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November 2014
Managing Service Integration for High
Uptime In a Lean Startup
Shobana Radhakrishnan
Vice President of Engineering, Mindflash
InfoQ.com: News & Community Site
• 750,000 unique visitors/month
• Published in 4 languages (English, Chinese, Japanese and Brazilian
Portuguese)
• Post content from our QCon conferences
• News 15-20 / week
• Articles 3-4 / week
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• Interviews 2-3 / week
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Watch the video with slide
synchronization on InfoQ.com!
http://www.infoq.com/presentations
/api-integration-services
Purpose of QCon
- to empower software development by facilitating the spread of
knowledge and innovation
Strategy
- practitioner-driven conference designed for YOU: influencers of
change and innovation in your teams
- speakers and topics driving the evolution and innovation
- connecting and catalyzing the influencers and innovators
Highlights
- attended by more than 12,000 delegates since 2007
- held in 9 cities worldwide
Presented at QCon San Francisco
www.qconsf.com
Agenda
• Services at Scale
• Mindflash Customer API
• Mindflash Integration with External Services
• Approach and Lessons Learned
2
Questions
• How do you manage service deployment for
high uptime and quality?
• How can you guarantee high uptime when
relying on several external services?
• How can you do these in a lean startup?
3
Mindflash At a Glance
4
Mindflash App
Mindflash
Customer API
Services
Course Videos
Player
Developer
ManagerTrainer/P
rospect
Lean Startup**
5
**Eric Weis: http://theleanstartup.com/principles
Lean Startup Principles at Mindflash
• Minimum Viable Product
(MVP)
• Ship Frequently
• Monitor Outcome
• Iterate
6
Typical Constraints
• Budget
• Resources
• High Release
Frequency
7
Monolithic vs. Microservices
Monolithic
• N-tier Application
• Code dependencies
• Shared database
• Larger units of deployment
Microservices
• Independent services
• Easier to manage and
deploy
• Loose Coupling
8
Our Journey
• Started with a monolithic service – FLEX, .NET
• Independent service and middle layers
• Shared database with read rep
• 20+ external services -> microservices
architecture
9
Our Goals
• Uptime and Response Time
• High website performance
• Low error rates
10
Key Metrics for Mindflash
• Course Creation Rate
• Course Completion Rate
• Uptime and Response Time
11
Mindflash API
12
Why
• Bulk Operations with UX flexibility
• Varied needs for same functionality
• Users more self-sufficient
13
API Functionality
• REST Services
• User and User Group
Management
• User Enrollment
• Reporting
14
API Call Flow
15
API
Customer 1
API
Customer 2
API
Customer 3
API
Customer 4
API
Customer 5
Services Layer
API Gateway
API Considerations
• Heterogeneous Needs
• User release cycles vary
• Backwards compatibility
• Objects evolve continuously
16
Mindflash External Service
Integration
17
Trends
• Growth of PaaS Services
• Evolution of Hub and Data
Analysis Solutions
• Public API and Open Source
18
Services we Integrate With
19
Integration
• Building and Maintaining Component
• API Migration and Upgrades
• Security and Bug Patches
20
Approach and Lessons Learned
21
Mindflash Development Philosophy
• Reuse, don’t reinvent
• Action and Iteration
• Upgrade continuously
22
System Design Best Practices
• Loose Coupling
• Chain-of-responsibility pattern
• Single Responsibility Principle
23
Programming Best Practices
• Defensive Programming
• Critical vs. non-critical
operations
• Real-time vs. Asynchronous
• Feature Flags
24
Real-time Vs. Asynchronous
25
MF
Trainers and
Prospects
Trainees
Hydra
Billing
RDS
Analytics
File
Conversion
Feature
Integration
Developers
MF
API
Gateway
Critical vs. Non-Critical
26
MF
Trainers and
Prospects
Trainees
Hydra
Billing
RDS
Analytics
File
Conversion
Feature
Integration
Developers
MF
API
Gateway
Feature Flags – our implementation
• Feature Flags persisted in DB
• Set per account and pricing tier
• Common Uses
– Manage rollout for risky changes
– Adjust feature offering based on pricing tier
– Enable limited testing of a feature
27
Feature Flipping in Node
/* Defining a Feature */
var flipper = require(‘flipper’);
flipper.add (‘newPlayer’);
/* Testing for a Feature */
Var flipper = require(‘flipper’);
If (flipper.newPlayer) {
}
Else {
}
/* Another Way */
Flipper.isEnabled(‘newPlayer’);
28
Enabling and Disabling
/* Enable */
flipper.enable(‘newPlayer’);
/*Disable */
Flipper.disable(‘newPlayer’);
/* Finding out all current features */
flipper.allFeatures();
29
Continuous Deployment
30
Build
Deploy to
QA
Check in
Run Tests
Deploy to
PROD
Rule-based
subset that
needs to be
rebuilt/deplo
yed
Process Best Practices
• Agile, Continuous
Deployment
• Early customer beta
• Automate, automate more
• Monitor, monitor more
31
Results
• Releases without fallout
• Shorter deployment cycles
• Much lower error rates
• Consistently high uptime
32
Lessons Learned
• Chain-of-responsibility pattern
effective
• Design for easy migration
• Comprehensive monitoring
• Failure Detection and Recovery
• Environment Convergence
33
Future Improvements
• Staging Environment
• Blue Green Deployment
• Nightly Performance
Testing
34
References
• http://mindflash.github.io/mf-api-
example/app/index.html#/sandbox
• Developer Blog –
http://www.mindflash.com/developers
35
Thank you!
• https://www.linkedin.com/in/shob
anaradhakrishnan
• @shobanarad
36
Questions?
Watch the video with slide synchronization on
InfoQ.com!
http://www.infoq.com/presentations/api-
integration-services

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Managing Internal and External Services for a High Uptime Goal