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Copyright © SAS Institute Inc. All rights reserved. Analytics Innovation Executive Forum 2017 15 November | Kuala Lumpur Analytics at the Edge: Bringing Intelligence to Internet of Things (IoT) George Ng, Head of Advanced Analytics & IoT, SAS Institute
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Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

May 21, 2020

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Page 1: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

Copyright © SAS Inst itute Inc. A l l r ights reserved.

Analytics Innovation Executive Forum 201715 November | Kuala Lumpur

Analytics at the Edge:Bringing Intelligence to Internet of Things (IoT)George Ng, Head of Advanced Analytics & IoT, SAS Institute

Page 2: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

Copyr i g ht © 2015, SAS Ins t i tu t e Inc . A l l r ights reser ve d .

Lap 45

Page 3: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

Copyright © SAS Inst itute Inc. A l l r ights reserved.

INTELLIGENCE OF THINGS

Intelligence to ThingsAddingartificial

Page 4: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

Copyright © SAS Inst itute Inc. A l l r ights reserved.

RAINING DATA

Raining of Streaming Data

Page 5: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

This slide is for video use only.

Copyr i g ht © 2016, SAS Ins t i tu t e Inc . A l l r ights reser ve d .

Page 6: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

Copyr i g ht © 2015, SAS Ins t i tu t e Inc . A l l r ights reser ve d .

Intelligence of Things ANALYTICS AS A KEY ENABLER

“IoT creates a big data problem that analytics must solve — transform huge volumes of data into a small (readily synthesized by a human mind) quantity

of usable/actionable information.”

- Gartner 2013

Page 7: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

Copyright © SAS Inst itute Inc. A l l r ights reserved.

Page 8: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

Copyright © SAS Inst itute Inc. A l l r ights reserved.

Analytics EconomyDealing in the currency of data-driven value

Data

Analytics

Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and disruption.

Shared DataEnable access to

data that is consistent across the organization

CollaborationFoster joint

insight development and

innovation by establishing a

common dialogue

Analytics that drive insights

Use methods to generate value, answer more

questions and do things better than

before

Page 9: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

Copyr i g ht © 2016, SAS Ins t i tu t e Inc . A l l r ights reser ve d .

Internet of Things

Data Insight Action Value

Page 10: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

Copyright © SAS Inst itute Inc. A l l r ights reserved.

Page 11: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

Copyright © SAS Inst itute Inc. A l l r ights reserved.

WHO IS GOING TO EAT YOUR LUNCHWho is going to eat your lunch?

Page 12: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

Copyright © SAS Inst itute Inc. A l l r ights reserved.

Page 13: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

Copyr i g ht © 2016, SAS Ins t i tu t e Inc . A l l r ights reser ve d .

SAS for IoT Analytics quickly detects and alerts of leaks and abnormal water

usage, providing the city and their citizens valuable information that help them use water more wisely.

Connected Cities

Intelligence for the Connected world

Connected Gaming

Monitor in game activity for up sell promotions,

inappropriate player behavior, and forecast

game play.SAS for IoT Analytics uncovers insights on

player interaction with games, purchasing behavior, and their

interaction with other users.

Connected Factory

Providing customers with personalized

shopping experiences. SAS combines customer preferences, shopping visits across channels

store, mobile and online to best predict customer

needs. The result is timely suggestions and

offers that customers are more likely to accept.

Major US

Department Store

Connected Customer

Identifies hidden patterns that predict

failures improving production yield and

product quality. SAS for IoT Analytics leverages equipment sensor and

tag data to develop and deploy early warning

models.

Page 14: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

Copyr i g ht © 2016, SAS Ins t i tu t e Inc . A l l r ights reser ve d .

Connected Service

Improving service operations through

predictive maintenance. SAS for IoT Analytics

provides manufacturers with new insights that

proactively identify equipment issues,

positively impacting customer satisfaction

and service profitability.

Connected Energy

Improving profitability and customer service

by leveraging data from smart meters, applying SAS for IoT Analytics, to more accurately predict

both short and long term demand.

Global Healthcare

ManufacturerAustralian Utility

Intelligence for the Connected world

Connected Health

Improve patient care and drive better patient outcomes. SAS for IoTAnalytics allows health care organizations to leverage electronic

medical recorders with health sensors to

establish optimal care and monitor conditions

in real – time to minimize risks.

Page 15: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

Copyr i g ht © 2016, SAS Ins t i tu t e Inc . A l l r ights reser ve d .

Connected CustomerConnected Car

Predict issues in the fleet before failures occur and

provide new value added services. SAS for IoT Analytics uses data

vehicle sensors and customer information to

develop and deploy models that provide

proactive information leading to better customer service.

ConnectedTransportation

Intelligence for the Connected world

Ensure uninterrupted service and passenger

safety. SAS for IoTAnalytics leverages data from tracks and vehicles

to predict potential issues that compromise performance and safety,

and optimize maintenance schedules leading to safer, more

reliable service.

Provide your customers with the right content and offers in real time.

SAS for IoT Analytics leverages data from

connected devices to predict customer

preferences, in real time. The result is timely

suggestions and offers customers are more

likely to accept.

Global

Telecommunications

Company

Connected Auto Insurance

SAS for IoT Analytics captures driver behavior from automotive black

boxes so insurance companies can attract

and retain low-risk customers and provide innovative value-added

services.

Page 16: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

Copyright © SAS Inst itute Inc. A l l r ights reserved.

Page 17: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

Copyr i g ht © 2016, SAS Ins t i tu t e Inc . A l l r ights reser ve d .

Value of Analytics

conceptual Overview

SAS-generated Insights

Enrichment Data

Event Actions

SAS In-Memory

SAS® Event Stream Processing Model

Continuous QueryPu

blis

h

Sub

scri

be

Streaming Events

Analytic Models

Business Rules

Low-latency assessment of high-volume, high-velocity data streams to detect, filter, aggregate & analyze

MULTIPHASE ANALYTICS IN ACTION

Page 18: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

Copyright © SAS Inst itute Inc. A l l r ights reserved.

INTELLIGENCE OF THINGS

Intelligence to ThingsAddingartificial

Page 19: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

Copyright © SAS Inst itute Inc. A l l r ights reserved.

Source: Minority Report (2002) – Personalized Advertising

Page 20: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

Copyright © SAS Inst itute Inc. A l l r ights reserved.

Online lifestyle/ businessChatBots

New Digital Business Models(CoSoLoMo)

Contextual Ads

empowered by Analytics

Machine learning / AI Image recognition

Natural Language Understanding

Social Network analysisLocation analysis

What are Digitalization Trends?Embracing Disruptions

Page 21: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

Copyright © SAS Inst itute Inc. A l l r ights reserved .

Personal Digital Assistant

Personalized content recommendation,

when you are specific

Natural Language Understanding

Today 6:18 PM

Based on your typical monthly spending, you have an additional RM150 to pay your Credit Card

Really? How much can I save?

This could save you up to RM300 per year.

Great! Please go ahead and do it for me.

Done! Your next scheduled payment is 15th Dec 2017.

Page 22: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

Copyright © SAS Inst itute Inc. A l l r ights reserved .

The Benefits Of Operationalizing AI

Machine Learning Natural Language Processing

Deep Learning Natural Language Understanding

Pattern Recognition ● Prediction ● Classification ● Image Recognition ● Speech to Text ●Cognitive Search ● Natural Language Interaction ● Natural Language Generation

Page 23: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

Copyright © SAS Inst itute Inc. A l l r ights reserved .

Personal Entertainment

Chatbot

Personalized content recommendation,

when you are specific

Natural Language Understanding

Today 1:18 PM

I am looking for a movie to watch

Great! What do you feel like watching?

Maybe something like Wonder Woman where there is some action and adventure la

Checkout Spiderman:Homecoming. It’s always entertaining to see Peter Parker prowl the skies and confront villain. Here is the trailer try.me/spiderman

Excellent. Thanks!

Would you like a collector’s edition Spiderman t-shirts to go with it? Buy.me/spidey-tshirt

Page 24: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

Copyright © SAS Inst itute Inc. A l l r ights reserved .

What’s your

vision?

Page 25: Analytics at the Edge - Sas Institute · Analytics Any and every insight is a new data point. And by quickly and continuously compounding those insights, you speed up innovation and

sas.com

Copyright © SAS Inst itute Inc. A l l r ights reserved.

Thank You