AWS re:Invent recap

© 2018, Amazon Web Services, Inc. or its affiliates. All rights reserved.
AWS re:InventRecap
Vinicius Senger
Senior Technical Evangelist LATAM
vsenger@amazon.com
@vsenger
Julio Faerman
Senior Technical Evangelist Iberia
faermanj@amazon.es
@faermanj

5 0 , 0 0 0 +
attendees
2 , 1 0 0 +
technical sessions
1 0 0 , 0 0 0 +
live stream registrations
2018

BusinessUpdate
4 6 %
Y / Y G r o w t h
Q3 2018 vs Q3 2017
$2 7 B
Revenue run rate
ANNUALIZED FROM Q3 2018

The broadest and deepest cloud
platform for today’s builders

The broadest and deepest cloud platform

Amazon Global Network
• Redundant 100GbE network
• Redundant private capacity
between all Regions except China
Over 150 Global CloudFront
PoPs
89 Direct Connect Locations
Paris
Sweden
AWS GovCloud East
First 5 years: 4 regions
2016–2020: 13 regions
Next 5 years: 7 regions
AW S
REGIONAL
EXPANSION
1 9 R e g i o n s 5 7 A Z s
Milan
Cape Town

AWSGlobalAccelerator:BeforeandAfter

ComputingOptions

EC2InstanceTypes
Burstable
T 3
Big Data
Optimized
H 1
Memory
Optimized
R 5
High
I/O
I 3
Compute
Intensive
C 5
Graphics
Intensive
G 3
General
Purpose
GPU
P 3
Memory
Intensive
X 1
X 1 e
General
Purpose
M 5
Virtual
Private
Servers
Bare Metal
High I/O
I 3 m
Dense
Storage
D 2 F 1
FPGA
A m a z o n
L i g h t s a
i l
High-
Memory
Intensive
Z 1
Powered by
M 5
a
R 5
a
• Choose between processors on AWS general
purpose and memory optimized instances
• 10% lower prices on AMD-based instances
• Most applications can run on AMD-based variants
with little to no modification
M 5
d
R 5
d
C 5
d
Z 1 d
• NVMe-based SSD block level instance storage physically
connected to the host server
• High-speed, low latency local block storage • EBS PIOPS to 1GB/s (64,000)

Manageme
ntTools
Introducing
Predictive Scaling
Ramp capacity before you need it with Predictive Scaling
Time
On-premise capacity
provisioning
Load/Capacity
Time
Capacity provisioning with
target tracking
Load/Capacity
Time
Capacity provisioning with predictive
scaling and target tracking
Load/Capacity
© 2018, Amazon Web Services, Inc. or its
affiliates. All rights reserved.

N E W !
Up to 45% lower cost for scale-out workloads

Network
performance

Computing -Lambda

IDEs Languages Workflows
Programming
Model
Everyone wants to just focus
on business logic in
Serverless

N E W !
G E N E R A L L Y A V A I L A B L E
A W S
C l o u d 9
AWS Toolkit
for PyCharm
AWS Toolkit
for IntelliJ
AWS Toolkit
for VS Code
G E N E R A L L Y A V A IL A B L E IN D E V E L O P E R P R E V IE W IN D E V E L O P E R P R E V IE W
Open source toolkits meeting you where and how you like to work
AWS Toolkits for popular
IDEs
+
IDEs

N E W !
Languages
Lambda
support for
Ruby
+ Bring any Linux compatible language
runtime;
Powered by new Runtime API -
Codifies the runtime calling conventions
and integration points
Same technology powering Ruby
support in AWS Lambda
Bring any Linux compatible
language runtime
Custom Runtimes
+
AWSOPENSOURCE
o f f e r e d b y
o f f e r e d b y
o f f e r e d b y
o f f e r e d b y
PARTNERSUPPORTED

N E W !
Extend the Lambda execution
environment with any binaries,
dependencies, or runtimes
Lambda
Layers
BUSINESS
LOGIC
LIB
A
LIB
B
BUSINESS
LOGIC
LIB
A
LIB
B
BUSINESS
LOGIC
LIB
A
LIB
B
BUSINESS
LOGIC
LIB
A
LIB
B
Programming
Model
Before
BUSINESS
LOGIC
BUSINESS
LOGIC
BUSINESS
LOGIC
BUSINESS
LOGIC
LIB A LIB BAfter

IDEs Languages
AWS Cloud9
AWS Toolkit
for PyCharm
AWS Toolkit for
IntelliJ
AWS Toolkit
for VS Code
AWS Lambda layers
AWS Nested apps
Websocket support for
API Gateway
ALB support
for Lambda
Workflows
Programming
Model
Step Functions API
Connectors
Amazon Managed
Streaming for Kafka
Build increasingly powerful applications, faster

N E W !
Amazon
EFS IA
Amazon S3
Intelligent-Tiering
AWS
DataSync
AWS Transfer for
SFTP

N E W !
Amazon Glacier Deep Archive
No tape to manage
$0.00099/GB/month
Less than 1/4th the cost of
Glacier
Designed for
99.999999999
durability
Recover data in
hours vs.
days/weeks
L o w e s t c o s t s t o r a g e a v a i l a b l e i n t h e c l o u d … e v e n l o w e r
t h a n o n - p r e m i s e s t a p e

Thisis themomentfor #databasefreedom

N E W !
Timestream is 1,000X faster and 1/10th
the cost of relational databases
Trillions of daily events
Serverless
Time-series analytics (interpolation,
smoothing, approximation) built in
Multiple orders of magnitude
improvement in query performance
Fast, scalable, fully managed time
series database
Amazon
Timestream

How do we think about
Blockchain?

N E W !
Cryptographically Verifiable
All changes are cryptographically chained and
verifiable
Transparent
Full visibility into entire data lineage
Immutable
Append-only, immutable journal
tracks history of all changes
Highly scalable
Automatically scale up or down
Easy to use
Query with familiar SQL operators
Fast
Execute 2-3X more transactions
Fully managed ledger database that provides a transparent, immutable,
cryptographically verifiable transaction log owned by a central trusted authority
Amazon Quantum Ledger Database

N E W !
Create and manage scalable blockchain networks
Amazon Managed Blockchain
Choose Hyperledger Fabric or
Ethereum
Create blockchain networks
with a few clicks; manage them
with simple API calls
Scales to support thousands of
applications running millions of
transactions
Easy to move data into QLDB for
further analysis

N E W !
AWS coming to a data
center near you in two
ways
AWS Outposts
VMware
Cloud
on AWS
AWS
Native
AWS DESIGNED HARDWARE
The same that we run in our own
data centers
OPTION 1 OPTION 2

Familyof hybridoptionsonAWS
Integrate your on-premises
resources with AWS
Use your VMware
software and tools to run
workloads on AWS
Run latency-sensitive
workloads on-premises in a
way that seamlessly
integrates with AWS
Run compute on the edge in
locations with limited
connectivity
AWS Storage
Gateway Amazon VPC
AWS Direct
Connect
AWS Identity and
Access Management
AWS Directory
Service
AWS
OpsWorks
AWS
CodeDeploy
VMware Cloud
on AWS
AWS Outposts
Snowball Edge
Compute-Optimized
AWS Systems
Manager

HowtodoSpaceBusiness?
• Build ground stations, sign long-term leases, and purchase
excess bandwidth
• Expensive to build and difficult to maintain and require high
CAPEX investment to scale, and experience network latency
and scheduling conflicts
• Have opaque investing and pricing for startups

N E W !
Easily control satellites and ingest data with
fully managed Ground Station as a Service
AWS Ground Station
Low Earth Orbit (LEO)
Medium Earth Orbit (MEO)
Simultaneous narrowband S-
band, X-band and UHF
downlink
Receive satellite data into
Amazon VPC and Process
data in AWS Cloud

More Machine Learning is happening on AWS than anywhere else
10,000s
of active customers
2xcustomer references

More Machine Learning is
happening on AWS than anywhere
else

MachineLearningonAWS toAllDevelopers

N E W !
Activity stream
from app
Views, signups,
conversion, etc.
Inventory
Articles, products,
videos, etc.
Demographics
(optional)
LOAD DATA
(EMR Cluster)
INSPECT
DATA
IDENTIFY
FEATURES
SELECT
ALGORITHMS
SELECT
HYPERPARAMETERS
TRAIN
MODELS
OPTIMIZE
MODELS
HOST
MODELS
BUILD FEATURE
STORE
CREATE
REAL-TIME
CACHES
Customized
personalization &
recommendation
API
F u l l y m a n a g e d b y A m a z o n P e r s o n a l i z e
Amazon Personalize
Age, location, etc.
Real-time personalization and recommendation service,
based on the same technology used at Amazon.com
Amazon
Personalize

N E W !
Amazon Forecast
Any historical
time-series
Integrates with SAP and
Oracle Supply Chain
Custom forecasts
with 3 clicks
50% more
accurate
1/10th
the cost
Integrates with
Amazon Timestream
Retail demand Travel demand AWS usage
Revenue forecasts Web traffic Advertising demand
Generate forecasts for:
Accurate time-series forecasting service, based on the same technology
used at Amazon.com

Historical data
Supply chain,
inventory, etc.
Customized
forecasting API
Inspect
data
Identify
features
Select
from 8
algorithms
Select
Hyperparameters
Host
models
Load
data
Train
models
Optimize
models
Related “causal” data
Weather, special offers, product
details
F u l l y m a n a g e d b y
A m a z o n F o r e c a s t
Amazon Forecast
Amazon Forecast: Machine Learning time-series forecasting

N E W !
Natural Language Processing
Computer Vision
Speech Recognition
Text Clustering
Text Generation
Text Classification
Grammar and Parsing
Named Entity Recognition
Text to Speech
Handwriting Recognition
Object Detection in Images
3D Images
Text OCR
Video Classification
Speaker Identification
RankingRegression
Anomaly Detection
Register with AWS Marketplace
Automatic validation on SageMaker
Package algorithm, models and configuration
Self-service listing on AWS Marketplace
Browse or search
AWS Marketplace
Subscribe
in a single click
Available through
Amazon SageMaker
Over a hundred algorithms and models that can
be deployed directly to Amazon SageMaker
AWS Marketplace
for Machine Learning
S e l l i n g a l g o r i t h m s &
m o d e l s o n A W S
M a r k e t p l a c e

SOPHISTICATION
OF ML MODELS
A M O U N T O F T R A I N I N G D A T A R E Q U I R E D
Reinforcement
Learning (RL)

How does Reinforcement Learning
work?
Algorithm controls Pac-Man
Learn to play to get the highest score possible
Maximize rewards and minimize penalties
Learn advanced strategies

N E W !
Fully managed reinforcement
learning algorithms
TensorFlow, MXNet,
Intel Coach, and Ray RL
2D and 3D simulation
environments via OpenGym
Simulate environments with
Amazon Sumerian and
AWS RoboMakerExample notebooks
and tutorials
New machine learning capabilities in Amazon SageMaker
to build, train, and deploy with Reinforcement Learning
Amazon SageMaker
RL

Can we help developers get rolling
with Reinforcement Learning?
(literally)

N E W !
Fully autonomous 1/18th scale race car,
driven by Reinforcement Learning
AVAILABLE FOR PRE-ORDER ON AMAZON.COM
AWS DeepRacer

HD Video Camera
Gyroscope
for direction and orientation
Accelerometer
for measuring change in speed
Two batteries:
one to power on-board
compute, one to drive motors
Dual-core
Intel Atom® Processor
Introducing AWS DeepRacer
All wheel drive,
monster truck chassis
Suspension
mounted high for a view of the road
Both accelerometer and gyroscope useful in the
future for building more sophisticated models such
as finding the perfect racing line or path finding

AWS DeepRacer: How does it work?
3D simulator with
virtual car and track
Rewards RL algorithm

Build reinforcement learning model
DeepRacer League Races at AWS Summits
Winners of each DRL Race and top points getters
compete in Championship Cup at re:Invent 2019
Virtual tournaments through the year
AWS DeepRacer League
World’s first global autonomous
racing league, open to anyone

Hereisall ofnewlaunches!
https://aws.amazon.com/new/reinvent

Go Build!
Here to help you build

Thank you!
VINICIUS SENGER
Senior Technical Evangelist
vsenger@amazon.com
@vsenger

AWS re:Invent recap

Recommended

Recommended

More Related Content

What's hot

What's hot (20)

Similar to AWS re:Invent recap

Similar to AWS re:Invent recap (20)

More from Amazon Web Services LATAM

More from Amazon Web Services LATAM (20)

Recently uploaded

Recently uploaded (20)

AWS re:Invent recap