Watson on bluemix

Watson on Bluemix

Subtitle

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§  BlueMix Runtime, Services and DevOps Architecture!§  Watson Cloud and Cognitive Services!§  Watson Application Demo !!!!!

Watson on Bluemix Meetup Agenda

Animesh Singh Anthony Stevens Wade Barnes

Speakers :

IBM Bluemix – Runtime, Services and DevOps Architecture by @AnimeshSingh

Register now! bluemix.net

§  IBM Platform as a Services offering

§  IBM and partner cloud services

§  Integrated DevOps with both Browser and Eclipse-based tools

Services

Lifecycle Management (JazzHub)

Applica8on Run8me

Run8mes & Frameworks

Middleware Applica8on Opera8onal Mobile External Data

node java ruby Worklight WebSphere Liberty

Web IDE (Eclipse Orion) Eclipse IDE

Applica8on Composi8on Environment

Create & Manage Services

Test/Run Test/Run

Explore Services

Explore Services

IBM Bluemix ™ Check In Code Check In Code

IBM Bluemix

Meets Developer’s Needs Focus on app development, not provisioning VMs, databases, messaging servers, etc Agile development model Deploy and scale in seconds

Open Cloud Platform There is an increasing appetite for cloud-based mobile, social and analytics applications from line-of-business executives - drives the need for a more open cloud development platform

Compelling Community Cloud Foundry has a compelling community and emerging ecosystem as well as a mature set of capabilities and robustness

Platinum Founding Sponsors 1,165 739k

LINES OF CODE TOTAL CONTRIBUTORS

Powered by Cloud Foundry

Run Your Apps The developer can chose any language runtime or bring their own. Just upload your code and go.

Application Platform

Liberty for Java Ruby Node.js “Bring Your Own

runtime”

Runtimes

Eclipse IDE

CLI

Browser

cf push

hQp


Eclipse IDE

CLI

Browser

cf push

hQp

Cloud Controller (API)

Router


Eclipse IDE

CLI

Browser

cf push

hQp


Router

DEA Pool DEA Pool VM Pool

Apps

Apps

Apps

Apps


Eclipse IDE

CLI

Browser

cf push

hQp


Router

DEA Pool DEA Pool Droplet Execu8on

Agent (DEA) Pool

Health Manager

NATS (Message bus)



APIs and Services A catalog of open source, IBM and third party APIs services allow a developer to stitch together an application in minutes.

Services Platform

Dev Ops

SQL Database JSON

Database Mongo DB PostgreSQL

Mobile "Data

Data Management Services

MQTT CloudCode" Mobile App Mgmt

Mobile Services

Mobile Quality Assurance"

BLU Data Warehouse MySQL

Twilio

Data Cache Session Cache Elastic MQ

Web & App Application

Decision SSO Redis

MapReduce

RabbitMQ Log Analysis

Historian

Internet Of Things

Push

Monitoring and Analytics Git "

Hosting Deployment"Automation Web IDE Agile "

Development

Services Platform

User Experience overview

And now – Watson Services are available on Bluemix

Eight services are available with more on the way

User Modeling Personality profiling to help engage users on their own terms.

Language Identification Iden8fies the language in which text is wriQen

Machine Translation Globalize on the fly. Translate text from one language to another.

Concept Expansion Maps euphemisms or colloquial terms to more commonly understood phrases

Message Resonance Communicate with people with a style and words that suits them

Question Answer Direct responses to users inquiries fueled by primary document sources

Relationship Extraction Intelligently finds rela8onships between sentences components (nouns, verbs, subjects, objects, etc.)

Visualization Rendering Graphical representa8ons of data analysis for easier understanding

Eclipse IDE

CLI

Browser

cf create-‐service

Services Platform

Eclipse IDE

CLI

Browser


S E R V I C E B R O K E R

DEA Pool Service Backend

Service instance

Service instance

cf create-‐service

cf bind-‐service

Provision Instance (PUT /v2/service instances/:id)

Create Binding (PUT /v2/service_instances/:id

DEA Pool DEA Pool

App

App

Service instance

App

Fetch Catalog (GET /v2/catalog

Services Platform



DevOps Development, monitoring, deployment and logging tools allow the developer to run the entire application

DevOps Platform

Browser based Code editor (Eclipse Orion)

JAZZ Build Engine (Jenkins)

Eclipse IDE

Hosted Repository (GIT/SCM)

Push code

App

Push cod

e Code changed

Automated Build

JAZZ Deployment Engine )

App Automated Deploy

DevOps Platform



Cloud Integration Build hybrid environments. Connect to on-premises systems of record plus other public and private clouds. Expose your own APIs to your developers.

Extend SaaS Apps Drop in SaaS App SDKs and extend to new use cases (e.g,. Mobile, Analytics, Web)

DevOps Development, monitoring, deployment and logging tools allow the developer to run the entire application

And many more capabilities …

Watson Cognitive Services By Anthony Stevens

Watson is ushering in a new era of computing

Tabulating Systems Era

Programmable Systems Era

Cognitive Systems Era

1900 1950 2011

© 2014 International Business Machines Corporation

Watson is cognitive computing

Understands natural language

Generates and evaluates hypotheses

Adapts and learns

Cognitive computing systems learn and interact naturally with people to extend what either humans or machine could do on their own.

They help human experts make better decisions by penetrating the complexity of Big Data.


Watson has opened up a world of new possibilities

size

sp

eed

corp

us

flexi

bilit

y #u

sers

size

sp

eed

corp

us

flexi

bilit

y #u

sers

2880 cores Single user system 2-‐3 sentences input 5+ days to retrain

Wikipedia, general corpus

Single Power 750, 240% faster 1000s of users

20 pages of input < Day to ingest and train

Medical corpus

Watson Developer Cloud Millions of users

Open to Bluemix users Few hours

Broad industry corpus

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corp

flexi

bi

#use

rs


We provide you the tools and resources to create cognitive apps


Concept Expansion

Maps euphemisms or colloquial terms to more commonly understood

phrases

Message Resonance

Communicate with people with a style and words that

suit them

Mix and Match services performing unique tasks

Question and Answer

Direct responses to user inquiries fueled by primary

document sources

User Modeling

Improved understanding of people’s preferences to

help engage users on their own terms


Relationship Extraction

Intelligently find relationships between sentence

components (nouns, verbs, subjects, objects, etc)

Visualization Rendering

Graphical representation of data analysis for easier

understanding

Accessed by RESTful API or SDK

Language Identification

Identify Language in which it was written

Machine Translation

Globalize on the fly. Translate text from one

language to another

Understands question

Produces possible answers and evidence

Analyzes evidence

Computes confidence

Delivers response, evidence and confidence

Asks a question

Considers response and evidence

Question and Answer

Two dataset available in IBM Bluemix: 1.  Travel 2.  Healthcare

organization

person cardinal

date


Relationship Extraction Analyze sentences to find relationships between sentence components: •  nouns •  verbs •  subjects & objects •  adjectives •  conjunction •  etc...

IBM Watson competed and won

Against two human opponents

on Jeopardy in February 2011.


Concept Expansion Analyzes text and interprets its meaning based on usage in similar contexts Useful for creating a dictionary of related terms.

SEED TERM

EXPANDED TERMS

New York City

NYC

The Big Apple

The City that Never Sleeps

Gotham


Message Resonance Uses linguistic analysis to extract cognitive and social characteristics from communications to better relate to the intended audience. Input data set from target audience: •  email •  text messages •  tweets •  forum posts •  and more

Our cloud rocketship delivers a paradigm-shifting solution for super-coders to deliver apps.

0-10 11-20 21-30 31+

Score: 125

Draft Press Release

User Modeling Uses linguistic analytics to extract cognitive and social characteristics from communications that the user makes available: •  email •  text messages •  tweets •  forum posts •  and more

How will users access these services on Bluemix?

Where: • Through the user’s Bluemix account • New users will receive 30 day free access on Bluemix. • After 30 days, pricing will be based on Bluemix usage plan, but Watson Services for Bluemix are free while in beta

How: • Link to Watson landing page on the top carousel of Bluemix main landing page • Documentation, demos, videos, etc. will be available to support development

User Modeling Boilerplate Walk-through

By Wade Barnes

We will be walking through how to deploy a Node.js app on BlueMix that uses a Watson service. Please install Node.js and Cloud Foundry by referring to the following links: Cloud Foundry/BlueMix info: https://www.ng.bluemix.net/docs/#starters/BuildingWeb.html CLI directory in GitHub: https://github.com/cloudfoundry/cli Node.js Download: http://nodejs.org/download/ Currently, Bluemix provides four versions of IBM SDK for Node.js runtime. They are v0.10.21, v0.10.25, v0.10.26 and v0.10.28. These versions contain IBM enhancements and bug fixes.

Prerequisites


New York City

BlueMix Dashboard


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BlueMix Catalog


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Watson Services on BlueMix


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SDK for Node.js


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User Modeling Service


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User Modeling Link Description


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Configure and Deploy


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Git Repository on BlueMix


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Export Code to Local


New York City

Show project files on local


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Default manifest.yaml - check service name


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Discuss package.json dependencies


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Discuss VCAP_SERVICES env variable


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Cloud Foundry check - Specify where BlueMix is running


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Login and Specify Target Space


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Upload app and push changes to BlueMix


New York City


New York City

User Modeling Creds and VCAP_SERVICES

http://www.meetup.com/BlueMix/

http://www.meetup.com/CloudFoundry/

Silicon Valley Cloud Foundry and Bluemix Meetups

Next Meetup: Building Scalable Internet of Things(IoT) applications

In November http://www.meetup.com/Bluemix/events/206223082/ http://www.meetup.com/CloudFoundry/events/206222562/

Watson on bluemix

Engineering

Transcript of Watson on bluemix