Randall's re:Invent Recap

© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
AWS re:INVENT
re:CAP
P r e s e n t e d B y R a n d a l l H u n t - @ j r h u n t

About Me
• Technical Evangelist at AWS
• I build some demos: https://github.com/ranman
• I write some blogs: https://aws.amazon.com/blogs/aws/author/randhunt/
• Formerly of SpaceX, NASA, MongoDB
• I like Python
• I dislike javascript
• I look ridiculous in my badge photo

AWS re:Invent
was busy this
year…

Builders Serving
Builders

Business Updates
•$18B+ Revenue Run Rate (Annualized from Q3 2017)
•42% Y/Y Growth (Q3 2017 vs Q3 2016)
•Millions of active customers
•Startups, Enterprises, Public Sector / NGOs
•Broadest ecosystem of ISVs and SaaS providers

STATE OF THE CLOUD
44.1%
7.7%
3.0
%
2.3%
1.0%
1.4%
0.7%
2.2%
0.5%
0.9%

Most robust, fully featured technology
infrastructure platform
CORE SERVICES
Integrated Networking
Rules Engine
Device Shadows
Device SDKs
Device Gateway
Registry
Local Compute
Custom Model
Training & Hosting
Conversational Chatbots
Virtual Desktops
App Streaming
Schema Conversion
Image & Scene Recognition Sharing & Collaboration
Exabyte-Scale
Data Migration
Text to Speech
Corporate Email ApplicationMigration
Database Migration
Regions
AvailabilityZones
Points of Presence
Data Warehousing
Business Intelligence
Elasticsearch
Hadoop/Spark
Data Pipelines
Streaming Data
Collection
ETL
Streaming Data
Analysis
Interactive SQL
Queries
Queuing & Notifications
Workflow
Email
Transcoding
Deep Learning
(Apache MXNet, TensorFlow,
& others)
Server MigrationCommunications
MARKETPLACE
Business Apps Business Intelligence DevOps Tools Security Networking StorageDatabases
API Gateway
Single Integrated Console
Identity
Sync
MobileAnalytics
MobileApp Testing
Targeted Push
Notifications
One-click App
Deployment
DevOps Resource
Management
ApplicationLifecycle
Management
Containers
Triggers
Resource Templates
Build & Test
Analyze & Debug
Identity Management
Key Management
& Storage
Monitoring &
Logs
Configuration
Compliance
Web ApplicationFirewall
Assessment
& Reporting
Resource & Usage
Auditing
Access Control
Account Grouping
DDOS
Protection
TECHNICAL & BUSINESS SUPPORT
Support
Professional
Services
Optimization Guidance
Partner
Ecosystem
Training & Certification Solutions Management Account Management Security & BillingReports
Personalized
Dashboard
Monitoring
Manage
Resources
Data Integration
Integrated Identity &
Access
Integrated Resource &
Deployment Management
Integrated Devices
& Edge Systems
Resource Templates
Configuration
Tracking
Server
Management
Service Catalogue
Search
MIGRATIONHYBRID ARCHITECTUREENTERPRISE APPSMACHINE LEARNINGIoTMOBILE SERVICESDEV OPSANALYTICS
APP SERVICES
INFRASTRUCTURE SECURITY & COMPLIANCE MANAGEMENTTOOLS
Compute
VMs, Auto-scaling, Load
Balancing, Containers,
Virtual Private Servers,
Batch Computing, Cloud
Functions, Elastic GPUs,
Edge Computing
Storage
Object, Blocks, File, Archivals,
Import/Export, Exabyte-scale
data transfer
CDN
Databases
Relational, NoSQL,
Caching, Migration,
PostgreSQL compatible
Networking
VPC, DX, DNS
Facial Recognition &
Analysis
Facial Search
Patching
Contact Center

516
24 48
6
1
82
159
280
722
1,01
7
LAUNCHES
2 0 0 8 2 0 0 9 2 0 1 0 2 0 1 1 2 0 1 2 2 0 1 3 2 0 1 4 2 0 1 5 2 0 1 6
1,300+
2 0 1 7
P A C E O F
I N N O V A T I O N
New capabilities daily

First 5 years: 4 regions
2016–2018: 11 regions
Next 5 years: 7 regions
AW S
REGIONAL
EXPANSION

Over 100 Global
CloudFront
PoPs

Amazon Global
Network
• Redundant 100GbE network
• Redundant private capacity
between all Regions except
China

Rough Agenda
• Compute
• Instances
• Containers
• Serverless
• Databases, Analytics, Storage, and Application Integrations
• Devops and Security
• Developer Tools (AWS Cloud9 IDE)
• AI / ML / DL
• Internet of Things (IoT)
• Mobile (AWS AppSync)
• Media Services (Amazon Elemental Technologies)
• Augmented Reality (AR) and Virtual Reality (VR) (Amazon Sumerian)
• Alexa for Business

AWS Compute - Instances
• M5, H1, P3 Instance Types
• Bare Metal instances (I3m)
• Nitro Hypervisor
• T2 Unlimited
• Launch Templates
• Spread Placement
• Spot Updates:
• New Pricing Model
• Hibernation for Spot Instances
• Amazon Time Sync Service
• Array Jobs for AWS Batch
• Migrate Hyper-V VMs to AWS with AWS Server Migration Service

BROADEST SPECTRUM OF
COMPUTE INSTANCES
Burstable
T 2
Big Data
Optimized
H 1
Memory
Optimized
R 4
In-memory
X 1
High
I/O
I 3
Compute
Intensive
C 5
Graphics
Intensive
G 3
General
Purpose
GPU
P 3
Memory
Intensive
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
EC2 Elastic GPUs
Graphics
acceleration for EC2
instances
EC2 Spot Instances
• Hibernation
• No Bid Pricing
N E
W !
NE
W!
NE
W!
NE
W!
NE
W!
NEW!

Amazon EC2 M5 Instances ( G A)
N e x t g e n e r a t i o n o f E C 2 g e n e r a l p u r p o s e i n s t a n c e s
• Powered by 2.5 GHz Intel Xeon Platinum 8000-
series ”Skylake” Processor
• New larger instance size – m5.24xlarge with 96
vCPUs and 384 GiB of memory
• Improved network and EBS performance on
smaller instance sizes
• Support for Intel AVX-512
• Powered by new lightweight Nitro Hypervisor
14% Price / Performance
Improvement With M5
M4 M5

• Custom Intel Xeon Platinum 8175M
2.5GHz
• 14% better price/performance than
M4 per-core
• AVX-512 instruction set allows 2x
FLOPS per core
• NVMe drivers for higher storage
throughput
M5 Instance Type
Instance
Name
vCPUs RAM
Network
Bandwidth
EBS-
Optimized
Bandwidth
m5.large 2 8 GiB Up to 10 Gbps
Up to 2120
Mbps
m5.xlarge 4 16 GiB Up to 10 Gbps
Up to
2120 Mbps
m5.2xlarge 8 32 GiB Up to 10 Gbps
Up to
2120 Mbps
m5.4xlarge 16 64 GiB Up to 10 Gbps 2120 Mbps
m5.12xlarge 48 192 GiB 10 Gbps 5000 Mbps
m5.24xlarge 96 384 GiB 25 Gbps 10000 Mbps

Amazon EC2 H1 Instances ( G A)
N e w d e n s e s t o r a g e i n s t a n c e f a m i l y f o r b i g d a t a wo r k l o a d s
H1
New Storage-optimized instance
Up to 16TB of locally
attached HDD storage
Up to 25 Gbps network
bandwidth with ENA
Big Data Clusters Kafka Streaming MapReduce

Instance Name vCPUs RAM Local Storage
Network
Bandwidth
h1.2xlarge 8 32 GiB 2 TB Up to 10 Gbps
h1.4xlarge 16 64 GiB 4 TB Up to 10 Gbps
h1.8xlarge 32 128 GiB 8 TB 10 Gbps
h1.16xlarge 64 256 GiB 16 TB 25 Gbps
• Designed for high-speed,
sequential access to multiple TB of
data
• Intel Xeon E5-2686 v4 2.3GHz
(turbo to 3.0GHz)
• Local storage speeds ~1.15GB/s
with 2MB block size
• Storage is encrypted at rest using
256-bit XTS-AES and one-time
keys
H1 Instance Type

CMP332 - https://www.youtube.com/watch?v=LabltEXk0VQ

Nitro Hypervisor

Nitro Hypervisor
• Powers C5, M5, I3m, (more new instances)
• Lightweight Software hypervisor component
• Nitro Card
• Storage, Networking, Management, Monitory, Security
• Nitro Security Chip integrated into the motherboard
• Works with existing ENA capable AMIs will work
• No application modifications needed
• Most new instance types will continue to have Nitro hypervisors
• Enables bare metal instances

I3.metal (Bare Metal)
• Two Intel Xeon E5-2686v4 2.3GHz (72 logical processors)
• 512GiB Memory
• 15.2 TB local SSD NVMe storage
• 25 Gbps ENA-based enhanced networking

T2 Unlimited
• Continue bursting beyond your stored burst limit
• Track in cloudwatch CPUSurplusCreditBalance
• $0.05 per vCPU hour (charged per-millisecond)
• Simple console or API call
• Allows you to deal with spikey loads without changing to a
more expensive instance type

Spread Placement
Placement groups determine how instances are placed on underlying hardware.
These groups are provided at no additional charge.
Cluster placement groups puts instances into a low-latency group in a single AZ.
New, spread placement groups reduce the likelihood of correlated failures within
clusters or groups of instances by spreading instances across the underlying
hardware. Spread placement groups
Support a maximum of seven running instances per AZ. If a region has 3 AZs you can
have a maximum of 21 running instances in your placement group.

Launch Templates
• Versioned launch parameterization (saving time in API and console)
• Template any parameter you would use in the RunInstances API

Spot Enhancements
• Save up to 90% over on-demand costs
• Synchronous launch of spot instances via RunInstances API (immediately get
instance IDs)
• Previously had to deal with: Spot markets, bidding, asynchronous API
• Price changes in spot market happen gradually based on longer-term trends in
supply / demand.
• Instance Hibernation:
• EC2 hibernation agent write in-memory state of instance to root EBS volume
• Amazon Linux, Ubuntu, Windows Server
• Not all instance types supported
• Preserves private IPs across stop/start cycles

Amazon Time Sync Service
• Access NTP over
169.254.169.123
• Fleet of redundant satellite-
connected and Atomic clocks

AWS Batch – Array Jobs
• Most efficient way to execute embarrassingly parallel jobs like Monte Carlo
simulations, parametric sweeps, or large rendering jobs.
• Array size determines # of spawned child jobs between 2 and 10000

Migrate Hyper-V VMs to AWS
• Server Migration Service now supports Hyper-V VMs
• Server Migration Service designed to speed up migration of
thousands of on-premises workloads to AWS. Allows you to
automate, schedule, and track incremental replications of live server
volumes.

Service integrations are at
the container level
Scales to support clusters and
applications of any size
Integration with entire AWS
platform
3
ALB, Auto Scaling, Batch, Elastic Beanstalk, CloudFormation, CloudTrail,
CloudWatch Events, CloudWatch Logs, CloudWatch Metrics, ECR, EC2
Spot, IAM, NLB, Parameter Store, and VPC
The easiest way to
deploy and manage
containers
Amazon Elastic Container Service (ECS)
2
1

CUSTOMERS RUNNING
CONTAINERS WITH ECS

WHAT ABOUT KUBENETES?
“According to a recent survey, 63% of
users were already hosting Kubernetes
on Amazon EC2. This was up from 44
percent a year ago.”
https://www.cncf.io/blog/2017/06/28/survey-shows-kubernetes-leading-orchestration-
platform/

Managed Kubernetes on AWS
Available in preview
today
Amazon Elastic Container Service for
Kubenetes (EKS)
Hybrid cloud
compatible
Highly available Automated
upgrades and
patches
Integrated with
AWS Services
CloudTrail, CloudWatch,
ELB, IAM, VPC,
PrivateLink
NEW!

… B U T W H A T E L S E ?
M A N A G E D C L U S T E R S
A R E G R E A T …

R u n c o n t a i n e r s wi t h o u t
m a n a g i n g s e r v e r s o r c l u s t e r s
Available for ECS today
Available for EKS in
2018
AWS Fargate - Serverless Container
Service
No clusters
to manage
Manages
underlying
infrastructure
Easy to run,
easy to scale
NEW!

Serverless - The Future of Computing
No server is easier to manage than no
server! (2015)
ALL THE CODE YOU EVER
WRITE IS BUSINESS LOGIC
No server management Flexible scaling High availability No idle capacity

AWS LAMBDA IS EVERYWHERE
AWS Lambda Amazon S3 Amazon CloudFormation AWS IoT
Amazon API Gateway Amazon DynamoDB Amazon CloudWatch Logs AWS IoT Button
AWS Step Functions Amazon Kinesis Streams Amazon CloudWatch Events AWS Greengrass
AWS X-Ray Amazon Kinesis Firehose AWS CodeCommit AWS Snowball
Edge
Amazon SNS AWS Config AWS
Lambda@Edge
Amazon SES Amazon Lex
Amazon Cognito Amazon CloudFront
AWS IoT
AWS
Lambda
Event-driven services Event sources
Lambda
inside

Serverless Updates
• Serverless Application Repo
• New AWS Lambda Console (this is amazing)
• AWS Lambda Per-function Concurrency Controls
• AWS Lambda Go, .NET 2.0
• AWS Lambda Deploy from CodeDeploy
• AWS Lambda Traffic Shifting
• API Gateway Canary Releases
• API Gateway private VPC integrations

AWS Serverless Application Repository
4 new powerful
features for AWS
Lambda 3GB memory support
Concurrency controlsAPI Gateway VPC integration
.NET Core 2.0 language
support (pre-announce)
…and Go
Discover a
collection of
serverless
applications
Easily deploy
to your AWS
account in a
few clicks
Publish your
own
applications to
share with the
community
D i s c o v e r, d e p l o y, a n d p u b l i s h s e r v e r l e s s a p p s
today
NEW!

AWS Lambda Console Updates

AWS Lambda Per-function Concurrency

New AWS Lambda Runtimes - Preview
•.NET 2.0
•Go

CodeDeploy Lambda Support

API Gateway Canary Deployments
• When deploying to a stage you can now specify “canarySettings”
• Shift a percentage of API traffic between 0.0 and 100.0
• Stage variables for the canary that can override production
• Continuously shift traffic (start with 10% move to 100%)
• Promote a canary release to a production stage

AWS API Gateway Private VPC
Integrations• Provides access to HTTP/HTTPS resources within your
VPC via APIGW.
• APIGW talks to an NLB provisioned in the VPC
• Enabled through APIGW “VpcLink” – equivalent to an
integration endpoint

Databases, Analytics, Storage, App Integration
• Aurora Multi-Master, Serverless
• DynamoDB Global Tables, Backup/Restore
• Amazon Neptune (Graph Database)
• Amazon S3 Select and Glacier Select
• Amazon MQ

A U R O R A I S T H E FA S T E S T
G R O W I N G S E R V I C E I N T H E
H I S T O RY O F AW S

Aurora Multi-Masters
Seamless recovery from read replica
failures
Auto-scale new read replicas
Up to 15 read replicas across 3 availability
zones
Application
Read
Replica 1
Master
Node
Read
Replica 2
Shared Distributed Storage Volume
Availability
Zone 1
Availability
Zone 2
Availability
Zone 3
Application
Read/Write
Master 2
Read/Write
Master 1
Shared Distributed Storage Volume
Availability
Zone 1
Availability
Zone 2
Availability
Zone 3
Read/Write
Master 3
Zero application downtime from ANY node
failure
Zero application downtime from ANY AZ
failure
Multi-region coming in 2018
Faster write performance
NEW!
First relational database service
with scale-out on both read and write, across multiple datacenters

UNPREDICTABLE WORKLOADS ARE
CHALLENGING
DATABASE
REQUESTS
TIME

Sign up for the preview today
Aurora Severless
On-demand, auto-scaling database for applications with
unpredictable or cyclical workloads
Automatically
scales capacity
up and down
Pay per
second and
only for the
database
capacity you
use
Starts up on
demand and
shuts down
when not in
use
No need to
provision
instances
NEW!

EVOLUTION OF DATABASES
Amazon
DynamoDB
Amazon
ElastiCache
KEY VALUE
DOCUMENT
IN-MEMORY
STORE
AURORA
Amazon RDS
COMMERCIA
L
COMMUNITY HIGHLY
CONNECTED
DATA
N o n - r e l a t i o n a l
d a t a b a s e s
R e l a t i o n a l
d a t a b a s e s
Social news feed Restaurant recommendations Retail fraud
detection

AMAZON DYNAMODB: FAST, FLEXIBLE,
NOSQL DATABASE SERVICE

Build high performance, globally distributed applications
Low latency reads and writes to locally available tables
Disaster proof with multi-region redundancy
Easy to setup and no application re-writes required
DYNAMODB GLOBAL TABLES
NEW!
First fully managed, multi-master, multi-region database
Generally available today
DYNAMODB BACKUP & RESTORE
Only cloud database to provide on-demand and continuous backups
On-Demand Backups for long term
data archival and compliance
Point In Time Restore for short term retention
and protection against application errors
Backup hundreds of TB instantaneously
with NO performance impact
On-Demand Backup generally available
today

CHALLENGES BUILDING APPS WITH
HIGHLY CONNECTED DATA
Difficult to
maintain
high
availability
Difficult to
scale
Relational databases Existing graph databases
Limited
support for
open
standards
Too
expensiv
e
Unnatural for
querying graph
Inefficient
graph
processing
Rigid schema
inflexible for
changing
graphs

today
F A S T A N D
S C A L A B L E
E A S Y
Build powerful
queries easily with
Gremlin and
SPARQL
6 replicas of
your data
across 3 AZs
with full backup
and restore
R E L I A B L E
Supports Apache
TinkerPop and
W3C RDF graph
models
OPEN
F u l l y m a n a g e d g r a p h d a t a b a s e
Store billions of
relationships and
query with
milliseconds
latency
Amazon Neptune
NEW!

Data Lake on AWS
Most ways to
bring data in
Best security,
compliance, and
audit capabilities
Object-level
controls
Unmatched durability,
availability,
and scalability
Twice as
many partner
integrations
Business
insights
into your data
AMAZON S3 IS THE MOST POPULAR
CHOICE FOR DATA LAKES

Data Lake on AWS
Amazon Redshift
+ Redshif t Spectru m
Amazon
QuickSight
Amazon EMR
Hadoop, Spark ,
Presto , Pig, Hive …19
total
Amazon
Athena
Amazon
Kinesis
Amazon
Elasticsearch
Service
AWS Glue
S3 DATA
LAKE
Objects in your S3 data lake
v v v v v v v v
v v v v v v v v
BUT, MOST ANALYTICS JOBS
INVOLVE PROCESSING ONLY A
SUBSET OF OBJECT DATA
MAKING PETABYTE-SCALE
ANALYTICS ACCESSIBLE
TO COMPANIES OF ALL SIZES

New API to select and retrieve data within objects
Accelerate any application that processes a subset of object
data in S3
Improve data access performance by up to 400%
NEW!
v
Available in preview today
Powerful new S3 capability to pull out only the object
data you need using standard SQL expressionsS3 SELECT
8 seconds
Without S3 Select
1.8 seconds
With S3 Select
4.5x faster3
aggregations
1
table
4
filters
COMPLEX PRESTO QUERY
Against a standard TPC-DS dataset
6 sub-queries with each containing:
Glacier SELECT
Run queries directly on data stored in Glacier
Run queries on data stored at rest in Amazon
Glacier
Any application can query Glacier data
Retrieve only what you need
Makes Glacier part of your data lake

Offload broker set up and administration
High availability and durability
Easily migrate from standards-based brokers
Launch a message broker in minutes
Pay as you go – get started for free
Amazon MQ (available in GA at re:Invent 2017)
M a n a g e d m e s s a g e b r o k e r s e r v i c e f o r A p a c h e A c t i v e M Q

DevOps and Security
• AWS Systems Manager
• AWS VPC PrivateLink for customers and partners
• Inter-region VPC Peering
• Hyperplane Internal Load Balancing
• Amazon GuardDuty
• Advanced Security Features for Amazon Cognito
• Managed Rules for AWS WAF
• AWS Cloudtrail logs lambda invocations

AWS Systems Manager
• Gain Operational Insights and Take Action on AWS Resources
• New Resource Groups API for grouping tagged resources programatically
• Operate on groups of resources intelligently
• All of the EC2 Systems Manager features

AWS PrivateLink (GA)
Share AWS, customer and
partner services privately
between VPCs and
on-premises networks
Secure. Scalable. Reliable.
Customers
and Partners
On Premises
Resources
Service VPC
Network
Load-
Balance
r
AWS
Direct
Connect
Client VPC
1
Client VPC 2
Client VPC 3
VPC Endpoint
VPC
Endpoint
VPC
Endpoint

AWS PRIVATELINK ON AWS MARKETPLACE
Easily create secure endpoints No public IP addresses Curated SaaS products
NEW TODAY

Inter-Region VPC Peering
• Traffic is encrypted
• No need for IGW or VPN devices
• Over AWS private backbone
• Does not transit public internet

AWS Hyperplane
INTRODUCING
Internal network load balancing service

Continuous analysis of billions of events
Detections maintained by AWS Security
Uses machine learning and threat intelligence
Strengthens security through automation
One-click deployment with no additional
software or infrastructure to manage
Amazon GuardDuty (available in GA at re:Invent 2017)
I n t e l l i g e n t t h r e a t d e t e c t i o n f o r AW S a c c o u n t s a n d wo r k l o a d s

AWS MARKETPLACE PRIVATE IMAGE BUILD
SOFTWARE
+
PRIVATE AMIGOLD AMI
• Many customers require the use of IT-approved “gold images”
• Private Image Build enables customers to specify a gold image and install
AWS Marketplace software provided by the vendor
• The resulting private AMI is billed like any AWS Marketplace AMI
INSTANCE PAY FOR USAGE

Amazon Cognito Advanced Security
• Risk-based adaptive authentication for protection against
compromised user credentials

The Future of Development
HOW HAS
DEVELOPME
NT
CHANGED?
More mobile
More collaborative
More services
More security aware
QA & Ops are
integrated
More languages

AWS Cloud9
A c l o u d I D E f o r w r i t i n g , r u n n i n g ,
a n d d e b u g g i n g c o d e
Generally available today Zero to
deploy
FAST
Deep
integratio
n
Real-time pair
programming
Broad
debugging
support
AWS
CodePipeline
AWS
CodeDepl
oy
AWS
CodeCom
mit
AWS
CodeBuild
PUBLISH DIRECTLY INTO CODESTAR
TOOLS
Integration with
Serverless App
NEW!

AWS AppSync Preview(preview)
B u i l d d a t a d r i v e n m o b i l e a n d we b a p p s wi t h r e a l t i m e
u p d a t e s a n d a n o ff l i n e p r o g r a m m i n g m o d e l
• Build real-time, collaborative
mobile and web apps
• Rapid prototyping and
development with GraphQL
• Automatically manages off-line
users’ data
• Helps keep data secure
• Automatically resolves data
conflicts
• Quickly build apps with data
from multiple sources

STREAMING DATA FROM
CONNECTED DEVICES

Securely ingest and store video, audio, and
other time-encoded data
Amazon Kinesis
Video St reams
NEW!

Stream video from millions of devices
Easily build vision-enabled apps
Secure
Durable, searchable storage
Serverless
Amazon Kinesis Video Streams ( G A)
S t r e a m v i d e o a n d t i m e - e n c o d e d d a t a f o r a n a l y t i c s
Kinesis
Video
Streams

Amazon Rekognition Video ( G A)
Analyze activity, recognize and track
people in stored and live video stream
Four primary capabilities
1. Person tracking
2. Facial recognition
3. Object and activity detection
4. Video streaming support Real-time and batch
analysis
Motion and
time context

⚛ Zero setup with Managed Notebooks
⚛ Built-in, High Performance Algorithms
⚛ One-click Training
⚛ Automatic Model Tuning (Limited Preview)
⚛ Reduced model training time
⚛ One-Click Deployment
⚛ Pay by the second
Amazon SageMaker( G A)
B u i l d , Tr a i n , a n d D e p l o y M a c h i n e L e a r n i n g M o d e l s a t S c a l e
One-click training
Automatic, built-in
model tuning
Highly-optimized
ML algorithms
Deployment
without
engineering
effort
Fully-managed
hosting at scale
Build
Managed
notebook
instancesDeploy
Train

Amazon Transcribe ( P r e vi e w )
Amazon Transcribe is an automatic speech recognition (ASR) service that makes it
easy for developers to add speech to text capability to their applications
Time StampsSupport for both
regular &
telephony audio
Punctuation
& formatting
§
S3 Integration Recognize
Multiple
Speakers
Custom
Vocabulary

REAL-TIME
TRANSLATION
POWERED BY DEEP
LEARNING
12 LANGUAGE PAIRS
(more to come)
LANGUAGE DETECTION
Amazon Translate ( P r e vi e w )
Amazon Translate is a neural machine translation service that delivers fast, high-
quality, and affordable language translation.

Amazon Comprehend ( G A)
N a t u r a l L a n g u a g e P r o c e s s i n g t o d i s c o v e r i n s i g h t s f r o m t e x t
Emails
Telephone
transcriptions
Social Media
Classify language, extract key phrases, understand
sentiment, identify / organize documents by topic
Continuously trained and constantly improving
Integrated with Amazon S3 and AWS Glue
Product reviews
Amazon
Comprehend

B u ild vid e o -o n-
d e m and wo rkf lo ws in
m in u t es n o t m o n t hs
De live r b ro a dcast -
gra d e qu a lit y vid e o
I n t e gra t e wit h o t h e r
AW S se rvice s
AWS Elemental MediaConvert
Compress video files for delivery to televisions or connected devices

B ro a d cast live wit h
t h e p u sh o f a b u t t o n
S ca le t o d e live r
a n y n u m ber o f
live ch a n nels
E n co de b ro a d cast -
qu a lity live vid e o
AWS Elemental MediaLive
Encode live video for delivery to televisions or connected devices

De live r vid e o f ro m
o n e so u rce t o m a n y
d e vice s
P ro t e ct va lu a b le
co n te nt with
a d va n ced DRM
ca p a bilit ies
E n a b le a DV R
e xp e rie nce
AWS Elemental MediaPackage
Customize and protect content requested by devices using just-in-time
format conversion

De p e ndable st o ra ge
f o r vid e o wo rklo a ds
L o w, p re d ict able
la te n cies
Co n sist ent URL f o r
m e d ia a sse t s
AWS Elemental MediaStore
High-performance storage for live and on-demand video

De live r u n iqu e a d s t o
vie we rs
P ro vid e b ro a d cast -
gra d e a d
e xp e rie nce
I m p ro ve t ra ckin g o f
a d vie ws
AWS Elemental MediaTailor
Personalize and monetize internet video content

MQTT
AWS IoT 1-click
Endpoints Gateway/PLC
Cloud Enterprise
Applications
Device
shadow
Rules
Engine
AWS IoT
Core
Certificate
Authority
Device
Shadow
AWS
Greengrass
Lambda
Functions
Message
Router
Local Comms Long-range Comms
Amazon
FreeRTOS
Certificate
Authority
Local
Resource
s
OPC-UA
Adapter
IoT SDK
AWS IoT
Device
Management
AWS IoT
Analytics
AWS
Amazon Kinesis
Enterprise
Users
Corp Apps
Amazon
QuickSight
Amazon
EMR
Amazon
Redshift
Amazon
S3
Machine
Learning
OPC-UA
MQTT
MQTT
IoT Users
Edge
Users
IoT Partners
Cer
t
AWS
Lambda
WiFi
All
AWS
Over-the-air
(OTA)
Updates
Analytics
Data Store
Data
Pipelines
Templated
Reports
Local
Resources
IoT withAWS
Batch Fleet
Provisioning
Real-time
Fleet Index &
Search
AWS IoT
Device Defender
Ad-hoc & In-
depth Analysis
Risk Mitigation
Edge
ARM, Broadcom, Digi,
Expressif, Intel,
MediaTek, Microchip,
NXP, ST, TI,
Qualcomm, …
Gateway
Adlink Technology,
Advantech,
MachineShop,
Technicolor, …
Detection
Profiles
Alerts
Scheduled or
Ad-hoc Audit
MQTT
Platform
Ayala, Bright Wolf,
BSquare, C3IoT,
Mnubo, PTC ThingLogix,
Splunk, …
Connectivity
Amdocs, Asavie, AT&T,
Eseye, Soracom, TATA
Communications
Verizon, …
Consulting / ISVs
Accenture, Aricent,
ClearScale, CTP, Luxoft,
Mobiquity, solstice,
Storm Reply, Sturdy
Networks, TCS, TrekIO, …
Things
OTA
OTA
Amazon
FreeRTOS
Message
Broker
Integrated
Client

AWS IoT 1-Click( P r e v i e w)
Ready out-of-the-box
HW without device
specific code
Securely connect
to the cloud
Create actions
using Lambda
functions with
one click
Fleet identification
and reporting
Mobile
application
One click creation of an AWS Lambda function for any device

Batch fleet
provisioning
Real-time
fleet index & search
Fine grained
device logging
& monitoring
Over the
air updates
Fleet Management for Connected Devices
AWS IoT Device Management (G A )

AWS IoT Device Defender( c o m i n g i n 2 0 1 8 )
Audit device
configurations
Monitor device
behavior
Generate
alerts
Identify
anomalies
Define and enforce security policies for fleets of devices
Patch security
vulnerabilities

AWS IoT Analytics ( P r e v i e w)
Easily analyze IoT data
IoT data
collection from
multiple sources
Ad-hoc queries
& QuickSight
integration
Data
(pre-)processing
and enrichment
Fully managed
storage
(raw & time-series)
In-depth analysis
with Jupyter
Notebooks

AWS Greengrass ML Inference( Pr eview )
Run machine learning models on the edge
Local ML
inferencing
Built in
package for
Apache
MXNet
Access
models
trained in the
cloud
Access GPUs
and FPGAs

Local connectivity
libraries
Cloud connectivity
libraries
Security
libraries
OTA &
code signing
Coming soon
Amazon FreeRTOS( G A )
IoT operating system for microcontrollers
Based on FreeRTOS kernel
AWS Greengrass AWS IoT Core

Create and run VR, AR, and 3D apps
Browser editor based on WebGL/WebVR
Create digital characters called Hosts
Script the logic within scenes
Run on platforms including Oculus Rift,
HTC Vive, and mobile devices
Amazon Sumerian(Preview)
T h e f a s t e s t a n d e a s i e s t w a y t o c r e a t e V R , A R , a n d 3 D e x p e r i e n c e s

Smarter
Workplace
Workforce
Productivity
Centralized
Admin Control
Alexa for Business ( G A )
Conference rooms
Shared spaces
Lobbies
Business calling
Calendar management
Business applications
Device management
User management
Private skills
Transform your workplace with voice

Randall's re:Invent Recap

Recomendados

Recomendados

Mais conteúdo relacionado

Mais procurados

Mais procurados (20)

Semelhante a Randall's re:Invent Recap

Semelhante a Randall's re:Invent Recap (20)

Mais de Randall Hunt

Mais de Randall Hunt (8)

Último

Último (20)

Randall's re:Invent Recap