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AWSome Day 2016 - Module 4: Databases: Amazon DynamoDB and Amazon RDS
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AWSome Day 2016 - Module 4: Databases: Amazon DynamoDB and Amazon RDS
1.
1 Module 4 Databases
2.
2 SQL and NoSQL
Databases SQL NoSQL Data Storage Rows and Columns Key-Value Schemas Fixed Dynamic Querying Using SQL Focused on collection of documents Scalability Vertical Horizontal ISBN Title Author Format 9182932465265 Cloud Computing Concepts Wilson, Joe Paperback 3142536475869 The Database Guru Gomez, Maria eBook SQL NoSQL { ISBN: 9182932465265, Title: “Cloud Computing Concepts”, Author: “Wilson, Joe”, Format: “Paperback” } © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
3.
3 Data Storage Considerations •
No one size fits all. • Analyze your data requirements by considering: • Data formats • Data size • Query frequency • Data access speed • Data retention period © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
4.
4 AWS Managed Database
Services Compute Storage AWS Global Infrastructure Database App Services Deployment and Administration Networking Amazon DynamoDB Amazon ElastiCache Amazon RDS Amazon Redshift AWS Database Migration Service © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
5.
5 Amazon Relational Database
Service (RDS) • Cost-efficient and resizable capacity • Manages time-consuming database administration tasks • Access to the full capabilities of Amazon Aurora, MySQL, MariaDB, Microsoft SQL Server, Oracle, and PostgreSQL databases Amazon RDS © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
6.
6 Amazon RDS • Simple
and fast to deploy • Manages common database administrative tasks • Compatible with your applications • Fast, predictable performance • Simple and fast to scale • Secure • Cost-effective © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
7.
7 DB Instances • DB
Instances are the basic building blocks of Amazon RDS. • They are an isolated database environment in the cloud. • They can contain multiple user-created databases. © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
8.
8 How Amazon RDS
Backups Work Automatic Backups: • Restore your database to a point in time. • Are enabled by default. • Let you choose a retention period up to 35 days. Manual Snapshots: • Let you build a new database instance from a snapshot. • Are initiated by the user. • Persist until the user deletes them. • Are stored in Amazon S3. © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
9.
9 Cross-Region Snapshots • Are
a copy of a database snapshot stored in a different AWS Region. • Provide a backup for disaster recovery. • Can be used as a base for migration to a different region. © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
10.
10 Amazon RDS Security •
Run your DB instance in an Amazon VPC. • Use IAM policies to grant access to Amazon RDS resources. • Use security groups. • Use Secure Socket Layer (SSL) connections with DB instances (Amazon Aurora, Oracle, MySQL, MariaDB, PostgreSQL, Microsoft SQL Server). • Use Amazon RDS encryption to secure your RDS instances and snapshots at rest. • Use network encryption and transparent data encryption (TDE) with Oracle DB and Microsoft SQL Server instances. • Use the security features of your DB engine to control access to your DB instance. © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
11.
11 A Simple Application
Architecture Amazon RDS database instance Amazon EC2 Application Servers Elastic Load Balancing load balancer instance DB snapshots in Amazon S3 © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
12.
12 Multi-AZ RDS Deployment •
With Multi-AZ operation, your database is synchronously replicated to another Availability Zone in the same AWS Region. • Failover to the standby automatically occurs in case of master database failure. • Planned maintenance is applied first to standby databases. © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
13.
13 A Resilient, Durable
Application Architecture Amazon RDS database instances: Master and Multi-AZ standby Application, in Amazon EC2 instances Elastic Load Balancing load balancer instance DB snapshots in Amazon S3 © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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14 Amazon RDS Best
Practices • Monitor your memory, CPU, and storage usage. • Use Multi-AZ deployments to automatically provision and maintain a synchronous standby in a different Availability Zone. • Enable automatic backups. • Set the backup window to occur during the daily low in WriteIOPS. • To increase the I/O capacity of a DB instance: • Migrate to a DB instance class with high I/O capacity. • Convert from standard storage to provisioned IOPS storage and use a DB instance class optimized for provisioned IOPS. • Provision additional throughput capacity (if using provisioned IOPS storage). • If your client application is caching the DNS data of your DB instances, set a TTL of less than 30 seconds. • Test failover for your DB instance. © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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15 Amazon DynamoDB • Allows
you to store any amount of data with no limits. • Provides fast, predictable performance using SSDs. • Allows you to easily provision and change the request capacity needed for each table. • Is a fully managed, NoSQL database service. Amazon DynamoDB © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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16 DynamoDB Data Model Table: Music Items Attributes
(name-value pairs) Artist Song Title Album Title Year Genre © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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17 Primary Keys Partition Key Sort
Key Table: Music Partition Key: Artist Sort Key: Song Title (DynamoDB maintains a sorted index for both keys) Table: Music Artist Song Title Album Title Year Genre © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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18 Provisioned Throughput You specify
how much provisioned throughput capacity you need for reads and writes. Amazon DynamoDB allocates the necessary machine resources to meet your needs. © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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19 Supported Operations • Query: •
Query a table using the partition key and an optional sort key filter. • If the table has a secondary index, query using its key. • It is the most efficient way to retrieve items from a table or secondary index. • Scan: • You can scan a table or secondary index. • Scan reads every item – slower than querying. • You can use conditional expressions in both Query and Scan operations. © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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20 Simple Application Architecture Elastic
Load Balancing Amazon EC2 app instances Clients Amazon DynamoDB Business logic © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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21 Amazon RDS and
Amazon DynamoDB Factors Relational (Amazon RDS) NoSQL (Amazon DynamoDB) Application Type • Existing database apps • Business process–centric apps • New web-scale applications • Large number of small writes and reads Application Characteristics • Relational data models, transactions • Complex queries, joins, and updates • Simple data models, transactions • Range queries, simple updates Scaling Application or DBA–architected (clustering, partitions, sharding) Seamless, on-demand scaling based on application requirements QoS • Performance–depends on data model, indexing, query, and storage optimization • Reliability and availability • Durability • Performance–Automatically optimized by the system • Reliability and availability • Durability © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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22 Database Considerations If You
Need Consider Using A relational database service with minimal administration Amazon RDS • Choice of Amazon Aurora, MySQL, MariaDB, Microsoft SQL Server, Oracle, or PostgreSQL database engines • Scale compute and storage • Multi-AZ availability A fast, highly scalable NoSQL database service Amazon DynamoDB • Extremely fast performance • Seamless scalability and reliability • Low cost A database you can manage on your own Your choice of AMIs on Amazon EC2 and Amazon EBS that provide scale compute and storage, complete control over instances, and more. © 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
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