exploring the Cloud
Cloud Study Jam Exploring the Cloud
 
Heat Updates - Liberty Edition
Heat Updates - Liberty EditionHeat Updates - Liberty Edition
Heat Updates - Liberty Edition
 
Kubernetes in Production: Lessons Learnt
Kubernetes in Production: Lessons LearntKubernetes in Production: Lessons Learnt
Kubernetes in Production: Lessons Learnt
 
Google Cloud Platform and Kubernetes
Google Cloud Platform and KubernetesGoogle Cloud Platform and Kubernetes
Google Cloud Platform and Kubernetes
 
Kolla Project Update (Vancouver 2018)
Kolla Project Update (Vancouver 2018)Kolla Project Update (Vancouver 2018)
Kolla Project Update (Vancouver 2018)
 
Netflix Container Scheduling and Execution - QCon New York 2016
Netflix Container Scheduling and Execution - QCon New York 2016Netflix Container Scheduling and Execution - QCon New York 2016
Netflix Container Scheduling and Execution - QCon New York 2016
 
Google Cloud Platform Kubernetes Workshop IYTE
Google Cloud Platform Kubernetes Workshop IYTEGoogle Cloud Platform Kubernetes Workshop IYTE
Google Cloud Platform Kubernetes Workshop IYTE
 
Open Source Clouds: Be The Change...
Open Source Clouds: Be The Change...Open Source Clouds: Be The Change...
Open Source Clouds: Be The Change...
 
Intro to Kubernetes & GitOps Workshop
Intro to Kubernetes & GitOps WorkshopIntro to Kubernetes & GitOps Workshop
Intro to Kubernetes & GitOps Workshop
 
Swarm migration
Swarm migrationSwarm migration
Swarm migration
 
Kolla Onboarding (Vancouver 2018)
Kolla Onboarding (Vancouver 2018)Kolla Onboarding (Vancouver 2018)
Kolla Onboarding (Vancouver 2018)
 
CNCF Projects Overview
CNCF Projects OverviewCNCF Projects Overview
CNCF Projects Overview
 
Get started with Kubernetes on GKE
Get started with Kubernetes on GKEGet started with Kubernetes on GKE
Get started with Kubernetes on GKE
 
From laptop to super-computer: standardizing installation and management of G...
From laptop to super-computer: standardizing installation and management of G...From laptop to super-computer: standardizing installation and management of G...
From laptop to super-computer: standardizing installation and management of G...
 
Deploying & Scaling OpenShift on OpenStack using Heat - OpenStack Seattle Mee...
Deploying & Scaling OpenShift on OpenStack using Heat - OpenStack Seattle Mee...Deploying & Scaling OpenShift on OpenStack using Heat - OpenStack Seattle Mee...
Deploying & Scaling OpenShift on OpenStack using Heat - OpenStack Seattle Mee...
 
Horizontal scaling with Galaxy
Horizontal scaling with GalaxyHorizontal scaling with Galaxy
Horizontal scaling with Galaxy
 
4 - Customer story: Telenet
4 - Customer story: Telenet4 - Customer story: Telenet
4 - Customer story: Telenet
 
CN Asturias - Stateful application for kubernetes
CN Asturias -  Stateful application for kubernetes CN Asturias -  Stateful application for kubernetes
CN Asturias - Stateful application for kubernetes
 

Andere mochten auch

Automatizing SpagoBI, OW2con'16, Paris.
Automatizing SpagoBI, OW2con'16, Paris. Automatizing SpagoBI, OW2con'16, Paris.
Automatizing SpagoBI, OW2con'16, Paris. OW2
 
Antelink Project, OW2con11, Nov 24-25, Paris
Antelink Project, OW2con11, Nov 24-25, ParisAntelink Project, OW2con11, Nov 24-25, Paris
Antelink Project, OW2con11, Nov 24-25, ParisOW2
 
iPad Inquiry
iPad InquiryiPad Inquiry
iPad Inquirywall530
 
Preparing your source code for distribution, OW2con'16, Paris.
Preparing your source code for distribution, OW2con'16, Paris. Preparing your source code for distribution, OW2con'16, Paris.
Preparing your source code for distribution, OW2con'16, Paris. OW2
 
OSS in Bigciites
OSS in BigciitesOSS in Bigciites
OSS in BigciitesOW2
 
Square Numbers - Update September 12
Square Numbers - Update September 12Square Numbers - Update September 12
Square Numbers - Update September 12figo GmbH
 
CHOReVOLUTION project to facilitate cross-organization service integration
CHOReVOLUTION project to facilitate cross-organization service integrationCHOReVOLUTION project to facilitate cross-organization service integration
CHOReVOLUTION project to facilitate cross-organization service integrationOW2
 
What's new with Petals ESB ? OW2con'12, Paris
What's new with Petals ESB ? OW2con'12, ParisWhat's new with Petals ESB ? OW2con'12, Paris
What's new with Petals ESB ? OW2con'12, ParisOW2
 
Social media knockdown
Social media knockdownSocial media knockdown
Social media knockdowntellem
 
Petals BPM & the Cloud, OW2con11, Nov 24-25, Paris
Petals BPM & the Cloud, OW2con11, Nov 24-25, ParisPetals BPM & the Cloud, OW2con11, Nov 24-25, Paris
Petals BPM & the Cloud, OW2con11, Nov 24-25, ParisOW2
 
Kalimucho Research Project, OW2con11, Nov 24-25, Paris
Kalimucho Research Project, OW2con11, Nov 24-25, ParisKalimucho Research Project, OW2con11, Nov 24-25, Paris
Kalimucho Research Project, OW2con11, Nov 24-25, ParisOW2
 
197x 20090704 Scalaで並行プログラミング
197x 20090704 Scalaで並行プログラミング197x 20090704 Scalaで並行プログラミング
197x 20090704 Scalaで並行プログラミングNet Penguin
 
OCCIware: extensible and standard-based XaaS platform to manage everything in...
OCCIware: extensible and standard-based XaaS platform to manage everything in...OCCIware: extensible and standard-based XaaS platform to manage everything in...
OCCIware: extensible and standard-based XaaS platform to manage everything in...OW2
 
LinkedIn and Twitter Lab for Beginners
LinkedIn and Twitter Lab for BeginnersLinkedIn and Twitter Lab for Beginners
LinkedIn and Twitter Lab for BeginnersHelen Buzdugan
 
Microsoft Power Point Facet5 Presentatie Linked In
Microsoft Power Point   Facet5 Presentatie Linked InMicrosoft Power Point   Facet5 Presentatie Linked In
Microsoft Power Point Facet5 Presentatie Linked InMichiel Castelijns
 
Discovering Tolerance.pptx
Discovering Tolerance.pptxDiscovering Tolerance.pptx
Discovering Tolerance.pptxVanessa Capaldo
 
SpagoBi Real Time Business Intelligence, OW2con11, Nov 24-25, Paris
SpagoBi Real Time Business Intelligence, OW2con11, Nov 24-25, ParisSpagoBi Real Time Business Intelligence, OW2con11, Nov 24-25, Paris
SpagoBi Real Time Business Intelligence, OW2con11, Nov 24-25, ParisOW2
 
Using Online, Interactive And Web 2.0 Technologies In Careers Work
Using Online, Interactive And Web 2.0 Technologies In Careers WorkUsing Online, Interactive And Web 2.0 Technologies In Careers Work
Using Online, Interactive And Web 2.0 Technologies In Careers WorkHelen Buzdugan
 

Andere mochten auch (20)

Automatizing SpagoBI, OW2con'16, Paris.
Automatizing SpagoBI, OW2con'16, Paris. Automatizing SpagoBI, OW2con'16, Paris.
Automatizing SpagoBI, OW2con'16, Paris.
 
Antelink Project, OW2con11, Nov 24-25, Paris
Antelink Project, OW2con11, Nov 24-25, ParisAntelink Project, OW2con11, Nov 24-25, Paris
Antelink Project, OW2con11, Nov 24-25, Paris
 
iPad Inquiry
iPad InquiryiPad Inquiry
iPad Inquiry
 
Preparing your source code for distribution, OW2con'16, Paris.
Preparing your source code for distribution, OW2con'16, Paris. Preparing your source code for distribution, OW2con'16, Paris.
Preparing your source code for distribution, OW2con'16, Paris.
 
OSS in Bigciites
OSS in BigciitesOSS in Bigciites
OSS in Bigciites
 
Square Numbers - Update September 12
Square Numbers - Update September 12Square Numbers - Update September 12
Square Numbers - Update September 12
 
CHOReVOLUTION project to facilitate cross-organization service integration
CHOReVOLUTION project to facilitate cross-organization service integrationCHOReVOLUTION project to facilitate cross-organization service integration
CHOReVOLUTION project to facilitate cross-organization service integration
 
What's new with Petals ESB ? OW2con'12, Paris
What's new with Petals ESB ? OW2con'12, ParisWhat's new with Petals ESB ? OW2con'12, Paris
What's new with Petals ESB ? OW2con'12, Paris
 
Social media knockdown
Social media knockdownSocial media knockdown
Social media knockdown
 
Project Progress
Project ProgressProject Progress
Project Progress
 
Chapter 8
Chapter 8Chapter 8
Chapter 8
 
Petals BPM & the Cloud, OW2con11, Nov 24-25, Paris
Petals BPM & the Cloud, OW2con11, Nov 24-25, ParisPetals BPM & the Cloud, OW2con11, Nov 24-25, Paris
Petals BPM & the Cloud, OW2con11, Nov 24-25, Paris
 
Kalimucho Research Project, OW2con11, Nov 24-25, Paris
Kalimucho Research Project, OW2con11, Nov 24-25, ParisKalimucho Research Project, OW2con11, Nov 24-25, Paris
Kalimucho Research Project, OW2con11, Nov 24-25, Paris
 
197x 20090704 Scalaで並行プログラミング
197x 20090704 Scalaで並行プログラミング197x 20090704 Scalaで並行プログラミング
197x 20090704 Scalaで並行プログラミング
 
OCCIware: extensible and standard-based XaaS platform to manage everything in...
OCCIware: extensible and standard-based XaaS platform to manage everything in...OCCIware: extensible and standard-based XaaS platform to manage everything in...
OCCIware: extensible and standard-based XaaS platform to manage everything in...
 
LinkedIn and Twitter Lab for Beginners
LinkedIn and Twitter Lab for BeginnersLinkedIn and Twitter Lab for Beginners
LinkedIn and Twitter Lab for Beginners
 
Microsoft Power Point Facet5 Presentatie Linked In
Microsoft Power Point   Facet5 Presentatie Linked InMicrosoft Power Point   Facet5 Presentatie Linked In
Microsoft Power Point Facet5 Presentatie Linked In
 
Discovering Tolerance.pptx
Discovering Tolerance.pptxDiscovering Tolerance.pptx
Discovering Tolerance.pptx
 
SpagoBi Real Time Business Intelligence, OW2con11, Nov 24-25, Paris
SpagoBi Real Time Business Intelligence, OW2con11, Nov 24-25, ParisSpagoBi Real Time Business Intelligence, OW2con11, Nov 24-25, Paris
SpagoBi Real Time Business Intelligence, OW2con11, Nov 24-25, Paris
 
Using Online, Interactive And Web 2.0 Technologies In Careers Work
Using Online, Interactive And Web 2.0 Technologies In Careers WorkUsing Online, Interactive And Web 2.0 Technologies In Careers Work
Using Online, Interactive And Web 2.0 Technologies In Careers Work
 

Ähnlich wie OW2con'16 Keynote address: Kubernetes, the rising tide of systems administration.

OW2con'16 Keynote address: Kubernetes, the rising tide of systems administrat...
OW2con'16 Keynote address: Kubernetes, the rising tide of systems administrat...OW2con'16 Keynote address: Kubernetes, the rising tide of systems administrat...
OW2con'16 Keynote address: Kubernetes, the rising tide of systems administrat...OW2
 
2016 08-30 Kubernetes talk for Waterloo DevOps
2016 08-30 Kubernetes talk for Waterloo DevOps2016 08-30 Kubernetes talk for Waterloo DevOps
2016 08-30 Kubernetes talk for Waterloo DevOpscraigbox
 
GCP Gaming 2016 Keynote Seoul, Korea
GCP Gaming 2016 Keynote Seoul, KoreaGCP Gaming 2016 Keynote Seoul, Korea
GCP Gaming 2016 Keynote Seoul, KoreaChris Jang
 
Container Camp London (2016-09-09)
Container Camp London (2016-09-09)Container Camp London (2016-09-09)
Container Camp London (2016-09-09)craigbox
 
Mattia Gandolfi - Improving utilization and portability with Containers and C...
Mattia Gandolfi - Improving utilization and portability with Containers and C...Mattia Gandolfi - Improving utilization and portability with Containers and C...
Mattia Gandolfi - Improving utilization and portability with Containers and C...Codemotion
 
[Global logic] container runtimes and kubernetes
[Global logic] container runtimes and kubernetes[Global logic] container runtimes and kubernetes
[Global logic] container runtimes and kubernetesGlobalLogic Ukraine
 
Kubecon seattle 2018 workshop slides
Kubecon seattle 2018 workshop slidesKubecon seattle 2018 workshop slides
Kubecon seattle 2018 workshop slidesWeaveworks
 
Google Cloud - Stand Out Features
Google Cloud - Stand Out FeaturesGoogle Cloud - Stand Out Features
Google Cloud - Stand Out FeaturesGDG Cloud Bengaluru
 
Supporting bioinformatics applications with hybrid multi-cloud services
Supporting bioinformatics applications with hybrid multi-cloud servicesSupporting bioinformatics applications with hybrid multi-cloud services
Supporting bioinformatics applications with hybrid multi-cloud servicesAhmed Abdullah
 
Kubernetes: https://youtu.be/KnjnQj-FvfQ
Kubernetes: https://youtu.be/KnjnQj-FvfQKubernetes: https://youtu.be/KnjnQj-FvfQ
Kubernetes: https://youtu.be/KnjnQj-FvfQRahul Malhotra
 
Scientific Computing @ Fred Hutch
Scientific Computing @ Fred HutchScientific Computing @ Fred Hutch
Scientific Computing @ Fred HutchDirk Petersen
 
Scheduling a fuller house - Talk at QCon NY 2016
Scheduling a fuller house - Talk at QCon NY 2016Scheduling a fuller house - Talk at QCon NY 2016
Scheduling a fuller house - Talk at QCon NY 2016Sharma Podila
 
Integrating Google Cloud Dataproc with Alluxio for faster performance in the ...
Integrating Google Cloud Dataproc with Alluxio for faster performance in the ...Integrating Google Cloud Dataproc with Alluxio for faster performance in the ...
Integrating Google Cloud Dataproc with Alluxio for faster performance in the ...Alluxio, Inc.
 
Cloud-Native: A New Ecosystem for Putting Containers into Production
Cloud-Native:  A New Ecosystem for Putting Containers into ProductionCloud-Native:  A New Ecosystem for Putting Containers into Production
Cloud-Native: A New Ecosystem for Putting Containers into ProductionGordon Haff
 
Top 10 present and future innovations in the NoSQL Cassandra ecosystem (2022)
Top 10 present and future innovations in the NoSQL Cassandra ecosystem (2022)Top 10 present and future innovations in the NoSQL Cassandra ecosystem (2022)
Top 10 present and future innovations in the NoSQL Cassandra ecosystem (2022)Cédrick Lunven
 
Scale with a smile with Google Cloud Platform At DevConTLV (June 2014)
Scale with a smile with Google Cloud Platform At DevConTLV (June 2014)Scale with a smile with Google Cloud Platform At DevConTLV (June 2014)
Scale with a smile with Google Cloud Platform At DevConTLV (June 2014)Ido Green
 
Free GitOps Workshop (with Intro to Kubernetes & GitOps)
Free GitOps Workshop (with Intro to Kubernetes & GitOps)Free GitOps Workshop (with Intro to Kubernetes & GitOps)
Free GitOps Workshop (with Intro to Kubernetes & GitOps)Weaveworks
 

Ähnlich wie OW2con'16 Keynote address: Kubernetes, the rising tide of systems administration. (20)

OW2con'16 Keynote address: Kubernetes, the rising tide of systems administrat...
OW2con'16 Keynote address: Kubernetes, the rising tide of systems administrat...OW2con'16 Keynote address: Kubernetes, the rising tide of systems administrat...
OW2con'16 Keynote address: Kubernetes, the rising tide of systems administrat...
 
2016 08-30 Kubernetes talk for Waterloo DevOps
2016 08-30 Kubernetes talk for Waterloo DevOps2016 08-30 Kubernetes talk for Waterloo DevOps
2016 08-30 Kubernetes talk for Waterloo DevOps
 
GCP Gaming 2016 Keynote Seoul, Korea
GCP Gaming 2016 Keynote Seoul, KoreaGCP Gaming 2016 Keynote Seoul, Korea
GCP Gaming 2016 Keynote Seoul, Korea
 
Container Camp London (2016-09-09)
Container Camp London (2016-09-09)Container Camp London (2016-09-09)
Container Camp London (2016-09-09)
 
DevOps & SRE at Google Scale
DevOps & SRE at Google ScaleDevOps & SRE at Google Scale
DevOps & SRE at Google Scale
 
Mattia Gandolfi - Improving utilization and portability with Containers and C...
Mattia Gandolfi - Improving utilization and portability with Containers and C...Mattia Gandolfi - Improving utilization and portability with Containers and C...
Mattia Gandolfi - Improving utilization and portability with Containers and C...
 
[Global logic] container runtimes and kubernetes
[Global logic] container runtimes and kubernetes[Global logic] container runtimes and kubernetes
[Global logic] container runtimes and kubernetes
 
Cloud computing: highlights
Cloud computing: highlightsCloud computing: highlights
Cloud computing: highlights
 
Kubecon seattle 2018 workshop slides
Kubecon seattle 2018 workshop slidesKubecon seattle 2018 workshop slides
Kubecon seattle 2018 workshop slides
 
Google Cloud - Stand Out Features
Google Cloud - Stand Out FeaturesGoogle Cloud - Stand Out Features
Google Cloud - Stand Out Features
 
Supporting bioinformatics applications with hybrid multi-cloud services
Supporting bioinformatics applications with hybrid multi-cloud servicesSupporting bioinformatics applications with hybrid multi-cloud services
Supporting bioinformatics applications with hybrid multi-cloud services
 
Kubernetes: https://youtu.be/KnjnQj-FvfQ
Kubernetes: https://youtu.be/KnjnQj-FvfQKubernetes: https://youtu.be/KnjnQj-FvfQ
Kubernetes: https://youtu.be/KnjnQj-FvfQ
 
Scientific Computing @ Fred Hutch
Scientific Computing @ Fred HutchScientific Computing @ Fred Hutch
Scientific Computing @ Fred Hutch
 
Scheduling a fuller house - Talk at QCon NY 2016
Scheduling a fuller house - Talk at QCon NY 2016Scheduling a fuller house - Talk at QCon NY 2016
Scheduling a fuller house - Talk at QCon NY 2016
 
Integrating Google Cloud Dataproc with Alluxio for faster performance in the ...
Integrating Google Cloud Dataproc with Alluxio for faster performance in the ...Integrating Google Cloud Dataproc with Alluxio for faster performance in the ...
Integrating Google Cloud Dataproc with Alluxio for faster performance in the ...
 
Cloud-Native: A New Ecosystem for Putting Containers into Production
Cloud-Native:  A New Ecosystem for Putting Containers into ProductionCloud-Native:  A New Ecosystem for Putting Containers into Production
Cloud-Native: A New Ecosystem for Putting Containers into Production
 
Top 10 present and future innovations in the NoSQL Cassandra ecosystem (2022)
Top 10 present and future innovations in the NoSQL Cassandra ecosystem (2022)Top 10 present and future innovations in the NoSQL Cassandra ecosystem (2022)
Top 10 present and future innovations in the NoSQL Cassandra ecosystem (2022)
 
Scale with a smile with Google Cloud Platform At DevConTLV (June 2014)
Scale with a smile with Google Cloud Platform At DevConTLV (June 2014)Scale with a smile with Google Cloud Platform At DevConTLV (June 2014)
Scale with a smile with Google Cloud Platform At DevConTLV (June 2014)
 
Better code, faster with kubernetes in google cloud
Better code, faster with kubernetes in google cloudBetter code, faster with kubernetes in google cloud
Better code, faster with kubernetes in google cloud
 
Free GitOps Workshop (with Intro to Kubernetes & GitOps)
Free GitOps Workshop (with Intro to Kubernetes & GitOps)Free GitOps Workshop (with Intro to Kubernetes & GitOps)
Free GitOps Workshop (with Intro to Kubernetes & GitOps)
 

Mehr von OW2

OW2 and RIOS teaming up to boost the open source impact, Nov. 2022 in Roma
OW2 and RIOS teaming up to boost the open source impact, Nov. 2022 in RomaOW2 and RIOS teaming up to boost the open source impact, Nov. 2022 in Roma
OW2 and RIOS teaming up to boost the open source impact, Nov. 2022 in RomaOW2
 
The Open Source Good Governance Initiative presented at RIOS OS Week, Nov. 20...
The Open Source Good Governance Initiative presented at RIOS OS Week, Nov. 20...The Open Source Good Governance Initiative presented at RIOS OS Week, Nov. 20...
The Open Source Good Governance Initiative presented at RIOS OS Week, Nov. 20...OW2
 
GLPi v.10, les fonctionnalités principales et l'offre cloud
GLPi v.10, les fonctionnalités principales et l'offre cloudGLPi v.10, les fonctionnalités principales et l'offre cloud
GLPi v.10, les fonctionnalités principales et l'offre cloudOW2
 
Centreon: superviser le Cloud et le Legacy à partir d'une même plateforme, po...
Centreon: superviser le Cloud et le Legacy à partir d'une même plateforme, po...Centreon: superviser le Cloud et le Legacy à partir d'une même plateforme, po...
Centreon: superviser le Cloud et le Legacy à partir d'une même plateforme, po...OW2
 
FusionIAM : la gestion des identités et des accés open source
FusionIAM : la gestion des identités et des accés open sourceFusionIAM : la gestion des identités et des accés open source
FusionIAM : la gestion des identités et des accés open sourceOW2
 
OW2 Association Européenne aux racines grenobloises, transformer l'industrie ...
OW2 Association Européenne aux racines grenobloises, transformer l'industrie ...OW2 Association Européenne aux racines grenobloises, transformer l'industrie ...
OW2 Association Européenne aux racines grenobloises, transformer l'industrie ...OW2
 
SFScon'20 Bringing the User into the Equation
SFScon'20 Bringing the User into the EquationSFScon'20 Bringing the User into the Equation
SFScon'20 Bringing the User into the EquationOW2
 
Towards a sustainable solution to open source sustainability, OW2online20, Ju...
Towards a sustainable solution to open source sustainability, OW2online20, Ju...Towards a sustainable solution to open source sustainability, OW2online20, Ju...
Towards a sustainable solution to open source sustainability, OW2online20, Ju...OW2
 
Advanced proactive and polymorphing cloud application adaptation with MORPHEM...
Advanced proactive and polymorphing cloud application adaptation with MORPHEM...Advanced proactive and polymorphing cloud application adaptation with MORPHEM...
Advanced proactive and polymorphing cloud application adaptation with MORPHEM...OW2
 
Open Source governance and the Eclipse Foundation, OW2online, June 2020
Open Source governance and the Eclipse Foundation, OW2online, June 2020Open Source governance and the Eclipse Foundation, OW2online, June 2020
Open Source governance and the Eclipse Foundation, OW2online, June 2020OW2
 
Open source contribution policies, OW2online, June 2020
Open source contribution policies, OW2online, June 2020Open source contribution policies, OW2online, June 2020
Open source contribution policies, OW2online, June 2020OW2
 
Software development at scale, pandemic lockdown and oss ecosystems, OW2onlin...
Software development at scale, pandemic lockdown and oss ecosystems, OW2onlin...Software development at scale, pandemic lockdown and oss ecosystems, OW2onlin...
Software development at scale, pandemic lockdown and oss ecosystems, OW2onlin...OW2
 
Overview of the OpenChain Reference Tooling Work Group, OW2online20, June 2020
Overview of the OpenChain Reference Tooling Work Group, OW2online20, June 2020Overview of the OpenChain Reference Tooling Work Group, OW2online20, June 2020
Overview of the OpenChain Reference Tooling Work Group, OW2online20, June 2020OW2
 
Open Source Compliance at Orange, OW2online, June 2020
Open Source Compliance at Orange, OW2online, June 2020Open Source Compliance at Orange, OW2online, June 2020
Open Source Compliance at Orange, OW2online, June 2020OW2
 
Ideas, methods and tools for OSS Compliance assessment, OW2online, June 2020
Ideas, methods and tools for OSS Compliance assessment, OW2online, June 2020Ideas, methods and tools for OSS Compliance assessment, OW2online, June 2020
Ideas, methods and tools for OSS Compliance assessment, OW2online, June 2020OW2
 
Intelligent package management with FASTEN, OW2online, June 2020
Intelligent package management with FASTEN, OW2online, June 2020Intelligent package management with FASTEN, OW2online, June 2020
Intelligent package management with FASTEN, OW2online, June 2020OW2
 
DECODER, a Smarter Environment for DevOps Teams , OW2online, June 2020
DECODER, a Smarter Environment for DevOps Teams , OW2online, June 2020DECODER, a Smarter Environment for DevOps Teams , OW2online, June 2020
DECODER, a Smarter Environment for DevOps Teams , OW2online, June 2020OW2
 
Enabling DevOps for IoT software development, powered by Open Source, OW2onli...
Enabling DevOps for IoT software development, powered by Open Source, OW2onli...Enabling DevOps for IoT software development, powered by Open Source, OW2onli...
Enabling DevOps for IoT software development, powered by Open Source, OW2onli...OW2
 
Upcoming Challenges in Artificial Intelligence Research and Development, OW2o...
Upcoming Challenges in Artificial Intelligence Research and Development, OW2o...Upcoming Challenges in Artificial Intelligence Research and Development, OW2o...
Upcoming Challenges in Artificial Intelligence Research and Development, OW2o...OW2
 
Cacti and Big Data at Orange France, OW2online, June 2020
Cacti and Big Data at Orange France, OW2online, June 2020Cacti and Big Data at Orange France, OW2online, June 2020
Cacti and Big Data at Orange France, OW2online, June 2020OW2
 

Mehr von OW2 (20)

OW2 and RIOS teaming up to boost the open source impact, Nov. 2022 in Roma
OW2 and RIOS teaming up to boost the open source impact, Nov. 2022 in RomaOW2 and RIOS teaming up to boost the open source impact, Nov. 2022 in Roma
OW2 and RIOS teaming up to boost the open source impact, Nov. 2022 in Roma
 
The Open Source Good Governance Initiative presented at RIOS OS Week, Nov. 20...
The Open Source Good Governance Initiative presented at RIOS OS Week, Nov. 20...The Open Source Good Governance Initiative presented at RIOS OS Week, Nov. 20...
The Open Source Good Governance Initiative presented at RIOS OS Week, Nov. 20...
 
GLPi v.10, les fonctionnalités principales et l'offre cloud
GLPi v.10, les fonctionnalités principales et l'offre cloudGLPi v.10, les fonctionnalités principales et l'offre cloud
GLPi v.10, les fonctionnalités principales et l'offre cloud
 
Centreon: superviser le Cloud et le Legacy à partir d'une même plateforme, po...
Centreon: superviser le Cloud et le Legacy à partir d'une même plateforme, po...Centreon: superviser le Cloud et le Legacy à partir d'une même plateforme, po...
Centreon: superviser le Cloud et le Legacy à partir d'une même plateforme, po...
 
FusionIAM : la gestion des identités et des accés open source
FusionIAM : la gestion des identités et des accés open sourceFusionIAM : la gestion des identités et des accés open source
FusionIAM : la gestion des identités et des accés open source
 
OW2 Association Européenne aux racines grenobloises, transformer l'industrie ...
OW2 Association Européenne aux racines grenobloises, transformer l'industrie ...OW2 Association Européenne aux racines grenobloises, transformer l'industrie ...
OW2 Association Européenne aux racines grenobloises, transformer l'industrie ...
 
SFScon'20 Bringing the User into the Equation
SFScon'20 Bringing the User into the EquationSFScon'20 Bringing the User into the Equation
SFScon'20 Bringing the User into the Equation
 
Towards a sustainable solution to open source sustainability, OW2online20, Ju...
Towards a sustainable solution to open source sustainability, OW2online20, Ju...Towards a sustainable solution to open source sustainability, OW2online20, Ju...
Towards a sustainable solution to open source sustainability, OW2online20, Ju...
 
Advanced proactive and polymorphing cloud application adaptation with MORPHEM...
Advanced proactive and polymorphing cloud application adaptation with MORPHEM...Advanced proactive and polymorphing cloud application adaptation with MORPHEM...
Advanced proactive and polymorphing cloud application adaptation with MORPHEM...
 
Open Source governance and the Eclipse Foundation, OW2online, June 2020
Open Source governance and the Eclipse Foundation, OW2online, June 2020Open Source governance and the Eclipse Foundation, OW2online, June 2020
Open Source governance and the Eclipse Foundation, OW2online, June 2020
 
Open source contribution policies, OW2online, June 2020
Open source contribution policies, OW2online, June 2020Open source contribution policies, OW2online, June 2020
Open source contribution policies, OW2online, June 2020
 
Software development at scale, pandemic lockdown and oss ecosystems, OW2onlin...
Software development at scale, pandemic lockdown and oss ecosystems, OW2onlin...Software development at scale, pandemic lockdown and oss ecosystems, OW2onlin...
Software development at scale, pandemic lockdown and oss ecosystems, OW2onlin...
 
Overview of the OpenChain Reference Tooling Work Group, OW2online20, June 2020
Overview of the OpenChain Reference Tooling Work Group, OW2online20, June 2020Overview of the OpenChain Reference Tooling Work Group, OW2online20, June 2020
Overview of the OpenChain Reference Tooling Work Group, OW2online20, June 2020
 
Open Source Compliance at Orange, OW2online, June 2020
Open Source Compliance at Orange, OW2online, June 2020Open Source Compliance at Orange, OW2online, June 2020
Open Source Compliance at Orange, OW2online, June 2020
 
Ideas, methods and tools for OSS Compliance assessment, OW2online, June 2020
Ideas, methods and tools for OSS Compliance assessment, OW2online, June 2020Ideas, methods and tools for OSS Compliance assessment, OW2online, June 2020
Ideas, methods and tools for OSS Compliance assessment, OW2online, June 2020
 
Intelligent package management with FASTEN, OW2online, June 2020
Intelligent package management with FASTEN, OW2online, June 2020Intelligent package management with FASTEN, OW2online, June 2020
Intelligent package management with FASTEN, OW2online, June 2020
 
DECODER, a Smarter Environment for DevOps Teams , OW2online, June 2020
DECODER, a Smarter Environment for DevOps Teams , OW2online, June 2020DECODER, a Smarter Environment for DevOps Teams , OW2online, June 2020
DECODER, a Smarter Environment for DevOps Teams , OW2online, June 2020
 
Enabling DevOps for IoT software development, powered by Open Source, OW2onli...
Enabling DevOps for IoT software development, powered by Open Source, OW2onli...Enabling DevOps for IoT software development, powered by Open Source, OW2onli...
Enabling DevOps for IoT software development, powered by Open Source, OW2onli...
 
Upcoming Challenges in Artificial Intelligence Research and Development, OW2o...
Upcoming Challenges in Artificial Intelligence Research and Development, OW2o...Upcoming Challenges in Artificial Intelligence Research and Development, OW2o...
Upcoming Challenges in Artificial Intelligence Research and Development, OW2o...
 
Cacti and Big Data at Orange France, OW2online, June 2020
Cacti and Big Data at Orange France, OW2online, June 2020Cacti and Big Data at Orange France, OW2online, June 2020
Cacti and Big Data at Orange France, OW2online, June 2020
 

Kürzlich hochgeladen

presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century educationjfdjdjcjdnsjd
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoffsammart93
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodJuan lago vázquez
 
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfOrbitshub
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native ApplicationsWSO2
 
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 FMESafe Software
 
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...Zilliz
 
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 WorkerThousandEyes
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusZilliz
 
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 FMESafe Software
 
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 connectorsNanddeep Nachan
 
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...apidays
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...apidays
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdfSandro Moreira
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Victor Rentea
 
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)Zilliz
 
Six Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal OntologySix Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal Ontologyjohnbeverley2021
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxRustici Software
 
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...apidays
 

Kürzlich hochgeladen (20)

Understanding the FAA Part 107 License ..
Understanding the FAA Part 107 License ..Understanding the FAA Part 107 License ..
Understanding the FAA Part 107 License ..
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
 
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
 
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
 
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
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with Milvus
 
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
 
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
 
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
 
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)
 
Six Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal OntologySix Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal Ontology
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptx
 
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...
 

OW2con'16 Keynote address: Kubernetes, the rising tide of systems administration.

  • 1. Kubernetes The rising tide of system administration
  • 5.
  • 7. The Anatomy of a Large-Scale Hypertextual Web Search Engine 1996, Sergey Brin and Lawrence Page Computer Science Department, Stanford University, Stanford, CA 94305
  • 10. Google is living a few years in the future, and sending the rest of us messages Doug Cutting, Hadoop creator November 2013 “
  • 11. More on that later
  • 12.
  • 14. Building what’s next 14 "Borg" Google Cloud Platform 14
  • 15.
  • 16. Google Cloud Platform 16 A datacenter is not a collection of computers, a datacenter is a computer.
  • 17. Google Cloud Platform 17 What applications run on this computer?
  • 18. Google Cloud Platform 18 Application containers Lightweight Linux environment Hermetically sealed, deployable application Introspectable, runnable artifact
  • 19. Google Cloud Platform 19 Resource isolation Predictability Quality of Service Batch vs. interactive Containers at Google Resource accounting Efficient overcommit
  • 20. Google Cloud Platform 20 Server administration Flying the plane
  • 21. Google Cloud Platform 21 Clusters/DevOps Programming the autopilot
  • 22. Google Cloud Platform 22 Efficiency Optimized packing, better scaling Performance Active environment tuning Continuous integration Easy and reliable Robustness Active monitoring, self healing
  • 23. Google Cloud Platform 23 Containers at Google We launch over 2 Billion containers per week. Google Cloud Platform 23
  • 24.
  • 25. Google Cloud Platform 25 web browsers BorgMaster link shard UI shardBorgMaster link shard UI shardBorgMaster link shard UI shardBorgMaster link shard UI shard Cell Scheduler borgcfg web browsers scheduler Borglet Borglet Borglet Borglet BorgMaster link shard read/UI shard Config file persistent store (Paxos) Binary
  • 29.
  • 30.
  • 31. Building what’s next 31 Distributed systems are hard
  • 32. Distributed systems toolkit Making reliable, scalable, agile distributed systems a CS101 exercise.
  • 33. Google Cloud Platform 33 Greek for “Helmsman”: the root of the word “governor” and “cybernetic” ● Container orchestrator ● Builds on Docker containers ○ also supporting other container technologies ● Multiple cloud and bare-metal environments ● Supports existing OSS apps ○ cannot require apps becoming cloud-native ● Inspired and informed by Google’s experiences and internal systems ● 100% Open source, written in Go Let users manage applications, not machines κυβερνήτης
  • 34. Google Cloud Platform 34 web browsers BorgMaster link shard UI shardBorgMaster link shard UI shardBorgMaster link shard UI shardBorgMaster link shard UI shard Cluster Scheduler kubectl web browsers scheduler kubelet kubelet kubelet kubelet k8s Master controller manager API server Config file persistent store (etcd) Binary
  • 35. Google Cloud Platform 35 ● Scheduling: Decide where my containers should run ● Lifecycle and health: Keep my containers running despite failures ● Scaling: Make sets of containers bigger or smaller ● Naming and discovery: Find where my containers are now ● Load balancing: Distribute traffic across a set of containers ● Storage volumes: Provide data to containers ● Logging and monitoring: Track what’s happening with my containers ● Debugging and introspection: Enter or attach to containers ● Identity and authorization: Control who can do things to my containers Kubernetes abstracts away:
  • 36. Google Cloud Platform 36 ● Kubernetes is one of the three legs of Cloud Native ○ Takes in container packaged apps ○ Emits microservices architectures ● Announced June 2014, in GA since June 2015 ● 1.4 is due out in 1 week! ● Under half the code is now written by Google ● Stewarded by the Cloud Native Compute Foundation™ ○ A Linux Foundation Collaborative Project™ Kubernetes history
  • 37. Google Cloud Platform 37 Kubernetes is stable ● Concrete ideas from 10 years of production experience ○ and mistakes! ● v1 API; breaking changes held until v2 ● Alpha, Beta and GA tracks for new features ● Thorough end-to-end testing ● New work taking place outside of core ○ Volume & network plugins ○ Custom controllers ○ ThirdPartyResources
  • 38. Google Cloud Platform 38 Kubernetes has a solid core ● Core primitives: ○ pods, services, volumes, labels, controllers, etc ● Continual improvement using these basic concepts ○ Ingress: connect a load balancer to a Service ○ ReplicaSet: fungible replicas ○ DaemonSet: put a pod on every node ○ Job: batch workloads ○ ScheduledJob: run a Job at a certain time (cron)
  • 39. Google Cloud Platform 39 Kubernetes has a healthy ecosystem Some examples: ● Cloud providers: Azure, VMware, Openstack, Rackspace, CenturyLink ● Distros: CoreOS Tectonic, Mirantis Murano (OpenStack), RedHat Atomic, Hyper.sh, VMTurbo ● PaaS: RedHat OpenShift, Deis, Rancher, WSO2, Gondor/Kel, Apcera ● CD: Fabric8, Shippable, CloudBees, Solano ● Deployment: Kumoru, Redspread, Spinnaker ● Package managers: Helm, KPM ● Monitoring: Prometheus, Sysdig, Datadog ● Networking: Weaveworks, Tigera, OpenContrail ● Storage: NetApp, ClusterHQ ● Appliances: Redapt, Diamante
  • 40. Google Cloud Platform 40 Kubernetes has great momentum
  • 41.
  • 42. laptop$ kubeadm --help kubeadm: bootstrap a secure Kubernetes cluster easily. /========================================================== | KUBEADM IS ALPHA, DO NOT USE IT FOR PRODUCTION CLUSTERS! | | | | But, please try it out! Give us feedback at: | | https://github.com/kubernetes/kubernetes/issues | | and at-mention @kubernetes/sig-cluster-lifecycle | ==========================================================/ Example usage: Create a two-machine cluster with one master (which controls the cluster), and one node (where workloads, like pods and containers run). On the first machine ==================== master# kubeadm init master Your token is: <token> On the second machine ===================== node# kubeadm join node --token=<token> <ip-of-master>
  • 43.
  • 44. Google Cloud Platform 44Google Cloud Platform 44 More efficient and happier operations teams More reliable infrastructure and applications More efficient usage of resources Lower business risk
  • 45. Kubernetes The rising tide of system administration Google Cloud Platform 45
  • 46. Google Cloud Platform 46 Thank you @craigbox