Smart Data Webinar: Getting Started with Streaming Analytics and the IoT

Copyright (c) 2016 by STORM Insights Inc. All Rights reserved.

Getting Started with Streaming Analytics and the IoT

April 14, 2016

Adrian Bowles, PhDFounder, STORM Insights, Inc.

[email protected]

mailto:[email protected]



Context - New Data, New Demands Streaming Analytics - What, and Why Now?Open Source StrategiesVendor Solutions


“The Internet of Things is the new Industrial Revolution.”

Dr. John Bates, 11/17/2015


When everything is connected…New sources of data emergeNew sources of value emergeOld assumptions must be challenged

The Impact of the IOT


IOT enables

New technologiesNew modelsNew ecosystems


Intelligence can be

Local to the deviceDistributedAggregated


New Data, New Demands, New Opportunities!


Streaming Solutions:On-Demand Access

Images courtesy of Wikipedia


New Data, New Demands, New Opportunities!


Copyright (c) 2014 by Umbrellium Ltd.

The data are there…


Attributes of a Stream“You could not step twice into the same river.”

Heraclitus 535BC-474BC

To understand the contents (analyze)…Divert the flow?Pool the data?Evaluate everything without changing the flow?

(ask Heisenberg about that one) Sample? (catch and release?)


Evolution of Data Management Solutions

Images courtesy of Wikipedia

Today:Delta Airlines processes 5,000,000 business events per dayPratt & Whitney jet engine: 5,000 sensors producing 10GB/s/per engine. Formula 1 car sensors produce about 1.2GB/s

and we need to predict the future…

Perform Operations on Data at Rest


Speed

VolumeLow

High

High

StreamingData


Conventional Data ArchitectureDa

ta S

ourc

es Store

Process/Transform

Key

Data Flows on the Edges, Queries on the Vertices


Streaming Data ArchitectureDa

ta S

ourc

es Store

Process/Transform

Observe

Key

Data Flows on the Edges, Queries Everywhere

Sampling vs Monitoring Everything…


The Problem With Sampling…

440

880

440

880


The Problem With Sampling…

440

880

440

880

440

880


Courtesy of STRIIM

The Open Source Ecosystem for Analytics Infrastructure


A Role for Collaboration and Standards


IoT Platforms

Predix

Jasper Control Center

Watson IoT


Streaming Analytics


Key Trend:Streaming Analytics for IOTas a Service


Streaming Analytics - Emerging Vendors to Watch


Data Sharpening (Zoomdata)


Do you have or can you capture streaming data that can increase your value proposition?

Data about your product that can improve performance, reliability, predictability…

Can you create value from new analysis of open data? Adding your own data/algorithms to open data creates value.

Tip: Choose an infrastructure that allows you to evaluate live streaming data in the context of relevant historical data.

Getting Started…It’s All About the Data


What will you do with itto create value?

For more information:


[email protected]

Twitter @ajbowlesSkype ajbowles

If you would like to connect on LinkedIn, please let me know that you that you found me via the Smart Data webinar series.

Upcoming Webinar Dates & Topics

May 12 Emerging Data Management Options: Graph Databases June 9 Advances in Natural Language Processing (NLP)

July Modern AI and The Future of Work (With Steve Ardire)

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Smart Data Webinar: Getting Started with Streaming Analytics and the IoT

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