architecting hybrid cloud solutions with watson · pdf fileamazon aws • platform as a ......
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ARCHITECTING HYBRID CLOUD SOLUTIONS WITH THE WATSONDEVELOPER CLOUD
Will ChaparroIBM@wmchaparro
A Lesson in Innovation
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You are here
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Proxy
User’s Browser
WDC App
Legend
WDC ServiceApplication
Builder
Watson Developer Cloud TierClient Tier (Client Machine)
Watson Explorer Application Tier(WebSphere)
RESTAjax
REST
Tier
Other, non IBM component
Integration Sample Component
IBM Watson Component
HTTPS
On PremisePublic Cloud
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REVIEWSome definitions…
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Definition: Cloud ComputingEssentials:• On demand self service• Broad network Access• Resource Pooling• Rapid Elasticity• Measured Service
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Cloud Deployment Models
•Private Cloud•Community Cloud•Public Cloud•Hybrid Cloud
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Cloud Service Models• Software as a Service
(SaaS)• Google Apps for Business
• Microsoft Office 365
• Infrastructure as a Service (IaaS)• Amazon AWS
• Platform as a Service (PaaS)• Google App Engine
• Heroku
• Windows Azure Cloud Services
• Amazon AWS
• IBM Bluemix
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Anyone remember timeshares?
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Definition: Hybrid Cloud
• Hybrid Cloud means that the design spans more than one cloud.• Openstack.org
• The connection of one or more clouds to on-premise systems and/or the connection of one or more clouds to other clouds• IBM
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WHY Hybrid Cloud?
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Compliance
Public Cloud Private Cloud
Not sensitive
Sensitive
Hybrid Cloud
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Bursting
Public Cloud
Private CloudHybrid Cloud
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Transition to Public Cloud
Existing App Public CloudHybrid Cloud
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Why Hybrid Cloud?
• Disaster Recovery• Scaling• Cost Optimization• Geographic Optimization• Cover Legacy System Gaps
and…
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INNOVATION
Paves the way to a cloud solution
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INNOVATIONWatson Developer Cloud
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Watson
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We needed to innovate…
•Quickly•With minimal investment•Without a PhD in machine learning•With a reliable technology…
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We used a Hybrid Cloud solution
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What is the Watson Developer Cloud?• A collection of REST APIs and SDKs hosted on IBM
Bluemix that use cognitive computing to solve complex problems.
• Let the developers build the next generation of cognitive enhanced applications.
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What is IBM Bluemix?• IBM Bluemix is the IBM open cloud platform that provides
mobile and web developers access to IBM software for integration, security, transaction, and other key functions, as well as software from business partners.
• PaaS• Similar offerings
• Microsoft Azure Cloud Services• Amazon AWS• Heroku
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Watson Developer Cloud Services
• Personality Insights• Question and Answer• Machine Translation• Message Resonance• Relationship Extraction• Concept Expansion
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Our approach• Play to your Strengths• Focus on the User• Experiment and Learn• Collaborate• Keep grounded in sound practices
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EXAMPLEOn Prem + Public Cloud
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Personality InsightsDescription: REST API uses linguistic analytics to infer cognitive and social characteristics based on text information created by individuals or groups.
Search Application Uses: Psychographic segmentation, Customer portraits combined with a 360 degree view of a customer
Quality Attributes: Security, Scalability, Performance, Privacy, Cost
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Integration Architecture
Proxy
User’s Browser
WDC App
Legend
WDC ServiceApplication
Builder
Watson Developer Cloud TierClient Tier (Client Machine)
Watson Explorer Application Tier(WebSphere)
RESTAjax
REST
Tier
Other, non IBM component
Integration Sample Component
IBM Watson Component
HTTPS
On PremisePublic Cloud
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What did we learn?
•Patterns•Quality Attributes •Benefits•Challenges
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Definition: Architectural Pattern• An architectural pattern is a general, reusable solution to
a commonly occurring problem in software architecture within a given context.
• An architectural style (that) determines the vocabulary of components and connectors that can be used in instances of that style, together with a set of constraints on how they can be combined.
http://en.wikipedia.org/wiki/Architectural_pattern
[David Garlan and Mary Shaw, January 1994, CMU-CS-94-166, see "An Introduction to Software Architecture" at http://www.cs.cmu.edu/afs/cs/project/able/ftp/intro_softarch/intro_softarch.pdf]
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Integration Patterns We Discovered
•Browser (AJAX)•Server-side•Query Time•Crawl Time•Pre- or post- processing
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Example Pattern: Crawl Time
WDC App
Legend
WDC Service
Engine
Watson Developer Cloud Tier
Watson Explorer Application Tier
REST
Tier
Other, non IBM component
Integration Sample Component
IBM Watson Component
HTTPS
Data Source
Data Tier
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Pattern: Crawl Time• Pipe and Filter• Integration in a Filter
Legend
Pump / Sink
Pipe
Integration Filter
Filter
CrawledHTML
NormalizedXML
Pipe Pipe PipePump Filter n WDCConverter
Sink
WDCService
CloudBoundary
On-Prem Engine
Public Cloud
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Definition: Quality Attribute• Benchmarks that describe a system’s intended behavior within the environment in which it was built.
• Requirement that specifies criteria that can be used to judge the operation of a system, rather than specific behaviors.
http://en.wikipedia.org/wiki/List_of_system_quality_attributes
http://www.softwarearchitectures.com/go/Discipline/DesigningArchitecture/QualityAttributes/tabid/64/Default.aspx
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Key Quality Attributes
•Data Protection and Security•Scalability and Elasticity•Maintainability• Interoperability•Performance•Availability and Reliability
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Personality Insights: Quality Attributes
• Concerns:• Computationally expensive (Cost, Scalability, Performance)
• Twitter API calls are limited (Cost, Scalability, Reliability)
• Security, Privacy
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Crawl Time Quality Attributes
• Concerns:• Significant increase in crawl time (Performance)
• API Calls are limited (Cost, Scalability)
• API Call failure (Reliability)
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Benefits
• Disaster Recovery• Scaling• Cost Optimization• Geographic Optimization• Cover Legacy System Gaps• Innovation
BurstingCompliance Transition
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CHALLENGES
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It’s Difficult
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Challenges
•New technologies, new set of problems
•Paradigm Shift•Reliance on something you have no control over
• It’s the Wild West
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WRAP - UP
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You will introducearchitecture complexity
when moving to hybrid cloud
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Hybrid cloud allows you to handle increased
workloads but keep the safety net of being behind the firewall
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Hybrid cloud offers organizations
a phased approach for transition to the cloud
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What? Sample code? Yes!https://github.com/Watson-Explorer
https://github.com/watson-developer-cloud
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More Cloud Patterns…
• http://www.cloudcomputingpatterns.org/
• http://azure.microsoft.com/en-us/documentation/infographics/cloud-design-patterns/
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References• "An Introduction to Software Architecture" by David Garlan and Mary Shaw,
January 1994, CMU-CS-94-166 http://www.cs.cmu.edu/afs/cs/project/able/ftp/intro_softarch/intro_softarch.pdf]
• “Quality Attributes and Service-Oriented Architectures” by Bass, et al., September 2005, CMU/SEI-2005-TN-014 http://www.sei.cmu.edu/reports/05tn014.pdf
• “State of the Art in Microservices” by Adrian Cockcroft, December 2014, http://www.slideshare.net/adriancockcroft/dockercon-state-of-the-art-in-microservices
• Netflix: http://netflix.github.io/
• Openstack: http://docs.openstack.org
• IBM Bluemix: http://bluemix.ibm.com
• http://www.cloudcomputingpatterns.org
• Microsoft Azure - Cloud Design Patterns https://msdn.microsoft.com/en-us/library/dn568099.aspx
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Thank you!
Will Chaparro@wmchaparro