Io t analytics panel

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©2012 MASSTLC ALL RIGHTS RESERVED. Analyzing data to get actionable intelligence Poul Petersen BigML Jeffrey Kelly Wikibon Nicholas Arcolano Runkeeper Javed Jahangir Oracle

Transcript of Io t analytics panel

Page 1: Io t   analytics panel

©2012 MASSTLC ALL RIGHTS RESERVED.

Analyzing data to get actionable intelligence

Poul PetersenBigML

Jeffrey KellyWikibon

Nicholas ArcolanoRunkeeper

Javed JahangirOracle

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Internet of ThingsAnalyzing data to get actionable intelligence

The Internet of Things bringing the physical world online …

… but that’s just the start.

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Internet of ThingsAnalyzing data to get actionable intelligence

Deriving value from IoT requires …

- Data creation via intelligent devices and sensors- Analytics on device, at the edge and in the cloud- Streaming, real-time and historical analytics

capabilities- Business process management, data integration

&event orchestration capabilities- A secure, stable & scalable platform for application

development- Open collaboration and development of common

data standards

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Internet of ThingsAnalyzing data to get actionable intelligence

Investment, Innovation, & Collaboration

So Why Bother?

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Fitness guidance, tracking, and motivation

● Launched 2008● GPS and manual tracking of running, walking,

cycling, and many other types of activities● Set long-term fitness goals and track progress● Training plans and performance insights

Daily fitness companion (for iPhone 5S)

● Launched April 2014● Passive movement and activity tracking● Automated goal setting based on

past behavior● Motivation and insights around the small

choices you make every day

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OUR TEAM● Based in Boston● CEO Jason Jacobs● 50 employees ● 5-person data team THE DATA

● 32 million users● 400 million activities● 12 billion app events● 175 billion GPS points

GOALS AND CHALLENGES● Providing deep historical insights per-user and across users● Prediction, personalization, and recommendation● Integration of a wide variety of data sources (geo, motion, events,

social, third-party apps and wearables)● Doing it all fast, with a small team, and on a tight budget!

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Copyright © 2013, Oracle and/or its affiliates. All rights reserved.7

Complex value chain Lack of standardization to build, deploy &

manage IoT applications Need to analyze Fast data in real time No consistency in managing security of

data and identity of devices No integration platform to convert data

into business automation

Challenges for Your Business

IndustrialAutomation

Health Care

HomeAutomation

SmartGrid

AutomotiveTelematics

Internet of Things| Open a World of Possibilities

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Why IoT platform?

Standardization

Streamline how IoT applications are developed,

secured & deployed

1

Real-Time Analytics

Manage IoT data from collection,

storage, processing and

analysis

2

Integration

Connect intelligent devices

to existing enterprise

applications

3

Security

Manage security and identity of data, devices,

enterprise applications

4

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Technical Benefits Open event management platform Highly scalable – proven to scale to millions of

transactions per hour Flexible integration of events into enterprise

business processes and systems Industry-standard data hub and data model for

remote data capture Integrated row-level, role-based security, PCI

compliance Integrated Advanced Analytics: Analyze

Petabytes of data using Big Data technologies

Oracle’s Remote Service Delivery Platform enables brand new revenue streams from innovative new services delivered through connectivity to customer assets. It also enables higher levels of customer service by being able to anticipate, identify and remedy issues proactively.

Key Challenges Infrastructure to Deliver Connected Services Leverage Connectivity to Transform Customer Service Processes Convert massive data volumes into Insights and Actionable Intelligence

Business Benefits New Business Models and New Revenue

Streams Transform Customer Service through

Connectivity Improved Customer Loyalty Lower Service Cost through predictive

diagnostics and proactive services Comprehensive Customer Self Service Predictive models by leveraging event data:

Quality, Warranty, Failure Modes, Usage Patterns

Value: Enabling New Revenue Streams

Remote Service Delivery Platform

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Oracle Remote Service Delivery Platform Business Benefits

New Business Models and New Revenue Streams

Transform Customer Service through Connectivity

Improved Customer Loyalty Lower Service Cost through

predictive diagnostics and proactive services

Comprehensive Customer Self Service

Predictive models by leveraging event data: Quality, Warranty, Failure Modes, Usage Patterns

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Copyright © 2013, Oracle and/or its affiliates. All rights reserved.11

Oracle Remote Service Delivery Platform Technical Benefits

Open event management platform Highly scalable – proven to scale to

millions of transactions per hour Flexible integration of events into

enterprise business processes and systems

Industry-standard data hub and data model for remote data capture

Integrated row-level, role-based security, PCI compliance

Integrated Advanced Analytics: Analyze Petabytes of data using Big Data technologies

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©2012 MASSTLC ALL RIGHTS RESERVED.

BigML Inc

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©2012 MASSTLC ALL RIGHTS RESERVED.BigML Inc

Local Tools

licenseservervendor storage

sysadmin

upgradespatches

licenseserver

vendorstorageupgrades

patch

es

license

server vendor

storageupgrades

patches

licenseserverve

ndor

storageupgradespatchessysadmin

API

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©2012 MASSTLC ALL RIGHTS RESERVED.BigML Inc

ActionableInsights

Data✓Easy to use✓Powerful✓Cost Effective

What is BigML?

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©2012 MASSTLC ALL RIGHTS RESERVED.BigML Inc

•Startups - Disrupting existing business

•Small/Mid - Can not invest in ML process

•Enterprise - Disrupting internal ML process

Who uses BigML?

•HR ranking job candidates: retention, best fit

•Prioritizing marketing / web leads

•Predicting mobile engagement

•Predicting customer churn

•Targeted marketing - what channel to use, etc

•Fraud detection

Examples