HP Haven, the industry’s first comprehensive, scalable, open, and secure platform for Big Data analytics enables you to deliver actionable insight where and when it is needed to drive superior business outcomes and gain competitive advantage. It includes HP Haven OnHadoop the most comprehensive array of SQL functions with any Hadoop distribution.
Gianluigi Viganò - How to use HP HEAVEN-on-demand functions for Big Data apps
1. HPE Haven OnDemand functions for
Big Data app
gianluigi viganò | HP Big Data Platform Technologist Architect
2. HAVEn: Powered by the industry’s leading Big Data engines
“Analysis at the speed of business”
HP Vertica Analytics Platform:
Purpose-built analytics platform to manage petabytes
of data at massive scale with blazing-fast analytics
How it works:
Columnar architecture with intelligent data
compression, built-in analytic functions, and open
integration to meet analytic use cases
Key advantage:
Extremely accessible technology to manage and
analyze massive volumes of data in seconds, not
weeks
Spectrum of use cases:
Network QoS, supply chain optimization, ecommerce
analysis, sensor data analytics, customer analytics
Vertica
“Structure and insight from chaos”
HP IDOL
Information platform for processing free text,
audio, video, image and “create” structured data
How it works:
Probabilistic modeling and pattern-matching to
understand concepts in information in context
Key advantage:
Analyze diverse forms of unstructured
information to probe and explore data
Spectrum of use cases:
Information governance, eDiscovery, knowledge
management, insider trading
IDOL
Understand
& analyze
100% of your
information from
any source, with
extreme speed
and scale
4. HP Vertica: No limits, no compromises.
Supports all preferred tools
Open architecture
Columnar: 50x-1,000x faster
Blazing fast analytics
Unlimited low-cost nodes
Massive scalability
10x-30x more data per server
Optimized data storage
Private Cloud Public Cloud ApplianceSoftware Only
Purpose built for Big Data - from the very first line of code
Flexible deployment
6. IDOL: understanding human information
Harnessing the power
• Access and understand virtually any source of information on-premise and in the cloud
• Eduction: ‘understand items’ (names, place, organization, context)
• On screen text reconition, speech to text, face recognition…
Social Media Video Audio Email Texts Mobile
Transactional Data IT/OTDocuments Search Engine Images
7. Haven OnDemand Developer Platform
A Self-Service API platform for building data-rich Applications and Analytics
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• Platform of functionalities for the building of
data-rich applications
• Text, Images, Audio, Video, Semi-structured, Structured
• Exposed as REST-like APIs
• Data-flow Orchestration for combining individual functions
into truly powerful application components.
• Developer-focused
• 100% Self Service
• Truly OnDemand
Just a click away
Immediate availability - Sign up for a trial account
at www.havenondemand.com
8. What’s an API?
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API’s are powerful ways to
solve problems
Problem: I’d like to know the sentiment of
the tweets about my product so I can
make better decisions
API = Sentiment Analysis: Give me the
text and I’ll tell you all about what people
feel about your product.
9. What API Choices do I have?
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Around 70 API’s today…
Check them out! www.havenondemand.com
10. Can I combine APIs?
“Actually I’m looking to automate the Net Promoter Score analysis for my
company, sentiment was simply a step toward that end. Can I add other API’s
and make them work together?”
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26. APIs Category
– Audio-Video Analytics
– Speech recognition
– Connectors
– Retrieve data from repository, build and manage index
– Format Conversion
– Text Extraction, View Document, OCR Document
– Store Object (return store reference for use in other APIs..
– Graph Analysis
– Image Analysis
– Barcode recognition, Face detection, Image recognition, OCR
document
– Policy
– Classify and define policy on documents
– Prediction
– Predict and analyze data (Decision Tree, Logistic Regression,
Naive Bayes and SVM algorithms)
– Search
– query text index
– Find similar
– Get content
– Text analysis
– Sentiment analysis, language identification,…
– Text indexing
– Index management
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33. Connectors
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- Connectors allow you to retrieve information from external systems
- You can use it to create an index (created by the Create Text Index API)
- Connectors type:
- Cloud ( Web, Dropbox…)
- On-Premise (File System, SharePoint, ODBC, Documentum, Confluence, Exchange, Notes..
- Connector parameters include:
- Action to take, schedule, credentials Policy & expiration, limits…
- Start/Stop Connector API
- Update/Delete....