Date post: | 28-Jul-2015 |
Category: |
Technology |
Upload: | wilfried-hoge |
View: | 188 times |
Download: | 0 times |
Innovations born in the cloud
Wilfried Hoge Analy0cs Solu0on Architect
[email protected] @wilfriedhoge
1. IDEAS
In the beginning there is an idea:
• Collect new data • Combine internal and external data • Explore data • Analyze data in new ways
But how to bring the ideas to life?
ENERGY
HEALTH GEO
SCIENCE MOBILITY
INTERNAL DATA SHOPPING
2. PROTOTYPE
A prototyping environment is needed
• Fast and easy deployment • Various technologies • Integra0on with internal structures • Compa0ble with tools of choice
Lets’s see some examples of what IBM has to offer
Cloud-‐Based Systems of Engagement (NoSQL, Mobile Apps, Internet of Things, Social Media)
CLOUDANT
IBM’s NoSQL store
• is deployed in minutes on cloud • easily integrates with applica0ons and
data sources in the Bluemix context • includes analy0c capabilites (e.g.
geospacial) • is flexible in scaling and replica0on
DASHDB
IBM’s in-‐memory analy0cs database
• is deployed in minutes on cloud • easily integrates with applica0ons
and data sources in the Bluemix context, cloud providers (e.g. Amazon) and internal IT
• has a rich SQL interface and in-‐database analy0cs capabili0es (e.g. sta0s0cs, geospa0al)
• comes with R environment included
Clou
d-‐Ba
sed System
s of E
ngagem
ent
(NoSQL, M
obile App
s, Internet of T
hings, Social M
edia)
Schema Discovery Process
IBM & Third Party Integra+ons (Cognos, SPSS, SAS, Tableau, ESRI ArcGIS, R)
• is an analy0cs warehouse extension of Cloudant
Cloud-‐Based Hadoop environment (Spark, SQL, R, Text Analy0cs, Machine Learning)
BIGINSIGHTS
IBM’s Hadoop distribu0on
• is deployed in minutes with virtualized HW on cloud
• is deployed in days with bare metal HW for high performance on cloud
• easily integrates with applica0ons and data sources in the Bluemix context
• is 100% open source with IBM added value extensions
• is flexible in scaling SQL
WATSON ANALYTICS
IBM’s Self-‐service analy0cs for business users and experts
• is deployed in minutes on cloud • automa0cally analyzes your data and
provides ques0ons for you to explore • provides automated data
visualiza0ons • iden0fies predictors of your target
analysis • allows to pin your results for use in
dashboards and storytelling
Fully Automated Intelligence
Natural Language Dialogue
Guided Analytic Discovery
Single Analytics Experience
DATAWORKS
IBM’s Data Refinery Service that
• is deployed in minutes on cloud • is a collec0on of cloud-‐based data
access and refinement services • integrates with data services on
Bluemix and on-‐premise • offers data load, data profiling,
probabilis0c match
Systems of Record & Insight Integra0on (Watson Analy0cs, DB2, Oracle, Hadoop,
dashDB, flat files)
3. FAIL FAST
If the idea is not working or gives no valuable insights
• Don’t spend 0me on it any more • Throw your prototyping
environment away • Move on to the next idea
• All the IBM offerings described are cloud-‐based, have entry versions free of charge and are paid on a monthly basis
• If you don’t need them any more, just stop the subscrip0on
4. PRODUCTION
• If the ideas are proved to give insights or benefits, bring them to produc0on
• But don’t invent the wheel again • Adapt the procedures implemented in
the prototyping phase directly to produc0on
• The IBM offerings are not just small prototyping environments
• They have produc0on ready variants or could be deployed on-‐premise
1. IDEAS
2. PROTOTYPE
3. FAIL FAST
4. PRODUCTION
• IBM can support you to bring your innova0ons to life
• Prototype ideas, fail fast, bring successful idea into produc0on – in the cloud on-‐premise or hybrid
• Innova0ons born in the cloud and matured where it fits best to your business