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© 2014 Amazon.com, Inc. and its affiliates. All rights reserved. May not be copied, modified, or distributed in whole or in part without the express consent of Amazon.com, Inc.
Introduction to Database Services
Brian Rice, Product Marketing Manager
Amazon RDS
July 10, 2014
Today’s agenda
• Why managed database services?
• A non-relational managed database
• A relational managed database
• A managed in-memory cache
• A managed data warehouse
• What to do next
If you host your databases on-premises
Power, HVAC, net
Rack & stack
Server maintenance
OS patches
DB s/w patches
Database backups
Scaling
High availability
DB s/w installs
OS installation
you
App optimization
If you host your databases on-premises
Power, HVAC, net
Rack & stack
Server maintenance
OS patches
DB s/w patches
Database backups
Scaling
High availability
DB s/w installs
OS installation
you
App optimization
If you host your databases in
Amazon EC2
Power, HVAC, net
Rack & stack
Server maintenance
OS patches
DB s/w patches
Database backups
Scaling
High availability
DB s/w installs
OS installation
you
App optimization
If you host your databases in
Amazon EC2
OS patches
DB s/w patches
Database backups
Scaling
High availability
DB s/w installs
you
App optimization
Power, HVAC, net
Rack & stack
Server maintenance
OS installation
If you choose a managed DB service
Power, HVAC, net
Rack & stack
Server maintenance
OS patches
DB s/w patches
Database backups
App optimization
High availability
DB s/w installs
OS installation
you
Scaling
The self-managed vs. AWS-managed
decision
Self-managed database AWS-managed database
You have full responsibility for
upgrades and backup
Upgrades, backup, and failover are
provided as a service
You have full responsibility for security AWS provides high infrastructure
security, certifications; gives you tools
to ensure DB security
Full control over parameters of server,
OS, and database
Database is a managed appliance, so
you can easily automate
Replication is expensive, complex and
requires a lot of engineering
Failover is a packaged service
A Managed Service for Each Major DB Type
Amazon
DynamoDB
Key-value
Amazon
RDS
SQL
Amazon
ElastiCache
In-memory
cache
Amazon
Redshift
Data
warehouse
What is Amazon DynamoDB?
DynamoDB: a managed key-value store
• Simple and fast to deploy
• Simple and fast to scale
• To millions of IOPS
• Data is automatically replicated
• Fast, predictable performance
– Backed by SSD storage
• Secondary indexes offer fast lookups
• No cost to get started; pay only for what you consume
DynamoDB
Smugmug relies on DynamoDB
• Millions of customers
use Smugmug’s photo and
video sharing service to store
billions of valuable photos and
videos
• DynamoDB lets Smugmug scale
quickly, frees engineers from
database management
“DynamoDB is a truly
revolutionary product …
I love how DynamoDB
enables us to provision our
desired throughput, and
achieve low latency and
seamless scale, even with
our constantly growing
workloads.”
-Don MacAskill, CEO
DynamoDB: schemaless database
table items
Attributes
(name/value
pairs)
DynamoDB: each item must include a key
Hash key
(DynamoDB maintains an
unordered index)
DynamoDB: each item must include a key
Hash key
Range key
(DynamoDB maintains a
sorted index)
DynamoDB: Local Secondary Indexes =
alternate range keys
Hash key
Range key
LSI key
DynamoDB: Global Secondary Indexes =
“Pivot Charts” for your table
Choose which
attributes
to project (if any)
DynamoDB: provision throughput
Read
capacity units
Write
capacity units
DynamoDB: What are capacity units?
1 1
1 1
Pay to bearer
on demand
1 write per sec
of up to 1KB
1 1
1 1
Pay to bearer
on demand
1 read per sec
of up to 4KB
Eventually consistent reads at 50% off!
One write capacity unit
One read capacity unit
CreateTable
UpdateTable
DeleteTable
DescribeTable
ListTables
PutItem
GetItem
UpdateItem
DeleteItem
BatchGetItem
BatchWriteItem
Query
Scan
Manage tables
Query specific
items OR scan the
full table
“Select”, “insert”,
“update” items
Bulk select or
update (max 1MB)
DynamoDB is optimized for developer
productivity
• Scale up for service levels; Scale down for cost
How customers autoscale with DynamoDB
Credits:
tadaa;
Sebastian
Dahlgren
DynamoDB: simple app architecture
Elastic Load
Balancing Amazon EC2
App Instances
Clients
DynamoDB
Auth &
business logic
DynamoDB: serverless app architecture
Clients
AWS
Client JS
AWS
Client JS
AWS
Client JS
Login with
Amazon,
Facebook, or
Google
Auth via
Web Identity
Federation
Business logic
Fine-
grained
access
control
How DynamoDB billing works
Monthly
bill = GB +
Assumes DB instance accessed only from AWS region
Further details at http://aws.amazon.com/dynamodb/pricing/
≈ 5 GB * $0.25 +
21 * 720 hrs * $0.0065/10 +
35 * 720 hrs * $0.0065/50
≈ $14.36
Storage consumed
(plus 100 bytes per item)
Charge for
write capacity units
per hour
+
Charge for
read capacity units
per hour
What is
Amazon Relational Database Service?
Amazon RDS: a managed SQL service
• Simple and fast to deploy
• Simple and fast to scale
• AWS handles patching, backups, replication
• Compatible with your applications
– Choose among MySQL, PostgreSQL,
Oracle, SQL Server
• Fast, predictable performance
• No cost to get started; pay only for what you consume
Amazon RDS
Flipboard relies on Amazon RDS
• Flipboard is an online
magazine with millions of
users and billions of “flips”
per month
• Uses Amazon RDS and its
Multi-AZ capabilities to store
mission critical user data
"We were able to go from
concept to delivered product
in about six months with just
a handful of engineers."
-Greg Scallan, Chief Architect
How Amazon RDS delivers high performance
• Choose Provisioned IOPS storage for high,
predictable performance
– Provision up to 3 TB storage and 30,000 IOPS per database
instance
– Scale IOPS up or down online
• Choose a database instance type with the right
amount of CPU and memory
How Amazon RDS backups work
• Automated backups
– Restore your database to a point in time
– Enabled by default
– Choose a retention period, up to 35 days
• Manual snapshots
– Initiated by you
– Persist until you delete them
– Stored in Amazon Simple Storage Service (Amazon S3)
– Build a new database instance from a snapshot when needed
Choose Multi-AZ for greater availability, durability
• An Availability Zone is a physically distinct,
independent infrastructure
• With Multi-AZ operation, your database is
synchronously replicated to another zone in the
same AWS region
• Failover occurs automatically in response to the
most important failure scenarios
• Planned maintenance is applied first to backup
Choose Read Replicas for greater scalability
• Help your app scale by offloading read traffic to
an automatically maintained read replica
• Create multiple read replicas, load-share traffic
• Easy to set up
Native
MySQL
RDS
Choose cross-region snapshot copy for even greater
durability, ease of migration
• Copy a database
snapshot to a
different AWS
region
• Warm standby for
disaster recovery
• Or use it as a base
for migration to a
different region
Choose cross-region read replicas for enhanced data
locality, even more ease of migration
• Even faster recovery
in the event of
disaster
• Bring data close to
your customers
• Promote to a master
for easy migration
How to scale with Amazon RDS
• Scale up or down with resizable instance types
• Scale your storage up with a few clicks while online
• Offload read traffic to read replicas
• Put a cache in front of Amazon RDS
– Amazon ElastiCache for Memcached or Redis
– Or your favorite cache, self-managed in Amazon EC2
• Amazon RDS takes some of the pain out of sharding
NoSQL vs. SQL for a new app: how to choose?
• Want simplest possible
DB management?
• Dataset grows without
bound?
• Need joins, transactions,
frequent table scans?
• Team has SQL skills?
• Dataset growth
manageable?
Amazon DynamoDB Amazon RDS
How Amazon RDS billing works
Monthly
bill = GB+ +
Assumes DB instance accessed only from Amazon EC2
Further details at http://aws.amazon.com/rds/pricing/
= 720 hrs * $0.37 + 100 GB * $0.125 + 1,000 IOPS * $0.10
= $378.90
db.m3.xlarge; MySQL;
Oregon; Single-AZ;
On-Demand
100 GB
Provisioned IOPS
Provisioned 1,000
IOPS
4 vCPUs;
15 GiB
RAM
What is Amazon ElastiCache?
ElastiCache: resizable in-memory cache
• High performance, resizable in-
memory caching
• Speed your application by
bypassing database access and
disk storage
• Compatible with your existing
applications
– Choose between the popular memcached
and Redis engines
ElastiCache
2U relies on ElastiCache
• 2U, Inc. , is a “School As A Service”
provider that helps universities take
their degrees online.
• To support collaboration and
learning, the company’s technology
platform uses ElastiCache to cache
data that grows exponentially as
students communicate with
instructors and with each other.
• ElastiCache is used to cache news
feeds and data from RDS MySQL.
“ElastiCache helps us
specifically a lot around
our social and
collaborative tools…It just
works. We don’t even
know its there.”
- James Kenigsberg
Chief Technology Officer
Use Cases for ElastiCache
• Performance or cost optimization of an
underlying database
• Storage of ephemeral key-value data
• High-performance application patterns
ElastiCache: simple app architecture
Elastic Load
Balancing Amazon EC2
App Instances
Clients
Amazon RDS
ElastiCache
How ElastiCache billing works
Monthly
bill = N ×
Further details at http://aws.amazon.com/elasticache/pricing/
= 4 nodes * 720 hrs * $0.226
= $650.88
Standard large; Oregon;
On-Demand
2 vCPUs;
7.1 GB
RAM
What is Amazon Redshift?
Amazon Redshift: a managed data warehouse
• Petabyte-scale columnar
database
• Fast response time
– ~10x that of typical relational stores
• Pricing as low as $1,000 per
TB per year
Amazon Redshift
Foursquare relies on Amazon Redshift
• More than 40 million people worldwide
use Foursquare to meet up with
friends, exchange travel tips, and find
money-saving deals
• Foursquare uses AWS to perform
analytics across millions of daily
check-ins, saving licensing fees and
redeploying its dev/ops staff on more
strategic work
“Amazon Redshift offers the
performance we needed
while freeing us from the
licensing costs of our
previous solution.”
--Jon Hoffman
Software Engineer
Use Cases for Amazon Redshift
• Reduce costs by extending
DW rather than adding HW
• Migrate completely from
existing DW systems
• Respond faster to business;
provision in minutes
• Improve performance by an
order of magnitude
• Make more data available
for analysis
• Access business data via
standard reporting tools
• Add analytic functionality to
applications
• Scale DW capacity as
demand grows
• Reduce HW & SW costs by
an order of magnitude
Traditional Enterprise DW Companies with Big Data SaaS Companies
Amazon Redshift architecture
Leader node
Compute nodes
Existing business
intelligence tools
PostgreSQL
JDBC/ODBC
Amazon S3
Amazon DynamoDB
AWS Data
Pipeline
Amazon Redshift dramatically reduces I/O
• Column storage
• Data compression
• Zone maps
• Direct-attached storage • With row storage you do
unnecessary I/O
• To get total amount, you have
to read everything
ID Age State Amount
123 20 CA 500
345 25 WA 250
678 40 FL 125
957 37 WA 375
• With column storage, you
only read the data you need
ID Age State Amount
123 20 CA 500
345 25 WA 250
678 40 FL 125
957 37 WA 375
Amazon Redshift dramatically reduces I/O
• Column storage
• Data compression
• Zone maps
• Direct-attached storage
analyze compression listing;
Table | Column | Encoding
---------+----------------+----------
listing | listid | delta
listing | sellerid | delta32k
listing | eventid | delta32k
listing | dateid | bytedict
listing | numtickets | bytedict
listing | priceperticket | delta32k
listing | totalprice | mostly32
listing | listtime | raw
Amazon Redshift dramatically reduces I/O
• Column storage
• Data compression
• Zone maps
• Direct-attached storage
• COPY compresses
automatically
• You can analyze and override
• More performance, less cost
Amazon Redshift dramatically reduces I/O
• Column storage
• Data compression
• Zone maps
• Direct-attached storage
10 | 13 | 14 | 26 |…
… | 100 | 245 | 324
375 | 393 | 417…
… 512 | 549 | 623
637 | 712 | 809 …
… | 834 | 921 | 959
10
324
375
623
637
959
• Track the minimum and
maximum value for each block
• Skip over blocks that don’t
contain relevant data
Amazon Redshift dramatically reduces I/O
• Column storage
• Data compression
• Zone maps
• Direct-attached storage
DW.HS1.8XL:
• > 2 GB/s scan rate
• Optimized for data processing
• High disk density
DW.HS1.XL:
Amazon Redshift: start small and grow big
Dense Storage Node (dw1.xlarge)
2 TB, 16 GB RAM, 2 cores
Dense Compute Node (dw2.large)
0.16 TB, 16 GB RAM, 2 cores
Single Node (2 TB)
Cluster 2-32 Nodes (up to 64 TB)
8XL Dense Storage Node (dw1.8xlarge)
16 TB, 128 GB RAM, 16 cores, 10 GigE
8XL Dense Compute Node (dw2.8xlarge)
2.56 TB, 128 GB RAM, 16 cores, 10 GigE
Cluster 2-100 Nodes (up to 1.6 PB)
Note: Nodes not to scale
How Amazon Redshift billing works
Monthly
bill = N ×
Further details at http://aws.amazon.com/rds/pricing/
= 4 nodes * 720 hrs * $0.25
= $720
dw2.large; Oregon;
On-Demand
2 vCPUs;
15 GiB RAM;
0.16 TB SSD
Try Amazon Redshift with BI & ETL for Free!
• http://aws.amazon.com/redshift/free-trial
• 2 months, 750 hours/month to try our DW2.Large SSD
instance with 160GB of compressed storage per node
• Also try BI & ETL for free from nine partners at
aws.amazon.com/redshift/partners
To sum up…
Review: AWS Managed Database Services
Amazon
DynamoDB
Key-value
Amazon
RDS
SQL
Amazon
ElastiCache
In-memory
cache
Amazon
Redshift
Data
warehouse
Benefits of AWS Database Services
Pay only for what you use
No up-front cost
Fully managed services
AWS handles installs,
patching, restarts
Easy to scale
Grow as you need
Designed for use with
other AWS services
Amazon
EC2
Amazon
S3
Amazon
CloudWatch
Amazon
SNS
Amazon
VPC
AWS
Data Pipeline
Pace of Innovation – a Bonus
• Amazon RDS/PostgreSQL, new M3 instances
• Amazon RDS/SQL Server TDE, version upgrade
• Amazon RDS/Oracle TDE, 3TB/30K IOPS, version upgrade
• Cross-region snapshot copy, parallel replica, chained replica
• Multi-AZ SLA, log access, VPC groups, …
Amazon RDS
team launched
27+ features
• ElastiCache: Redis Backup/Restore; 2.8.6 support
• DynamoDB cross-region import/export, fine grained access
control, global secondary indexes
• DynamoDB local, geospatial indexing library
NoSQL team
launched 14+
features
• Amazon Redshift dense compute nodes
• Encryption with HSM support
• Audit logging, Amazon SNS notification, snapshot sharing
• Cross-region Amazon Redshift automatic backups
• Faster resize, improved concurrency, distributed tables…
Amazon
Redshift team
launched 22+
features
AWS Marketplace
• Find software to use with
Amazon RDS, Amazon Redshift,
DynamoDB, and ElastiCache
• One-click deployments
• Flexible pricing options
http://aws.amazon.com/marketplace
Try AWS database services for free
Service Free to new customers every month
for one year
DynamoDB 100 MB of storage
5 units of write capacity
10 units of read capacity
Amazon RDS 750 Micro DB instance hours
20 GB of DB Storage
20 GB for Backups
10 million I/O operations
ElastiCache 750 Micro Cache Node instance hours
Thank you

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Introduction to AWS Database Services

  • 1. © 2014 Amazon.com, Inc. and its affiliates. All rights reserved. May not be copied, modified, or distributed in whole or in part without the express consent of Amazon.com, Inc. Introduction to Database Services Brian Rice, Product Marketing Manager Amazon RDS July 10, 2014
  • 2. Today’s agenda • Why managed database services? • A non-relational managed database • A relational managed database • A managed in-memory cache • A managed data warehouse • What to do next
  • 3. If you host your databases on-premises Power, HVAC, net Rack & stack Server maintenance OS patches DB s/w patches Database backups Scaling High availability DB s/w installs OS installation you App optimization
  • 4. If you host your databases on-premises Power, HVAC, net Rack & stack Server maintenance OS patches DB s/w patches Database backups Scaling High availability DB s/w installs OS installation you App optimization
  • 5. If you host your databases in Amazon EC2 Power, HVAC, net Rack & stack Server maintenance OS patches DB s/w patches Database backups Scaling High availability DB s/w installs OS installation you App optimization
  • 6. If you host your databases in Amazon EC2 OS patches DB s/w patches Database backups Scaling High availability DB s/w installs you App optimization Power, HVAC, net Rack & stack Server maintenance OS installation
  • 7. If you choose a managed DB service Power, HVAC, net Rack & stack Server maintenance OS patches DB s/w patches Database backups App optimization High availability DB s/w installs OS installation you Scaling
  • 8. The self-managed vs. AWS-managed decision Self-managed database AWS-managed database You have full responsibility for upgrades and backup Upgrades, backup, and failover are provided as a service You have full responsibility for security AWS provides high infrastructure security, certifications; gives you tools to ensure DB security Full control over parameters of server, OS, and database Database is a managed appliance, so you can easily automate Replication is expensive, complex and requires a lot of engineering Failover is a packaged service
  • 9. A Managed Service for Each Major DB Type Amazon DynamoDB Key-value Amazon RDS SQL Amazon ElastiCache In-memory cache Amazon Redshift Data warehouse
  • 10. What is Amazon DynamoDB?
  • 11. DynamoDB: a managed key-value store • Simple and fast to deploy • Simple and fast to scale • To millions of IOPS • Data is automatically replicated • Fast, predictable performance – Backed by SSD storage • Secondary indexes offer fast lookups • No cost to get started; pay only for what you consume DynamoDB
  • 12. Smugmug relies on DynamoDB • Millions of customers use Smugmug’s photo and video sharing service to store billions of valuable photos and videos • DynamoDB lets Smugmug scale quickly, frees engineers from database management “DynamoDB is a truly revolutionary product … I love how DynamoDB enables us to provision our desired throughput, and achieve low latency and seamless scale, even with our constantly growing workloads.” -Don MacAskill, CEO
  • 13. DynamoDB: schemaless database table items Attributes (name/value pairs)
  • 14. DynamoDB: each item must include a key Hash key (DynamoDB maintains an unordered index)
  • 15. DynamoDB: each item must include a key Hash key Range key (DynamoDB maintains a sorted index)
  • 16. DynamoDB: Local Secondary Indexes = alternate range keys Hash key Range key LSI key
  • 17. DynamoDB: Global Secondary Indexes = “Pivot Charts” for your table Choose which attributes to project (if any)
  • 18. DynamoDB: provision throughput Read capacity units Write capacity units
  • 19. DynamoDB: What are capacity units? 1 1 1 1 Pay to bearer on demand 1 write per sec of up to 1KB 1 1 1 1 Pay to bearer on demand 1 read per sec of up to 4KB Eventually consistent reads at 50% off! One write capacity unit One read capacity unit
  • 20. CreateTable UpdateTable DeleteTable DescribeTable ListTables PutItem GetItem UpdateItem DeleteItem BatchGetItem BatchWriteItem Query Scan Manage tables Query specific items OR scan the full table “Select”, “insert”, “update” items Bulk select or update (max 1MB) DynamoDB is optimized for developer productivity
  • 21. • Scale up for service levels; Scale down for cost How customers autoscale with DynamoDB Credits: tadaa; Sebastian Dahlgren
  • 22. DynamoDB: simple app architecture Elastic Load Balancing Amazon EC2 App Instances Clients DynamoDB Auth & business logic
  • 23. DynamoDB: serverless app architecture Clients AWS Client JS AWS Client JS AWS Client JS Login with Amazon, Facebook, or Google Auth via Web Identity Federation Business logic Fine- grained access control
  • 24. How DynamoDB billing works Monthly bill = GB + Assumes DB instance accessed only from AWS region Further details at http://aws.amazon.com/dynamodb/pricing/ ≈ 5 GB * $0.25 + 21 * 720 hrs * $0.0065/10 + 35 * 720 hrs * $0.0065/50 ≈ $14.36 Storage consumed (plus 100 bytes per item) Charge for write capacity units per hour + Charge for read capacity units per hour
  • 25. What is Amazon Relational Database Service?
  • 26. Amazon RDS: a managed SQL service • Simple and fast to deploy • Simple and fast to scale • AWS handles patching, backups, replication • Compatible with your applications – Choose among MySQL, PostgreSQL, Oracle, SQL Server • Fast, predictable performance • No cost to get started; pay only for what you consume Amazon RDS
  • 27. Flipboard relies on Amazon RDS • Flipboard is an online magazine with millions of users and billions of “flips” per month • Uses Amazon RDS and its Multi-AZ capabilities to store mission critical user data "We were able to go from concept to delivered product in about six months with just a handful of engineers." -Greg Scallan, Chief Architect
  • 28. How Amazon RDS delivers high performance • Choose Provisioned IOPS storage for high, predictable performance – Provision up to 3 TB storage and 30,000 IOPS per database instance – Scale IOPS up or down online • Choose a database instance type with the right amount of CPU and memory
  • 29. How Amazon RDS backups work • Automated backups – Restore your database to a point in time – Enabled by default – Choose a retention period, up to 35 days • Manual snapshots – Initiated by you – Persist until you delete them – Stored in Amazon Simple Storage Service (Amazon S3) – Build a new database instance from a snapshot when needed
  • 30. Choose Multi-AZ for greater availability, durability • An Availability Zone is a physically distinct, independent infrastructure • With Multi-AZ operation, your database is synchronously replicated to another zone in the same AWS region • Failover occurs automatically in response to the most important failure scenarios • Planned maintenance is applied first to backup
  • 31. Choose Read Replicas for greater scalability • Help your app scale by offloading read traffic to an automatically maintained read replica • Create multiple read replicas, load-share traffic • Easy to set up Native MySQL RDS
  • 32. Choose cross-region snapshot copy for even greater durability, ease of migration • Copy a database snapshot to a different AWS region • Warm standby for disaster recovery • Or use it as a base for migration to a different region
  • 33. Choose cross-region read replicas for enhanced data locality, even more ease of migration • Even faster recovery in the event of disaster • Bring data close to your customers • Promote to a master for easy migration
  • 34. How to scale with Amazon RDS • Scale up or down with resizable instance types • Scale your storage up with a few clicks while online • Offload read traffic to read replicas • Put a cache in front of Amazon RDS – Amazon ElastiCache for Memcached or Redis – Or your favorite cache, self-managed in Amazon EC2 • Amazon RDS takes some of the pain out of sharding
  • 35. NoSQL vs. SQL for a new app: how to choose? • Want simplest possible DB management? • Dataset grows without bound? • Need joins, transactions, frequent table scans? • Team has SQL skills? • Dataset growth manageable? Amazon DynamoDB Amazon RDS
  • 36. How Amazon RDS billing works Monthly bill = GB+ + Assumes DB instance accessed only from Amazon EC2 Further details at http://aws.amazon.com/rds/pricing/ = 720 hrs * $0.37 + 100 GB * $0.125 + 1,000 IOPS * $0.10 = $378.90 db.m3.xlarge; MySQL; Oregon; Single-AZ; On-Demand 100 GB Provisioned IOPS Provisioned 1,000 IOPS 4 vCPUs; 15 GiB RAM
  • 37. What is Amazon ElastiCache?
  • 38. ElastiCache: resizable in-memory cache • High performance, resizable in- memory caching • Speed your application by bypassing database access and disk storage • Compatible with your existing applications – Choose between the popular memcached and Redis engines ElastiCache
  • 39. 2U relies on ElastiCache • 2U, Inc. , is a “School As A Service” provider that helps universities take their degrees online. • To support collaboration and learning, the company’s technology platform uses ElastiCache to cache data that grows exponentially as students communicate with instructors and with each other. • ElastiCache is used to cache news feeds and data from RDS MySQL. “ElastiCache helps us specifically a lot around our social and collaborative tools…It just works. We don’t even know its there.” - James Kenigsberg Chief Technology Officer
  • 40. Use Cases for ElastiCache • Performance or cost optimization of an underlying database • Storage of ephemeral key-value data • High-performance application patterns
  • 41. ElastiCache: simple app architecture Elastic Load Balancing Amazon EC2 App Instances Clients Amazon RDS ElastiCache
  • 42. How ElastiCache billing works Monthly bill = N × Further details at http://aws.amazon.com/elasticache/pricing/ = 4 nodes * 720 hrs * $0.226 = $650.88 Standard large; Oregon; On-Demand 2 vCPUs; 7.1 GB RAM
  • 43. What is Amazon Redshift?
  • 44. Amazon Redshift: a managed data warehouse • Petabyte-scale columnar database • Fast response time – ~10x that of typical relational stores • Pricing as low as $1,000 per TB per year Amazon Redshift
  • 45. Foursquare relies on Amazon Redshift • More than 40 million people worldwide use Foursquare to meet up with friends, exchange travel tips, and find money-saving deals • Foursquare uses AWS to perform analytics across millions of daily check-ins, saving licensing fees and redeploying its dev/ops staff on more strategic work “Amazon Redshift offers the performance we needed while freeing us from the licensing costs of our previous solution.” --Jon Hoffman Software Engineer
  • 46. Use Cases for Amazon Redshift • Reduce costs by extending DW rather than adding HW • Migrate completely from existing DW systems • Respond faster to business; provision in minutes • Improve performance by an order of magnitude • Make more data available for analysis • Access business data via standard reporting tools • Add analytic functionality to applications • Scale DW capacity as demand grows • Reduce HW & SW costs by an order of magnitude Traditional Enterprise DW Companies with Big Data SaaS Companies
  • 47. Amazon Redshift architecture Leader node Compute nodes Existing business intelligence tools PostgreSQL JDBC/ODBC Amazon S3 Amazon DynamoDB AWS Data Pipeline
  • 48. Amazon Redshift dramatically reduces I/O • Column storage • Data compression • Zone maps • Direct-attached storage • With row storage you do unnecessary I/O • To get total amount, you have to read everything ID Age State Amount 123 20 CA 500 345 25 WA 250 678 40 FL 125 957 37 WA 375
  • 49. • With column storage, you only read the data you need ID Age State Amount 123 20 CA 500 345 25 WA 250 678 40 FL 125 957 37 WA 375 Amazon Redshift dramatically reduces I/O • Column storage • Data compression • Zone maps • Direct-attached storage
  • 50. analyze compression listing; Table | Column | Encoding ---------+----------------+---------- listing | listid | delta listing | sellerid | delta32k listing | eventid | delta32k listing | dateid | bytedict listing | numtickets | bytedict listing | priceperticket | delta32k listing | totalprice | mostly32 listing | listtime | raw Amazon Redshift dramatically reduces I/O • Column storage • Data compression • Zone maps • Direct-attached storage • COPY compresses automatically • You can analyze and override • More performance, less cost
  • 51. Amazon Redshift dramatically reduces I/O • Column storage • Data compression • Zone maps • Direct-attached storage 10 | 13 | 14 | 26 |… … | 100 | 245 | 324 375 | 393 | 417… … 512 | 549 | 623 637 | 712 | 809 … … | 834 | 921 | 959 10 324 375 623 637 959 • Track the minimum and maximum value for each block • Skip over blocks that don’t contain relevant data
  • 52. Amazon Redshift dramatically reduces I/O • Column storage • Data compression • Zone maps • Direct-attached storage DW.HS1.8XL: • > 2 GB/s scan rate • Optimized for data processing • High disk density DW.HS1.XL:
  • 53. Amazon Redshift: start small and grow big Dense Storage Node (dw1.xlarge) 2 TB, 16 GB RAM, 2 cores Dense Compute Node (dw2.large) 0.16 TB, 16 GB RAM, 2 cores Single Node (2 TB) Cluster 2-32 Nodes (up to 64 TB) 8XL Dense Storage Node (dw1.8xlarge) 16 TB, 128 GB RAM, 16 cores, 10 GigE 8XL Dense Compute Node (dw2.8xlarge) 2.56 TB, 128 GB RAM, 16 cores, 10 GigE Cluster 2-100 Nodes (up to 1.6 PB) Note: Nodes not to scale
  • 54. How Amazon Redshift billing works Monthly bill = N × Further details at http://aws.amazon.com/rds/pricing/ = 4 nodes * 720 hrs * $0.25 = $720 dw2.large; Oregon; On-Demand 2 vCPUs; 15 GiB RAM; 0.16 TB SSD
  • 55. Try Amazon Redshift with BI & ETL for Free! • http://aws.amazon.com/redshift/free-trial • 2 months, 750 hours/month to try our DW2.Large SSD instance with 160GB of compressed storage per node • Also try BI & ETL for free from nine partners at aws.amazon.com/redshift/partners
  • 57. Review: AWS Managed Database Services Amazon DynamoDB Key-value Amazon RDS SQL Amazon ElastiCache In-memory cache Amazon Redshift Data warehouse
  • 58. Benefits of AWS Database Services Pay only for what you use No up-front cost Fully managed services AWS handles installs, patching, restarts Easy to scale Grow as you need Designed for use with other AWS services Amazon EC2 Amazon S3 Amazon CloudWatch Amazon SNS Amazon VPC AWS Data Pipeline
  • 59. Pace of Innovation – a Bonus • Amazon RDS/PostgreSQL, new M3 instances • Amazon RDS/SQL Server TDE, version upgrade • Amazon RDS/Oracle TDE, 3TB/30K IOPS, version upgrade • Cross-region snapshot copy, parallel replica, chained replica • Multi-AZ SLA, log access, VPC groups, … Amazon RDS team launched 27+ features • ElastiCache: Redis Backup/Restore; 2.8.6 support • DynamoDB cross-region import/export, fine grained access control, global secondary indexes • DynamoDB local, geospatial indexing library NoSQL team launched 14+ features • Amazon Redshift dense compute nodes • Encryption with HSM support • Audit logging, Amazon SNS notification, snapshot sharing • Cross-region Amazon Redshift automatic backups • Faster resize, improved concurrency, distributed tables… Amazon Redshift team launched 22+ features
  • 60. AWS Marketplace • Find software to use with Amazon RDS, Amazon Redshift, DynamoDB, and ElastiCache • One-click deployments • Flexible pricing options http://aws.amazon.com/marketplace
  • 61. Try AWS database services for free Service Free to new customers every month for one year DynamoDB 100 MB of storage 5 units of write capacity 10 units of read capacity Amazon RDS 750 Micro DB instance hours 20 GB of DB Storage 20 GB for Backups 10 million I/O operations ElastiCache 750 Micro Cache Node instance hours