aws summit singapore 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 Singapore Keynote with Stephen Orban - Head of Enterprise Strategy

Welcome

@stephenorban!

Stephen Orban, Head of Enterprise Strategy, AWS!

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

How Is The AWS Business Progressing?

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

Startup Customers

Meerkat!

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

Enterprise Customers

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

Public Sector Customers

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

Premier Consulting Partners

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

ISV Partners

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

Cloud Has Become The New Normal

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

What Are The Patterns Of This New Normal?

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

It’s Hard To Stay Competitive Today Without The Cloud

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

Enterprises Are Using The Cloud For New Apps & Digital Transformation

StatCast App platform Healthcare E-commerce

Digital Personal Finance Web Telecommunications

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

The Next Globe in the Cloud

Ernest Cu, President & CEO!

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

#1 mobile brand in the Philippines

49.2 million mobile & broadband customers

US$ 7.6 billion market capitalization

6,182 employees

967,000 business partners

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

19 March 2015

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

Globe leverages the best cloud services available.

Virtual servers Cloud storage Database-as-a-service Big data

Cloud security Auto-scaling Load balancing Operations intelligence

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

The digital face of Globe, cloud-powered.

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

Globe device registration engine, cloud-powered.

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

The newest Globe retail experience, cloud-powered.

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

Globe big data platforms, cloud-powered.

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

Accelerated adoption. 776 cloud instances were fired up in 2014.

Cost efficiency. Up to 60% lower TCO vs. on-premise projects.

Cost optimization. Up to 40% of AWS cloud workloads in run / stop state.

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

Invention + experimentation. Globe Innovation: Prove an idea in less than a day.

Enterprise scalability. Peak up to 1,000,000 instance hours / month as needed.

Business agility. Instant provisioning vs. 80-day buying path.

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

All for the Customer.

Wonderful services delivered faster, better.

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

Thank You!

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

Start-ups Build Businesses From Scratch In The Cloud

2

Page 33: AWS Summit Singapore 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 34: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy

Disrupt Long Standing Industries, Quickly

Hotels Storage Gaming

Groceries Matchmaking

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

A Startup’s Journey

Rajesh Lingappa, Co-founder & CTO

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

About RedMart

Online grocery service in Singapore, launched in 2011

Raised $35M through Series B

Averaging 12% Mo/Mo revenue growth since launch

400+ employees, 40+ engineers in Singapore and Bangalore

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

Recently released native iPad app.

About 70 percent web / 30 percent mobile.

Unparalleled Service. Best-in-class Apps.

Android iOS

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

The Journey MVP, Growth, Scaling, & beyond…

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

Magento 1.5.1

Running on a single server

Storefront, DB, admin, photos

MVP

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

MVP++

Delivery API

Cache

Product Photos

RDS

Inventory App

RDS, S3

Magento Cluster

Inventory / Delivery apps

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

Redis

The (Re)launch! - Jul 2013

Delivery API Rating

Product Photos

W WMS

Route 53

Bespoke eCommerce API

Web Servers Bespoke eCommerce platform

Zero downtime migration from Magento

5x speed improvement at 1/3 cost (storefront)

Google ranking improved tremendously

Launched WMS, iOS app & new site in 2 weeks

Admin

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

Growth

•  Infra Managed on Chef

• Started our BI initiative mid 2014

– Redshift + ETL scripts – Tableau-based dashboard

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

Scaling

Inventory OP

Delivery Delivery

Rating

Referral Referral

Rating Rating

Credit Credit

Order notification

promo

address

Device

Private Subnet - Services Private Subnet - Enterprise Apps

Scale App

E9 App [GUI]

E9 App [WS]

Q Cluster Q Cluster

OP

API LB-1

API LB-2

Scale DB

E9 DB

eComm DB backend DB

RDS

Admin FE Delivery FE

Device FE RDS FE Authorizer

FE site web app

Public Subnet

Cache Cache

admin

API ELB (api.redmart.com)

API API

MySQL DB

API API

rndr rndr

Buddy API ELB

task performer

rndr delivery proof

Credit Inventory

pick path

Task Performer

FE

Internal Services LB 1 (HA) Internal Services LB 2 (HA)

Internal Services ELB (services.redmart.com)

PIM

Cabot

hop

authorizer promo

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

Our Stack

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

It’s only the beginning…

Machine Learning

Autoscaling Code Deploy

Kinesis

EC2 Container Service

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

Thank You!

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

Customers Want Access To The Complete Package

3

Page 48: AWS Summit Singapore 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 49: AWS Summit Singapore 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 50: AWS Summit Singapore 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 51: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy

“IT organizations cannot treat cloud

IaaS providers like commodities”

Lydia Leong

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

Customers Want To Use The Leading Platform

Largest customer & partner community Most functionality Longest

experience

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

Customers Want To Use The Leading Platform

Largest customer & partner community Most functionality Longest

experience

Page 54: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy
Page 55: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy
Page 56: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy

2007 2009 2011 2013

SAP go-live Change of Ownership - HNA

Infrastructure Improvements

EDI Billing

Page 57: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy
Page 58: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy
Page 59: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy

Why AWS?

Cost Agility Managed Capabilities

Page 60: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy
Page 61: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy
Page 62: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy
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Page 65: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy
Page 66: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy
Page 67: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy

The Old Shackles Are Loosening

4

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

Old World Databases

Lock in Proprietary Punitive licensing with limited flexibility

Contract

Very expensive

S

Page 69: AWS Summit Singapore 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 70: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy

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

Page 71: AWS Summit Singapore 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 72: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy

Reinvention Is Continuous

5

Page 73: AWS Summit Singapore 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 74: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy

Building With Smaller Blocks

Quicker to build Lower cost Easier to adapt and update

Page 75: AWS Summit Singapore 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 76: AWS Summit Singapore 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 77: AWS Summit Singapore 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 78: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy

Shrinking Compute To Atomic Scale With AWS Lambda

Page 79: AWS Summit Singapore 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 80: AWS Summit Singapore 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 81: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy

SingPost eCommerce re:inventing Singapore Post - a transformation story enabled by the cloud

Marcelo Wesseler, CEO SingPost eCommerce Pte. Ltd [email protected]

Page 82: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy
Page 83: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy

1000+ eCommerce Clients

*Parent Company Singapore Post Rating report by Standard & Poor

Full Service eCommerce Solutions in Asia Pacific

Localized front end, payments, order & store management

Logistics Centers 24 4 Call

Centers 8 Languages & Dialects

Asia’s eCommerce Hub in Singapore

$4.4B market capitalization*

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

Singapore  |  Malaysia  |  Indonesia  |  Philippines  |  Thailand  |  Korea  |  Japan  |  Australia  |  New  Zealand  |  Vietnam    +  Omni-­‐Channel  Retailing  (Rolling  Out)  

42  desktop  &  mobile  sites  in  10  

countries  in  2  years  with  6  more  to  go  between  now  and  June  30th.  

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

Asia Market Trends

Sources: eConsultancy, HBR

16%

26%

39%

11%

8%

13%

22%

44%

11%

10%

Global online population by region (millions)

2009 2014

SEA has 200m online users today, expected to grow to

294m in 3 years. !

Digital Evolution Index

A digitally advanced region set for vast development. !

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

Asia Market Trends

Marketing Technology

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

Scalability is essential

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

Essential eCommerce Components

eCommerce Technology&Payment Performance Marketing

Regional Customer Care

Warehousing & Fulfillment

Merchandizing and Store Management

Delivery & Returns Management

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

Database Tier

Service Tier

OM Tier

Caching Tier

Frontend Tier

Availability Zone Availability Zone Management

SES

SQS

CloudWatch

S3

CloudFront • Suite of pre-built services allow rapid building and deployment of applications

• Multi AZ Architecture • 203 - EC2 • 42 - RDS • 1,150,000 - S3 Objects • Spend grew from $250K to $1.5M • Transactions grew 10x • eCommerce Platform: Own • OMS & Fulfillment: Supplier/Own • Marketing: ExactTarget, SiteOlytics.com

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90  

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

Thank you!

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

Moving To The Cloud Is Not A Binary Decision

6

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

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

Page 94: AWS Summit Singapore 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 95: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy

Hybrid IT Is Part Of The Journey, Not The Destination

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

Customers & Partners Are Becoming Cloud-First

7

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Bold Move In 2009

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

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

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

“Friends don’t let friends build data centers”

Charles Philips, CEO

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

Fighting Gravity

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

Thank You

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

Glenn Gore Head of Architecture, Asia Pacific

Amazon Web Services

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

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

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

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

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

COLLECT | STORE | ORGANIZE | ANALYZE | SHARE

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

COLLECT | STORE | ORGANIZE | ANALYZE | SHARE

Page 107: AWS Summit Singapore 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 108: AWS Summit Singapore 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 109: AWS Summit Singapore 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 110: AWS Summit Singapore 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 111: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy

Amazon EFS Preview Summer 2015

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

Page 112: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy

COLLECT | STORE | ORGANIZE | ANALYZE | SHARE

Page 113: AWS Summit Singapore 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 114: AWS Summit Singapore 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 115: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy

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

Page 116: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy

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

Page 117: AWS Summit Singapore 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 118: AWS Summit Singapore 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 119: AWS Summit Singapore 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 120: AWS Summit Singapore 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 121: AWS Summit Singapore 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 122: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy

Statistics Model building

Cross-validation Algorithms

Transformation

Machine Learning Challenges for Developers

Page 123: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy

Statistics Model building

Cross-validation Algorithms

Transformation In production

Machine Learning Challenges for Developers

Page 124: AWS Summit Singapore 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 125: AWS Summit Singapore 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 126: AWS Summit Singapore 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 127: AWS Summit Singapore 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 128: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy

Grouping Customers: An Experiment

45 days

2 Developers 92% accuracy

Page 129: AWS Summit Singapore 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 130: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy

Fighting Gravity

Page 131: AWS Summit Singapore Keynote with Stephen Orban - Head of Enterprise Strategy

Thank You