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What WSO2 delivers
About WSO2
About the Presenters
๏ Akila Perera
- Software Engineer at WSO2
- Open Source enthusiast
๏ Dinesh Bandara
- Software Engineer at WSO2
- Interested in distributed systems
๏ Isuru Haththotuwa
- Senior Software Engineer at WSO2
- Interested in Electronics and Software technologies
Agenda
• Brief Introduction to Apache Stratos
• DB as a Service - Challenges
• Autoscaling - What is it and Why is it Important?
• Autoscaling in Apache Stratos
• Configuring Autoscaling with Policies
• Demonstration of MongoDB Running on
Apache Stratos with Autoscaling
• Q&A Session
Brief Introduction to Apache Stratos
๏ Apache Stratos is a highly-extensible Platform-as-a-
Service (PaaS) framework.
๏ It helps to run your applications (Apache Tomcat,
PHP, MySQL, etc.) on all major cloud infrastructures
(EC2, OpenStack, vCloud. etc.)
Brief Introduction to Apache Stratos
(cont'd)
๏ Stratos was initially developed by WSO2, and was
donated to Apache Software Foundation last year
๏ After successfully completing the incubating process
Stratos graduated as a Top Level Project
Main Features
๏ Open extensible architecture
๏ Multi-factored auto scaling
๏ Scalable and dynamic load balancing
๏ Multi-tenancy
๏ Multi cloud and cloud bursting
๏ Logging, Metering and Monitoring
DB as a Service - Challenges
๏ Applications depend on DBs to store their states; very
critical for real world applications
๏ If multiple nodes are used, replication should happen
between nodes - harder if nodes are spun dynamically
๏ Data Persistence, in case of a node failure
Autoscaling
๏ On demand resource allocation in PaaS world
๏ System itself detects peaks in resource usage, spins
up new instances to cater to the high demand
What is it?
Autoscaling (cont'd)
๏ Efficient in terms of cost, always use the optimum
amount of resources
๏ Improves the HA characteristics, throughput,
response time
๏ Major advantage of cloud computing - can spin
up/terminate instances with an API call, no manual
intervention required
Why is it Important?
‘Scale Up Early, Scale Down
Slowly’
๏ A golden rule related to autoscaling
๏ Scale up early - scale up when there are signs of a demand peak
๏ Scale down slowly - make sure that the demand/load is
genuinely going down before scaling down
๏ Autoscaling algorithm should be able to take the
relevant decision from the available data
Autoscaling in Apache Stratos
๏ Scaling up/down based on multiple factors
๏ Currently supports autoscaling based on amount of
Requests in Flight or Load Average and Memory
Consumption
Autoscaling in Apache Stratos
(cont'd)
๏ Policy based - ability to configure/fine tune according to
the deployed environment
๏ Extensible architecture supports pluggability of
autoscaling implementations based on custom
parameters
Configuring Autoscaling with
Policies
๏ Configuration of autoscaling parameters (RIF/Load
Average/Memory) according to your environment
๏ Deployed via a REST endpoint in Stratos Manager
Sample Autoscaling Policy:
{ "id": "simpleAutoscalePolicy",
"loadThresholds": {
"requestsInFlight": {
"average": "100"
},
"memoryConsumption": {
"average": "600"
},
"loadAverage": {
"average": "300"
}
}
}
MongoDB on Apache Stratos
๏ MongoDB is a NoSQL document database system that
scales well horizontally
๏ MongoDB handles replication through an
implementation called "replication sets"
MongoDB on Apache Stratos
(cont'd)
๏ By adding replicas your databases will be protected in
some degree from unavailability and hardware failure.
๏ All replication mechanics are handled internally by
Apache Stratos
MongoDB on Apache Stratos
MongoDB in Stratos consists of two cartridge types
๏ MongoDB load balancer (mongolb)
๏ Config Server process
๏ Mongos process
๏ End point for applications
MongoDB on Apache Stratos
(cont'd)
๏ MongoDB replica set (mongod)
๏ Mongod process
๏ Performs actual data storage operations
Demo
QUESTIONS?
Business Model

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Mongo DB on Apache Stratos

  • 1.
  • 4. About the Presenters ๏ Akila Perera - Software Engineer at WSO2 - Open Source enthusiast ๏ Dinesh Bandara - Software Engineer at WSO2 - Interested in distributed systems ๏ Isuru Haththotuwa - Senior Software Engineer at WSO2 - Interested in Electronics and Software technologies
  • 5. Agenda • Brief Introduction to Apache Stratos • DB as a Service - Challenges • Autoscaling - What is it and Why is it Important? • Autoscaling in Apache Stratos • Configuring Autoscaling with Policies • Demonstration of MongoDB Running on Apache Stratos with Autoscaling • Q&A Session
  • 6. Brief Introduction to Apache Stratos ๏ Apache Stratos is a highly-extensible Platform-as-a- Service (PaaS) framework. ๏ It helps to run your applications (Apache Tomcat, PHP, MySQL, etc.) on all major cloud infrastructures (EC2, OpenStack, vCloud. etc.)
  • 7. Brief Introduction to Apache Stratos (cont'd) ๏ Stratos was initially developed by WSO2, and was donated to Apache Software Foundation last year ๏ After successfully completing the incubating process Stratos graduated as a Top Level Project
  • 8. Main Features ๏ Open extensible architecture ๏ Multi-factored auto scaling ๏ Scalable and dynamic load balancing ๏ Multi-tenancy ๏ Multi cloud and cloud bursting ๏ Logging, Metering and Monitoring
  • 9. DB as a Service - Challenges ๏ Applications depend on DBs to store their states; very critical for real world applications ๏ If multiple nodes are used, replication should happen between nodes - harder if nodes are spun dynamically ๏ Data Persistence, in case of a node failure
  • 10. Autoscaling ๏ On demand resource allocation in PaaS world ๏ System itself detects peaks in resource usage, spins up new instances to cater to the high demand What is it?
  • 11. Autoscaling (cont'd) ๏ Efficient in terms of cost, always use the optimum amount of resources ๏ Improves the HA characteristics, throughput, response time ๏ Major advantage of cloud computing - can spin up/terminate instances with an API call, no manual intervention required Why is it Important?
  • 12. ‘Scale Up Early, Scale Down Slowly’ ๏ A golden rule related to autoscaling ๏ Scale up early - scale up when there are signs of a demand peak ๏ Scale down slowly - make sure that the demand/load is genuinely going down before scaling down ๏ Autoscaling algorithm should be able to take the relevant decision from the available data
  • 13. Autoscaling in Apache Stratos ๏ Scaling up/down based on multiple factors ๏ Currently supports autoscaling based on amount of Requests in Flight or Load Average and Memory Consumption
  • 14. Autoscaling in Apache Stratos (cont'd) ๏ Policy based - ability to configure/fine tune according to the deployed environment ๏ Extensible architecture supports pluggability of autoscaling implementations based on custom parameters
  • 15. Configuring Autoscaling with Policies ๏ Configuration of autoscaling parameters (RIF/Load Average/Memory) according to your environment ๏ Deployed via a REST endpoint in Stratos Manager
  • 16. Sample Autoscaling Policy: { "id": "simpleAutoscalePolicy", "loadThresholds": { "requestsInFlight": { "average": "100" }, "memoryConsumption": { "average": "600" }, "loadAverage": { "average": "300" } } }
  • 17. MongoDB on Apache Stratos ๏ MongoDB is a NoSQL document database system that scales well horizontally ๏ MongoDB handles replication through an implementation called "replication sets"
  • 18. MongoDB on Apache Stratos (cont'd) ๏ By adding replicas your databases will be protected in some degree from unavailability and hardware failure. ๏ All replication mechanics are handled internally by Apache Stratos
  • 19. MongoDB on Apache Stratos MongoDB in Stratos consists of two cartridge types ๏ MongoDB load balancer (mongolb) ๏ Config Server process ๏ Mongos process ๏ End point for applications
  • 20. MongoDB on Apache Stratos (cont'd) ๏ MongoDB replica set (mongod) ๏ Mongod process ๏ Performs actual data storage operations
  • 21. Demo
  • 23.