aws summit kuala lumpur keynote with stephen orban - head of enterprise strategy

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Welcome @stephenorban Stephen Orban, Head of Enterprise Strategy, AWS

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Page 1: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Welcome

@stephenorban!

Stephen Orban, Head of Enterprise Strategy, AWS!

Page 2: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

How Is The AWS Business Progressing?

Page 3: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

2012 2013 2014

Amazon S3 Usage 102% YoY increase in data transfer

to and from S3 (Q4 2014 vs Q4 2013, not including Amazon use)

Page 4: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

2011 2012 2013 2014

Amazon EC2 Usage 93% YoY increase in EC2

instance usage (Q4 2014 vs Q4 2013, not including Amazon use)

Page 5: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

2008 2009 2010 2011 2012 2013 2014

Over 1 Million Active Customers

“Active customer” is defined as a non-Amazon customer with AWS account usage activity in the past month, including the free tier

Page 6: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Startup Customers

Meerkat!

Page 7: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Enterprise Customers

Page 8: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Public Sector Customers

Page 9: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Premier Consulting Partners

Page 10: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

ISV Partners

Page 11: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Gartner  “Magic  Quadrant  for  Cloud  Infrastructure  as  a  Service,”  Lydia  Leong,  Douglas  Toombs,  Bob  Gill,  Gregor  Petri,  Tiny  Haynes,  May  28,  2014.  This  Magic  Quadrant  graphic  was  published  by  Gartner,  Inc.  as  part  of  a  larger  research  note  and  should  be  evaluated  in  the  context  of  the  enMre  report.  The  Gartner  report  is  available    at  hNp://aws.amazon.com/resources/analyst-­‐reports/.  Gartner  does  not  endorse  any  vendor,  product  or  service  depicted  in  its  research  publicaMons,  and  does  not  advise  technology  users  to  select  only  those  vendors  with  the  highest  raMngs.  Gartner  research  publicaMons  consist  of  the  opinions  of  Gartner's  research  organizaMon  and  should  not  be  construed  as  statements  of  fact.  Gartner  disclaims  all  warranMes,  expressed  or  implied,  with  respect  to  this  research,  including  any  warranMes  of  merchantability  or  fitness  for  a  parMcular  purpose.  

Gartner Magic Quadrant Cloud Infrastructure as a Service

Page 12: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

The fastest growing multi-billion dollar enterprise IT company in the world

Amazon Web Services > 40% Salesforce 26% VMware 15% Google 15% CDW 12%

Microsoft 8% Cisco 7% SAP 7% EMC 6%

Oracle 0% Teradata -1%

CA -3% Symantec -4%

HP -5% IBM -12%

Multi-billion dollar enterprise IT vendors

Most recent YoY revenue growth rate

Page 13: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Cloud Has Become The New Normal

Page 14: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

What Are The Patterns Of This New Normal?

Page 15: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Speed Is Not Just For Start-ups: Companies of All Sizes Will Move Faster Than Ever Before

1

Page 16: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

It’s Hard To Stay Competitive Today Without The Cloud

Page 17: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Old World

Large upfront capital investment

Basic compute and storage only

Responsible for feature upgrades

Slow to get new capabilities

Low, variable cost

Broad and deep platform

New features arrive daily

Ready to use

Page 18: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

24 48 61 82

159

280

516

2008 2009 2010 2011 2012 2013 2014

AWS Rapid Pace Of Innovation 516 major new features and services launched in 2014

Page 19: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Enterprises Are Using The Cloud For New Apps & Digital Transformation

StatCast App platform Fast Moving Consumer Goods E-commerce

Digital Personal Finance Web Telecommunications

KTC

Page 20: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

DEXTER LAU

Group Executive Director

KIM TECK CHEONG CONSOLIDATED SDN BHD!

Page 21: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

²  Founded in 1938 | 76 Years of experience!!²  One of the largest Consumer Package Goods (CPG) Distributor! in East Malaysia with a market size of RM6.0 billion!

²  Business presence in:!o  Sabah - Kota Kinabalu, Labuan, Tawau, Sandakan!o  Sarawak – Sibu, Kuching, Miri!

² 3769 sales and distribution points covering over 80 districts !

A LITTLE ABOUT US!

Page 22: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

BUSINESS FOCUS!

Provision of market access and coverage

of CPG!

Manufacturing of bakery products!

Distribution and warehousing of

third party brands of CPG!

Distribution and warehousing of own brands of

CPG!

Manufacturing and distribution of

own brand of bakery products!

Customer Base!

Wholesalers !Retailers!!

Food Service Operators!

Distributors!

WHAT WE DO!

Page 23: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

²  Leading international brands!!

²  227 brands !!

²  7957 products!

F&B ! Personal Care!

OTC drugs & health !

supplements!Baby Care !Household!

Page 24: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

²  Frozen and dry goods!

² Bakery products!!²  Producing approximately 35,000 CREAMOS ! bread rolls daily!

!!

OWN HOUSEHOLD BRANDS!

Page 25: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

CHALLENGES !

!!

Ø  Business expansion !

Ø  Unacceptable service delay from the local data centre!!Ø  High cost to manage the servers in-house and storage!

Ø  Data back-up!

Ø  Advancing technology and e-commerce trend !!

Traditional v/s Technology!

Page 26: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

!Ø  Provision of flexibility for ongoing business growth!!Ø  Reliability and security !!Ø  Support routine back-ups and disaster recovery!

Ø  Increase productivity !

Ø  Technical and operational !

Ø  Cost management and efficiency!

SEEKING FOR SOLUTIONS!

?!

Page 27: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

MIGRATION TO CLOUD!

Security!

Scalability! Service reliability!

Agility!

Secure & protect !business application!

Support routine back-ups and disaster recovery!

Page 28: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

THANK YOU

KIM TECK CHEONG CONSOLIDATED SDN BHD!

Page 29: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Start-ups Build Businesses From Scratch In The Cloud

2

Page 30: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

No legacy Lower cost structure No dependencies

S Move quickly

Building All Applications In The Cloud

Page 31: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Disrupt Long Standing Industries, Quickly

Hotels Storage Gaming

Groceries Taxi Booking

Page 32: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

A Startup’s Journey in the Cloud

Wei Zhu CTO

Page 33: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

•  Location based smartphone ride booking and dispatching service

•  Our vision is to revamp the South East Asian public transportation

•  Founded by 2 HBS Malaysian grads •  $330M USD in funding to date

Page 34: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Old world vs New World Infrastructure

Page 35: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Rush hour at

Page 36: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

7 bookings every second

Page 37: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

●  6 countries comprising of 20 cities in Southeast Asia ●  80k drivers active ●  iOS and Android apps have been downloaded 4.4 Million times to date

100% running on AWS Cloud

Page 38: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Not Enough Engineers?

http://grab.careers

Page 39: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

What are the next steps on AWS / vision of cloud

Database scaling technology is a common bottleneck. Aurora will let us scale faster and meet growth demand.

Data from millions of mobile devices will let us match supply and demand, in real

time. This is achievable with deep integration with Kinesis and EMR.

Experiments on task isolation and predictive load management with containerized environments with EC2 Container Service.

Amazon Kinesis! Amazon Elastic MapReduce!

Page 40: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Thank you

Page 41: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Customers Want Access To The Complete Package

3

Page 42: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Key Components Of Agility

+ = Quick to provision

Don’t have to reinvent the wheel

Vast infrastructure technology platform

Page 43: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

More Functionality Than Any Other Infrastructure Provider

Enterprise Applications

Administration & Security

Core Services

Platform Services

Infrastructure

AWS Marketplace

Page 44: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

More Functionality Than Any Other Infrastructure Provider

Enterprise Applications

Administration & Security

Core Services

Platform Services

Infrastructure

AWS Marketplace

Page 45: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

“IT organizations cannot treat cloud

IaaS providers like commodities”

Lydia Leong

Page 46: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Customers Want To Use The Leading Platform

Largest customer & partner community Most functionality Longest

experience

Page 47: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Customers Want To Use The Leading Platform

Largest customer & partner community Most functionality Longest

experience

Page 48: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Jack Sen VP of Technology

[email protected]

linkedin.com/in/jacksen

Page 49: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

●  40 million stock images, vectors, footage and audio file ●  Top 5 global microstock site ●  No. 1 microstock site from Asia ●  Ranked top 900 websites *according to Alexa.com

●  15.4M visits per month *according to similarWeb.com

Page 50: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Datacenter

Web, Search Assets Cache

Database Data Warehouse DNS

Cache and Assets Storage

Amazon EC2! Amazon S3! Amazon CloudFront!

Amazon RDS! Amazon Redshift! Amazon Route 53!

Page 51: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

80 to 120 Amazon EC2 Instances ●  batch image resizing ●  real time image processing and watermark stamping ●  image fingerprinting and recognition ●  video and audio transcoding ●  search engine

120TB of Amazon S3 Storage ●  Images, Footage and Audio Files

106TB Amazon Cloudfront Traffic Per Month

How are we using AWS

Page 52: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Benefits of Amazon Cloudfront

Traditional CDN ●  CDN only for the big players. ●  Big commitment and annual contract needs to be signed. ●  We set up our own CDN by buying servers in various

regions.

Amazon Cloudfront CDN ●  AWS Pay-as-you-go pricing ●  Deploy an Amazon Cloudfront distribution in minutes ●  No long term contract needed, pay for what you use.

Page 53: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Benefits of Amazon EC2

Flexibility ●  Scale your platform elastically as your business grows by

provisioning infrastructure on demand. ●  dealing with ‘hardware’ failure is easier. Just spin up a new instance

and restore from backup. Even better if auto deploy and failover infra. ●  Auto scaling in response to load event ●  Makes pre launch capacity planning easy

Cost Effectiveness ●  Flexibility

Many different choices of instance type Only pay for what you use Choices of on-demand, spot or dedicate instances

●  Operations Efficiency No need for engineers to maintain hardware Instead they concentrate on planning,scaling, auto failover, etc

Page 54: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Advice

Aim for Flexibility Make your infra horizontally scalable (ability to work on multiple ‘smaller’ nodes). Go Hybrid It doesn’t have to be an all or nothing decision. You can go hybrid first. Use AWS Direct Connect or VPN to connect your datacenter and your virtual stack. Amazon Cloudfront Ensure that you have adequate origin capacity to satisfy your edge demand, or better still, use Amazon S3 as your origin.

Page 55: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Future with AWS

●  Amazon Elastic File System

●  Amazon Cloudsearch

●  Amazon Machine Learning

●  Amazon Kinesis

Page 56: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

The Old Shackles Are Loosening

4

Page 57: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Old World Databases

Lock in Proprietary Punitive licensing with limited flexibility

Contract

Very expensive

S

Page 58: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

It’s Why Customers Have Been Moving To More Open, Customer Friendly, Less Expensive Database Engines

Page 59: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

…But, to get comparable performance to proprietary databases is hard

Page 60: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

MySQL compatible

Available, durable, and fault tolerant

5X better performance of high-end MySQL database

Highly scalable and secure

Thousands of customers in the preview

1/10th the cost of the leading commercial database solutions

Amazon Aurora

Page 61: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Reinvention Is Continuous

5

Page 62: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

For Example, Consider Compute…

m1.small General Purpose (M3)

Compute Optimized (C4)

Memory Optimized (R3)

GPU Optimized (G2)

Storage Optimized (D2)

IO Optimized (I2) Low cost, burst-able performance (T2)

Page 63: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Building With Smaller Blocks

Quicker to build Lower cost Easier to adapt and update

Page 64: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Amazon EC2 Container Service

Launch and terminate Docker containers

Across a cluster of EC2 instances

Mount persistent volumes at launch

Private Docker repositories

Page 65: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

EC2 Container Service Is Now Generally Available

Available to all customers

Management console

Geographic expansion

US East, US West, EU West, Sydney and Japan

CloudTrail integration

aws.amazon.com/ecs

Page 66: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

A New Service Scheduler For Long-running Applications

Scale containers up and down

Distribute traffic via ELB

Automatically recover unhealthy

containers

Deploy updated containers & definitions

Page 67: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Shrinking Compute To Atomic Scale With AWS Lambda

Page 68: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

AWS Lambda: An Event Driven Computing Service

Events from AWS services Cloud Functions in Node.js

Automatic execution with no servers to provision

Cloud functions in Java

Page 69: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

How Are Customers Using AWS Lambda?

Data triggers Stream processing Indexing & synchronization

IoT Server-free back-end

Page 70: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Moving To The Cloud Is Not A Binary Decision

6

Page 71: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

On-premises Cloud ? What Role Does Hybrid IT Play?

Page 72: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Services For Hybrid IT

On-premises AWS

Virtual Private Cloud

Direct Connect AWS Config

Storage Gateway

Integrated networking

Directory Service

Identity Federation

Integrated identity

Integrated management

AWS CloudTrail

Backups

OpsWorks

Deployment

CodeDeploy

vCenter & System Center plugins

Page 73: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Hybrid IT Is Part Of The Journey, Not The Destination

Page 74: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Customers & Partners Are Becoming Cloud-First

7

Page 75: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Bold Move In 2009

Page 76: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Cloud-First with AWS: Now Common in 2015 Enterprise customers ISV partners

Page 77: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

“Friends don’t let friends build data centers”

Charles Philips, CEO

Page 78: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Fighting Gravity

Page 79: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Thank You

Page 80: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Glenn Gore Head of Architecture, Asia Pacific

Amazon Web Services

Page 81: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Companies Will Use Data More Expansively Than At Any Other Point In History

Page 82: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

It’s never been easier and less expensive to collect, store, analyze & share data

Page 83: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

COLLECT | STORE | ORGANIZE | ANALYZE | SHARE

Page 84: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

COLLECT | STORE | ORGANIZE | ANALYZE | SHARE

Page 85: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Introducing The Amazon Elastic File System

A fully managed file system for EC2

Highly available and durable

SSD-based

Automatic data replication across AZs (like S3)

Very high throughput and low latency

Grows to petabyte scale, elastically

Page 86: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Simple: An Easy To Use, Fully Managed File System

Create a scalable file system in seconds

Seamless integration with existing apps

Supports NFSv4 Deploy

No upfront or minimum costs

Page 87: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Elastic: A File System That Grows And Shrinks, Automatically

Dynamically and automatically resizes as data is added or removed

No need to provision storage capacity or performance

Pay only for the storage space you use

Page 88: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Scalable: A File System For Virtually Any Workload

Grow to petabyte scale

Throughput and IOPS scale automatically

Support for thousands of concurrent NFS connections

Consistent low latency access

Page 89: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Amazon EFS Preview Summer 2015

Register for the preview today: aws.amazon.com/efs

Page 90: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

COLLECT | STORE | ORGANIZE | ANALYZE | SHARE

Page 91: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

More And More Customers Are Adopting Machine Learning

Email targeting Recommendations Social news

Digital health Language processing Auto-scaling

Page 92: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

A Legacy Of Machine Learning At Amazon

“Customers who bought this also bought…”

Natural language processing

Search

Vision systems in Fulfillment Centers

Page 93: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

How do we provide all internal teams with access to machine learning?

Page 94: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

The Spark For Hundreds Of New Machine Learning Applications

Counterfeit goods detection

Customer adoption models

Item classification

Sales lead ranking

Search intent Demand estimation

Customer support

Display ads

Page 95: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Announcing Amazon Machine Learning A Fully Managed Machine Learning Service for Developers

Page 96: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Prediction

Data-driven Development

Real time & dashboards Kinesis

EC2 & Lambda

Analysis & reporting Redshift, S3 & EMR

Mobile Analytics

Page 97: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Automatically find patterns in existing data & make confident predictions on new data

Predictive Models And Machine Learning

Page 98: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Machine Learning By Example

Based on what you know about a customer:

Will they use your product?

Page 99: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Machine Learning By Example

Based on what you know about a customer:

Will they use your product?

Based on what you know about an order:

Is that order fraudulent?

Page 100: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Based on what you know about a news article:

What other articles are interesting?

Machine Learning By Example

Based on what you know about a customer:

Will they use your product?

Based on what you know about an order:

Is that order fraudulent?

Page 101: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Statistics Model building

Cross-validation Algorithms

Transformation

Machine Learning Challenges for Developers

Page 102: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Statistics Model building

Cross-validation Algorithms

Transformation In production

Machine Learning Challenges for Developers

Page 103: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Machine Learning Challenges for Developers

Statistics Model building

Cross-validation Algorithms

Transformation In production At scale

Page 104: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Easily create machine learning models

Visualize and optimize models

Put models into production in seconds

Battle-hardened technology

Introducing Amazon Machine Learning

Page 105: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Train and optimize models on GBs of data

Batch process predictions

Real-time prediction API in one-click

No servers to provision or manage

Easy to Use, High Performance

Page 106: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Amazon Machine Learning is integrated across AWS data stores

S3, Redshift and RDS

Wealth of data now available to ML

Data & Amazon Machine Learning

Page 107: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Grouping Customers: An Experiment

45 days

2 Developers 92% accuracy

Page 108: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

20 minutes

1 Developer 92% accuracy

Grouping Customers: An Experiment

45 days

2 Developers 92% accuracy

Page 109: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

A Fully Managed Machine Learning Service for Developers

Amazon Machine Learning

Page 110: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Fighting Gravity

Page 111: AWS Summit Kuala Lumpur Keynote with Stephen Orban - Head of Enterprise Strategy

Thank You