Lean & Mean on AWS: Cost-Effective Architectures. Constantin Gonzalez, Solutions Architect, AWS
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1
2 Lean & Mean on AWS: Cost-Effective Architectures Constantin Gonzalez, Solutions Architect, AWS
3 What you ll get out of this session A lower AWS bill A more scalable, robust, dynamic architecture More time to innovate Real-world customer examples Easy to implement
4 Cloud computing benefits Pay as you go, no up-front investments Low ongoing cost Flexible capacity Speed, agility, and innovation Focus on your business Go global in minutes
5 Cloud computing benefits Pay as you go, no up-front investments Low ongoing cost Flexible capacity Speed, agility, and innovation Focus on your business Go global in minutes
6 How to optimize for cost
7 Strategy 1: Do nothing
8 AWS pricing philosophy Infrastructure Innovation Reduced Prices More Customers Ecosystem Global Footprint New Features New Services Lower Infrastructure Costs Economies of Scale More Infrastructure More AWS Usage 48 price reductions since 2006
9 Strategy 2: Do almost nothing
10 AWS Trusted Advisor aws.amazon.com/premiumsupport/trustedadvisor/ Free with Business or Enterprise Support
11 Strategy 3: Optimize Architecture
12 The basic process
13 Architecting for low cost
14 1: Turn off unused instances
15 1: Turn off unused instances Developer, test, training instances Use simple instance start and stop Or tear down and build up all together Instances are disposable Automate, automate, automate: AWS CloudFormation Weekend/off-hours scripts Use tags
16 Customer dev/test example Monday Friday End of Vacation Season 35% saved
17 2: Use Auto Scaling
18 Auto Scaling
19 AWS CloudFormation: Launch Configuration "LaunchConfig": { "Type" : "AWS::AutoScaling::LaunchConfiguration", "Metadata" : { "AWS::CloudFormation::Init" : { "config" : { packages, sources, files, services } } }, "Properties": { "ImageId" : "ami-149f7863", "InstanceType" : "m1.small", "SecurityGroups" : [ {"Ref" : "WebServerSecurityGroup"} ], "KeyName" : "MySSHKey", "UserData" : { "Fn::Base64" : { "Fn::Join" : ["", [ "#!/bin/bash -v\n", your user data script ]]}} } }
20 AWS CloudFormation: Auto Scaling group "WebServerGroup" : { } "Type" : "AWS::AutoScaling::AutoScalingGroup", "Properties" : { } "AvailabilityZones" : [ ], "us-east-1a", "us-east-1b", "us-east-1c", "LaunchConfigurationName" : { "Ref" : "LaunchConfig" }, "MinSize" : 3", "MaxSize" : 6", "DesiredCapacity" : 3", "LoadBalancerNames" : [ { "Ref" : "ElasticLoadBalancer" } ]
21 Align your resources with demand
22 3: Use Reserved Instances
23 3: Use Reserved Instances 3y RI Break even 1y RI Break even
24 Reserved Instances are flexible Can be moved between AZs Can be moved between EC2- Classic and EC2-VPC platforms Size can be modified within the same instance family
25 Track Savings over Time
26 4: Use Spot Instances
27 Spot Instance rules Price based on supply/demand You choose your maximum price/hour Your instance is started if the Spot price is lower Your instance is terminated if the Spot price is higher But: You did plan for fault tolerance, didn t you?
28 Spot Instance example $3.28 (1367%) On-Demand: $0.24 $0.028 (11.7%) $0.026 (10,8%)
29 Spot Instances recap Very dynamic pricing Opportunity to save 80-90% cost But there are risks Different prices per AZ Leverage Auto Scaling! One group with Spot Instances One group with On-Demand Get the best of both worlds Coming soon: 2-minute Spot interruption warnings
30 5: Use Amazon S3 storage classes Reduced redundancy storage class 99.99% durability vs % Up to 20% savings Everything that is easy to reproduce Use Amazon SNS lost object notifications Amazon Glacier storage class Same % durability 3 to 5 hours restore time Up to 64% savings Archiving, long-term backups, and old data Use life-cycle rules
31 6. Optimize Amazon DynamoDB capacity units Read/write capacity units (CUs) determine most of DynamoDB cost By optimizing CUs, you can save a lot of money But: Need to provision enough capacity to not run into capacity errors Need to prepare for peaks Need to constantly monitor/adjust
32 Use caching to save read capacity units Local RAM caches at app server instances Check out Amazon ElastiCache Think of strategies for optimizing CU use Use multiple tables to support varied access patterns Understand access patterns for time series data Compress large attribute values Use Amazon SQS to buffer over-capacity writes
33 Amazon SQS can buffer requests
34 Dynamic DynamoDB
35 DynamoDB optimization example Dynamic DynamoDB: 20% saved Caching/Optimization: 80% saved Cache flush Growth + new features
36 7. Offload your architecture The more you can offload, the less infrastructure you need to maintain, scale, and pay for Three easy ways to offload: Use Amazon CloudFront Introduce caching Leverage existing Amazon web services
37 Offload popular traffic to Amazon S3 and CloudFront
38 Offload databases through caching
39 Leverage existing services Amazon RDS, Amazon DynamoDB or Amazon ElastiCache for Redis, Amazon Redshift Instead of running your own database Amazon CloudSearch Instead of running your own search engine Amazon Elastic Transcoder Amazon Elastic MapReduce Amazon Cognito, Amazon SQS, Amazon SNS, Amazon Simple Workflow Service, Amazon SES, Amazon Kinesis, and more Simple, more reliable, lower cost
40 Cost monitoring & analysis
41 AWS TCO calculator
42 AWS simple monthly calculator
43 AWS Billing Console
44 AWS Cost Explorer
45 AWS billing alerts
46 Let s recap 1. Turn off unused instances 2. Use Auto Scaling 3. Use Reserved Instances 4. Use Spot Instances 5. Leverage Amazon S3 storage classes 6. Optimize Amazon DynamoDB capacity units 7. Offload your architecture
47 and remember to iterate!
48
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