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Cloud Native Storage &
Data Agility for DevOps
@uma_mukkara
12 October 2018
● MayaData delivers Data
Agility
● Sponsor of OpenEBS and
Litmus projects
● Large Bangalore based OSS
contributor
● https://mayaonline.io is SaaS
software used to manage
stateful workloads on
Kubernetes
Uma Mukkara
Co-founder & COO
● Popular open source
storage project for stateful
applications on Kubernetes
● Team of 50+ hackers with
storage and DevOps
experience
● Leading project in CAS category
● 250+ contributors
● 5K+ github stars
● 1M+ docker pulls
slack.openebs.io
DevOps Micro-
services
Agility
Cloud Native
technologies
and practices
Docker Kubernetes
Istio OpenEBS
HelmPrometheus
Adopt
Enable
Achieve
Cloud
Native
Tech
Agility
Application
Agility
Data
Agility
Container Attached Storage
Enables
Cloud native technologies empower organizations to build and run
scalable applications in modern, dynamic environments such as
public, private, and hybrid clouds. Containers, service meshes,
microservices, immutable infrastructure, and declarative APIs
exemplify this approach.
These techniques enable loosely coupled systems that are
resilient, manageable, and observable. Combined with robust
automation, they allow engineers to make high-impact changes
frequently and predictably with minimal toil.
Definition from
What is “Cloud Native” ?
Data Agility Challenges
in Cloud Native Space
1. HA within a cluster
• Microservices architecture separates every component. A
legacy application now becomes
• A stateless application and/or
• A stateful application with a database in it
• Stateless applications are mobile across nodes in a cluster
but Stateful applications need persistent data for easy
movement
Synchronous replication of cloud native data
2. HA across clusters
• multi-cloud is now a reality
• Multi Cloud example
• Code is in Github
• Dev uses On-Prem
• CI/CD in Google
• Pre-Prod in Azure
• Production in AWS
Move data across clouds
3. CI Pipelines
• State of the data moves to CI pipelines
• Developer needs access to the exact state of the data
when a pipeline fails
• Pipelines have to snapshot the data
• Pipelines have to clone the data and automate the
access to the developer
Data snapshots in CI pipelines
4. E2E Tests
• For gaining credibility to push the stateful application into
production, building an E2E test suite is a must
• The stateful application that is containerized need to be
tested for all state transitions and changes in the
infrastructure
• E2E matrix for stateful applications is large and complex
App specific data resilience and availability
5. Data Backup and Restore
• The traditional Backup and Restore systems do NOT work
in Cloud Native eco-systems
• Irrespective of the reliable infrastructure designs that
Cloud Native systems provide, DevOps still need to have
Backup and Restore strategy
• Converting the application into microservices architecture
is the one challenge but finding and
integrating/automating the Backup/Restore process is
another
Backup and DR for Cloud Native Data
Choose Cloud Native
technologies to resolve
Data Agility challenges
Cloud Native Tech for Data Agility
* These are applicable when you are using Kubernetes as Orchestration platform
Synchronous replication of cloud native data
Move data across clusters, clouds
Data snapshots in CI pipelines
App specific data resilience and availability
Backup and DR for Cloud Native Data
Data Agility Challenge
Choose any CAS like OpenEBS
Choose any CAS like OpenEBS
OpenEBS & Litmus
Litmus
Heptio ARK with OpenEBS Plugin
Cloud Native Technology
Cloud Native Tech for Data
Agility
What if storage for container native applications was itself
container native?
https://www.cncf.io/blog/2018/04/19/container-attached-storage-a-primer/
Blog
White Paper
https://openebs.io/assets/docs/WP-OpenEBS-0_7.pdf
Container Attached Storage or CAS - OpenEBS
Container Attached Storage or CAS - OpenEBS
Architecture
Container Attached Storage or CAS - OpenEBS
Chaos Engineering Framework - Litmus
Litmus- Chaos Engineering Framework for Stateful applications on Kubernetes
It is a K8S JOB
K8S
deployers
Provider
specific
deployers
Test cases (ansible
playbooks)Framework
contains Standard & customized
Workload containers
Tools to help
execute tests
(Chaos, logging etc)
Litmus - For CI Pipelines / E2E
Chaos Engineering Framework - Litmus
Backup and Restore framework - Heptio ARK+OpenEBS
Heptio ARK
OpenEBS Plugin
+
Cloud Native
incremental
data backup
Backup and Restore framework - Heptio ARK+OpenEBS
DevOps Data Agility
Summary
DevOps
Application
agility
Data
agility
Cloud Native tools and best practices
(sufficient expertise is already in the public domain)
Use CAS for data
storage and data
resiliency
Build
Snapshot/aware
CI pipelines
Build data aware
E2E suites
Choose Cloud
Native Backup
and DR tools
Data Agility Example
DevOps
Developer
DevOps
Architect
Dev Cluster
CI/CD Cluster
Production Cluster
1.Develop
Application YAML
Volume:
Name : Volume 1
Mount : /mnt/volume
PVC : OpenEBS-PVC
Persistent volumes are provisioned
automatically for developer.
Code is merged2. Code
is
merged
3. CI/CD Pipeline Build
Stage
Setup
Stage
Litmus CD
4. Deploy
Data Agility Example
DevOps
Developer
DevOps
Architect
Dev Cluster
CI/CD Cluster
Production Cluster
1.Develop
2. Code
is
merged
3. CI/CD Pipeline Build
Stage
Setup
Stage
Litmus
One test fails
Snapshot
Clone
Access clone and debug
Data Agility Example
DevOps
Developer
DevOps
Architect
Dev Cluster
CI/CD Cluster
Production Cluster
1.Develop
2. Code
is
merged
3. CI/CD Pipeline Build
Stage
Setup
Stage
Litmus CD
4. Deploy
5. Chaos
Engineering
using Litmus
Data Agility Example
DevOps
Developer
DevOps
Architect
Dev Cluster
CI/CD Cluster
Production Cluster
1.Develop
2. Code
is
merged
3. CI/CD Pipeline Build
Stage
Setup
Stage
Litmus CD
4. Deploy
6. Backup
Heptio Ark +
OpenEBS
Data Agility . Delivered
QUESTIONS?
We are Hiring DevOps Engineers
jobs@mayadata.io

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Data Agility for Devops - OSI 2018

  • 1. Cloud Native Storage & Data Agility for DevOps @uma_mukkara 12 October 2018
  • 2. ● MayaData delivers Data Agility ● Sponsor of OpenEBS and Litmus projects ● Large Bangalore based OSS contributor ● https://mayaonline.io is SaaS software used to manage stateful workloads on Kubernetes Uma Mukkara Co-founder & COO
  • 3. ● Popular open source storage project for stateful applications on Kubernetes ● Team of 50+ hackers with storage and DevOps experience ● Leading project in CAS category ● 250+ contributors ● 5K+ github stars ● 1M+ docker pulls slack.openebs.io
  • 4. DevOps Micro- services Agility Cloud Native technologies and practices Docker Kubernetes Istio OpenEBS HelmPrometheus Adopt Enable Achieve
  • 6. Cloud native technologies empower organizations to build and run scalable applications in modern, dynamic environments such as public, private, and hybrid clouds. Containers, service meshes, microservices, immutable infrastructure, and declarative APIs exemplify this approach. These techniques enable loosely coupled systems that are resilient, manageable, and observable. Combined with robust automation, they allow engineers to make high-impact changes frequently and predictably with minimal toil. Definition from What is “Cloud Native” ?
  • 7. Data Agility Challenges in Cloud Native Space
  • 8. 1. HA within a cluster • Microservices architecture separates every component. A legacy application now becomes • A stateless application and/or • A stateful application with a database in it • Stateless applications are mobile across nodes in a cluster but Stateful applications need persistent data for easy movement Synchronous replication of cloud native data
  • 9. 2. HA across clusters • multi-cloud is now a reality • Multi Cloud example • Code is in Github • Dev uses On-Prem • CI/CD in Google • Pre-Prod in Azure • Production in AWS Move data across clouds
  • 10. 3. CI Pipelines • State of the data moves to CI pipelines • Developer needs access to the exact state of the data when a pipeline fails • Pipelines have to snapshot the data • Pipelines have to clone the data and automate the access to the developer Data snapshots in CI pipelines
  • 11. 4. E2E Tests • For gaining credibility to push the stateful application into production, building an E2E test suite is a must • The stateful application that is containerized need to be tested for all state transitions and changes in the infrastructure • E2E matrix for stateful applications is large and complex App specific data resilience and availability
  • 12. 5. Data Backup and Restore • The traditional Backup and Restore systems do NOT work in Cloud Native eco-systems • Irrespective of the reliable infrastructure designs that Cloud Native systems provide, DevOps still need to have Backup and Restore strategy • Converting the application into microservices architecture is the one challenge but finding and integrating/automating the Backup/Restore process is another Backup and DR for Cloud Native Data
  • 13. Choose Cloud Native technologies to resolve Data Agility challenges
  • 14. Cloud Native Tech for Data Agility * These are applicable when you are using Kubernetes as Orchestration platform Synchronous replication of cloud native data Move data across clusters, clouds Data snapshots in CI pipelines App specific data resilience and availability Backup and DR for Cloud Native Data Data Agility Challenge Choose any CAS like OpenEBS Choose any CAS like OpenEBS OpenEBS & Litmus Litmus Heptio ARK with OpenEBS Plugin Cloud Native Technology
  • 15. Cloud Native Tech for Data Agility
  • 16. What if storage for container native applications was itself container native? https://www.cncf.io/blog/2018/04/19/container-attached-storage-a-primer/ Blog White Paper https://openebs.io/assets/docs/WP-OpenEBS-0_7.pdf Container Attached Storage or CAS - OpenEBS
  • 17. Container Attached Storage or CAS - OpenEBS Architecture
  • 18. Container Attached Storage or CAS - OpenEBS
  • 19. Chaos Engineering Framework - Litmus Litmus- Chaos Engineering Framework for Stateful applications on Kubernetes It is a K8S JOB K8S deployers Provider specific deployers Test cases (ansible playbooks)Framework contains Standard & customized Workload containers Tools to help execute tests (Chaos, logging etc)
  • 20. Litmus - For CI Pipelines / E2E Chaos Engineering Framework - Litmus
  • 21. Backup and Restore framework - Heptio ARK+OpenEBS Heptio ARK OpenEBS Plugin + Cloud Native incremental data backup
  • 22. Backup and Restore framework - Heptio ARK+OpenEBS
  • 24. DevOps Application agility Data agility Cloud Native tools and best practices (sufficient expertise is already in the public domain) Use CAS for data storage and data resiliency Build Snapshot/aware CI pipelines Build data aware E2E suites Choose Cloud Native Backup and DR tools
  • 25. Data Agility Example DevOps Developer DevOps Architect Dev Cluster CI/CD Cluster Production Cluster 1.Develop Application YAML Volume: Name : Volume 1 Mount : /mnt/volume PVC : OpenEBS-PVC Persistent volumes are provisioned automatically for developer. Code is merged2. Code is merged 3. CI/CD Pipeline Build Stage Setup Stage Litmus CD 4. Deploy
  • 26. Data Agility Example DevOps Developer DevOps Architect Dev Cluster CI/CD Cluster Production Cluster 1.Develop 2. Code is merged 3. CI/CD Pipeline Build Stage Setup Stage Litmus One test fails Snapshot Clone Access clone and debug
  • 27. Data Agility Example DevOps Developer DevOps Architect Dev Cluster CI/CD Cluster Production Cluster 1.Develop 2. Code is merged 3. CI/CD Pipeline Build Stage Setup Stage Litmus CD 4. Deploy 5. Chaos Engineering using Litmus
  • 28. Data Agility Example DevOps Developer DevOps Architect Dev Cluster CI/CD Cluster Production Cluster 1.Develop 2. Code is merged 3. CI/CD Pipeline Build Stage Setup Stage Litmus CD 4. Deploy 6. Backup Heptio Ark + OpenEBS
  • 29. Data Agility . Delivered
  • 31. We are Hiring DevOps Engineers jobs@mayadata.io