4. A Broad Spectrum Of Compute Capabilities In The AWS Cloud
P2M4 D2 X1 G2T2 R3 I2 C4
General Purpose
GPU
General Purpose
Dense storage Large memory
Graphics intensiveMemory intensive High I/O
Compute intensiveBurstable
5. Expanding The T2 Family With Larger Instance Types
Generally Available Today
T2.large
8 GiB
2 vCPU
T2.xlarge
16 GiB
4 vCPU
T2.2xlarge
32 GiB
8 vCPU
2X memory 4X memory
T2.medium
4 GiB
2 vCPU
T2.small
2 GiB
1 vCPU
T2.micro
1 GiB
1 vCPU
T2.nano
0.5GiB
1 vCPU
6. R4: Next Generation
Memory-Optimized
Instances
488 GiB
memory
DDR4
64 vCPUs
L3 cache
R4
2X vCPUs
R3
244 GiB
memory
DDR3
32 vCPUs
L3 cache
Generally Available Today
1.8X size
2X fast
2X memory
High performance databases
Distributed memory caches
In-memory analytics
Genome analysis
7. I2
365k IOPS
32 vCPUs
I3: Next Generation
I/O-Intensive Instances 3.3 million
IOPS
488 GiB
memory
64 vCPUs
15.2 TB
NVMe SSD
I3
2X vCPUs
2X memory
2.3X storage
9X IOPS
Coming Soon
NoSQL databases (Cassandra and MongoDB)
Scale out transactional databases
Data warehousing
Hadoop
Cluster file systems
244 GiB
memory
6.4 TB
SSD
9. A Broad Spectrum Of Compute Capabilities In The AWS Cloud
P2M4 D2 X1 G2T2 R4 I3 C5
General Purpose
GPU
General Purpose
Dense storage Large memory
Graphics intensiveMemory intensive High I/O
Compute intensiveBurstable
10. Elastic GPUs For EC2
Use Graphics GPUs As If They Were EBS Volumes
Preview Available Today
11. Elastic GPUs For EC2:
GPU Acceleration
For Graphics Workloads
1GiB
GPU Memory
2 GiB
4 GiB
8 GiB
Current
Generation
EC2
Instance
12. Simple Workloads Often Have Simple Requirements
Web sites Blogs Dev Environment Prototyping Build Servers
VPC networking
Subnets
IAM policies
Storage
Security groups
14. 1. Choose Image 2. Select Size 3. Pick A Name
Amazon Lightsail: VPS Made Easy on AWS
Two flavors of Linux,
Wordpress, Magneto, Drupal, Joomla
and other popular tools
Up To 8GiB, 2 vCPUs, 80GiB SSD Click ‘Create instance’,
and you’re done.
15. $5
Per month
Amazon Lightsail: VPS Made Easy on AWS
Launch
VM
Attach SSD
Storage
Create Security
Groups
Manage
IAM
Create
Static IP
Create Instance
Created By Amazon Lightsail
Setup
DNS
GO!
17. F1 Instances
New Instance Family With Customizable
Field Programmable Gate Arrays
Run Your Custom Logic On EC2
Preview Available Today
18. Bringing Hardware
Acceleration To All
F1 Instances
F1 Instance
With your custom logic
running on an FPGA
Develop, simulate, debug
& compile your code
Package as
FPGA Images
FPGA Images Available In AWS Marketplace
19. We Love Ourselves Some Compute
General Purpose
GPU
General Purpose
Dense storage Large memoryBurstable
Memory intensive High I/O
Compute intensive
Simple VPS FPGAs
P2M4 D2 X1 G2T2 R4 I3 C5Lightsail F1
Graphics intensive
Elastic GPUs On EC2
20. The Ability to Understand Your Customers And Business Better Through Analytics
Real-time
streaming data
Data
Warehouse
Hadoop, Spark,
HBase, Hive, Presto,
Mahout, Pig, Zeppelin
Elasticsearch Business
Intelligence
Machine
Learning
Amazon
Kinesis
Amazon
Redshift
Amazon
EMR
Amazon
Elasticsearch
Amazon
QuickSight
Amazon
Machine Learning
21. Making Petabyte-scale Analytics
Accessible To Companies Of All Sizes
Data
Warehouse
Amazon Redshift
Hadoop, Spark
& Presto
Amazon EMR
Ad-hoc queries
against S3
Without spinning
up clusters
of instances
22. Amazon Athena
Interactive query service that makes it easy to
analyze data in Amazon S3 using standard SQL
Generally Available Today
23. Amazon Athena: Interactive Queries On Data In S3
No need to move
data to Athena
Query S3 directly
& right away
No infrastructure or
clusters to setup &
manage
Fast results
within seconds
Pay for just the
queries you run
26. Amazon Rekognition: Images In, Categories and Facial Analysis Out
Amazon
Rekognition
Car
Outside
Daytime
Driving
Objects
& Scenes
Female
Smiling
Sunglasses
Faces
27. Amazon Rekognition: Recognize, Search & Understand Images
Easy to use Batch
analysis
Real time
analysis
Low costContinually
improving
28. Amazon Polly
Text To Speech Powered By Deep Learning
Generally Available Today
2
29. Amazon Polly: Text In, Life-like Speech Out
Amazon Polly
“The temperature
in WA is 75°F”
“The temperature
in Washington is 75
degrees Fahrenheit”
30. Amazon Polly: Text In, Life-like Speech Out
Returns an MP3
audio stream
Unlimited
replay
Fully managedLightning fast
responses
31. Amazon ALEXA
(It’s what’s inside Alexa)
Preview Available Today
3
Natural Language Understanding (NLU) &
Automatic Speech Recognition (ASR) Powered By Deep Learning
Natural Language Understanding (NLU) &
Automatic Speech Recognition (ASR) Powered By Deep Learning
32. Amazon Lex: Speech Recognition & Natural Language Understanding
Amazon Lex
Automatic Speech Recognition
Natural Language Understanding
“What’s the
weather forecast?”
Weather
Forecast
33. Amazon Lex: Speech Recognition & Natural Language Understanding
Amazon Lex
Automatic Speech Recognition
Natural Language Understanding
“What’s the
weather forecast?”
“It will be sunny
and 75°F”
Weather
Forecast
34. Amazon Lex: Build Natural, Conversational Interactions In Voice & Text
Integrated
development
in the AWS console
Fully
managed
Trigger
Lambda
functions
Continually
improving ASR & NLU
models
Enterprise
connectors
Multi-step
conversations
35. Migrating Databases To AWS
14,000+
databases migrated
Migrate between
on-prem and AWS
Migrate between
databases
Automated schema
conversion
Data replication for
zero downtime
migrations
37. Amazon Aurora PostgreSQL-Compatible Edition
1/10th The Cost Of
Commercial Grade
Databases
Fully PostgreSQL
Compatible
Several times better
performance than typical
PostgreSQL database
Scalable,
Durable and Secure
Migrate From
RDS For PostgreSQL
39. Challenges Of Devices Living On The Edge
Round-trip latency
Intermittent connectivity
Expensive bandwidth
Programming and updating embedded software needs specialized skills
Limited to what is on the device unless you rewrite or program the device
40. AWS Greengrass
Embed Lambda Compute (& Other AWS Services) in
Connected Devices
Preview Available Today
Use The Same AWS Programming Model In Devices And The Cloud
41. AWS Greengrass: Local Compute, Messaging & Data Caching
Local
compute
Local
data caching
Secure
communications
Local
messaging
42. AWS Greengrass: How It Works
Built into
devices at
manufacture
Install the
Greengrass
runtime
Lambda functions
on AWS & devices
Manage from
AWS Console
Same programming
model
Local
communication
and orchestration
48. AWS Snowmobile: 100PB Container
45-foot long
rugged container
& truck
Connect to your
datacenter with
fiber cable
Fill ‘er Up! Transports Data
To AWS
