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AWS Webinar
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Amazon CloudWatch Container Insights
[AWS Black Belt Online Seminar]
Solutions Architect
2019/11/27

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( )
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•
AWS LambdaAWS Fargate

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AWS Black Belt Online Seminar
•
• Q&A blog
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① 吹き出しをクリック
② 質問を入力
③ Sendをクリック
Twitter
#awsblackbelt

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• 2019 11 27
AWS (http://aws.amazon.com)
• AWS
AWS
•
• AWS does not offer binding price quotes. AWS pricing is publicly available and is subject to
change in accordance with the AWS Customer Agreement available at
http://aws.amazon.com/agreement/. Any pricing information included in this document is provided
only as an estimate of usage charges for AWS services based on certain information that you
have provided. Monthly charges will be based on your actual use of AWS services, and may vary
from the estimates provided.

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• :
• Production
•
• :
•
• Container Insights

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•
•
• Amazon ECS
• Container Insights
• Container Insights
• Container Insights
•
•
•
•
•

7. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
•
•
• Amazon ECS
• Container Insights
• Container Insights
• Container Insights
•
•
•
•
•

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9. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
•
•
..etc

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•
Amazon ECS
Amazon Elastic Container
Service
Amazon Elastic
Kubernetes Service
Kubernetes
on
Amazon EC2

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Amazon ECS
グローバル展開
強力なスケジュールエンジン
オートスケーリング
CloudWatch 連携
(ログ/メトリクス/イベント)
ロードバランサー
コンテナレベルの
ネットワーク構成
高度なタスク配置
戦略
他のAWSサービスと
の連携
ECS CLI
Linux & Windows
コントロールプレーンとして提供
Amazon ECS

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ECS
• コンテナ(群)の実行単位
• タスクおよび各コンテナのCPUとメモリ
上限を指定し、それを元にスケジュールさ
れる
• 指定されたタスク数の維持
• ELBとの連携
• メトリクスに応じたオートスケール
• コンテナ実行環境である論理的なグループ
Elastic Load
Balancing

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Container Insights

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• CloudWatch
•
)
Container Insights
A B C Amazon CloudWatch
Logs
CPU 50%
CPU : 25% CPU : 99% CPU : 25%
Task

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• ECS
CloudWatch
•
App
Amazon CloudWatch
ECS ECS ECS
Container Insights
App App

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•
•
• Amazon ECS
• Container Insights
• Container Insights
• Container Insights
•
•
•
•
•

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Container Insights

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Amazon CloudWatch Container Insights
•
CloudWatch
• CloudWatch
• Container Insights
• AWS Amazon
ECS Amazon EKS Amazon EC2 Kubernetes
※ 2019/11/27 AWS Batch Container Insights

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Amazon CloudWatch Container Insights
• Amazon CloudWatch
A B C
CPU : 25% CPU : 99% CPU : 25%

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Amazon CloudWatch Container Insights
• Container Insights

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Amazon CloudWatch Container Insights
• CloudWatch Logs Insights X-Ray
• Container Insights
Container Insights
Amazon CloudWatch
Logs Insights
AWS X-Ray
•
•
CloudWatch Logs Insights
•
X-Ray

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Container Insights

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Container Insights (1)
• CloudWatch Container
Insights
• Container Insights

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Container Insights (2)
•
• ECS Clusters
• ECS Instances *1
• ECS Services
• ECS Tasks
ECS
*1 Fargate ECS Instances

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Container Insights (2)
•
ECS
*1 Fargate ECS Instances
• ECS Clusters
• ECS Instances *1
• ECS Services
• ECS Tasks

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Container Insights (3)
•

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Container Insights (3)
•
(container-demo
ecsdemo-frontend )

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Container Insights (4)
.
.
.
• ECS Task

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• Task performance CloudWatch Logs Insights X-Ray
•
Amazon CloudWatch
Logs Insights
•
•
•
AWS X-Ray
•

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• Cloudwatch Logs Insights
•
) Exception
Amazon CloudWatch
Logs Insights

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• CloudWatch Logs Insights
•
)
Amazon CloudWatch
Logs Insights

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•
•
Amazon CloudWatch
Logs Insights

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Amazon CloudWatch
Logs Insights•
•

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for EKS
https://docs.aws.amazon.com/ja_jp/AmazonCloudWatch/latest/monitoring/Container-Insights-view-metrics.html
◼︎Container Insights
stats pct(container_cpu_usage_total, 50) as CPUPercMedian by kubernetes.container_name
| filter Type="Container"
CPU ( )
stats avg(cluster_failed_node_count) as CountOfNodeFailures | filter Type="Cluster" | sort @timestamp
desc
( )
STATS avg(node_cpu_utilization) as avg_node_cpu_utilization by NodeName | SORT
avg_node_cpu_utilization DESC
CPU ( )
Count by container name: stats count() as countoferrors by kubernetes.container_name | filter
stream="stderr" | sort countoferrors desc
( )
Amazon CloudWatch
Logs Insights

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AWS X-Ray
•
•
• ..etc
• Container Insights X-Ray
X-Ray
App
X-Ray
request
response
AWS X-Ray
AWS X-Ray
) X-Ray
◼◼AWS X-Ray
https://docs.aws.amazon.com/ja_jp/xray/latest/devguide/aws-xray.html
AWS X-Ray
API

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Container Insights

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Container Insights ECS
• 2:
Container Insights
• AWS CloudFormation AWS Cloud Development Kit(CDK)
• IAM IAM
Container Insights

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• Container Insights
Container Insights ECS
 Container Insights
•
• IAM
• IAM
Container Insights

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• Container Insights
Container Insights ECS
 Container Insights AWS CLI
aws ecs put-account-setting-default --name containerInsights --value enabled --region us-
east-1
aws ecs put-account-setting --name containerInsights --value enabled --principal-arn
arn:aws:iam::aws_account_id:user/userName --region us-east-1
aws ecs put-account-setting --name containerInsights --value enabled --principal-arn
arn:aws:iam::aws_account_id:role/roleName --region us-east-1

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Container Insights ECS
• Container Insights Amazon ECS
• Container Insights AWS CLI
$ aws ecs update-cluster-settings --cluster <myCICluster> --settings
name=containerInsights,value=enabled
※ AWS CLI 1.16.200
https://docs.aws.amazon.com/ja_jp/AmazonCloudWatch/latest/monitoring/deploy-container-insights-ECS.html
◼◼Amazon ECS Container Insights

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Container Insights ECS
• Container Insights ECS Container
Insights

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Container Insights EKS Kubernetes on
EC2
Container Insights
https://docs.aws.amazon.com/ja_jp/AmazonCloudWatch/latest/monitoring/Container-Insights-prerequisites.html
◼◼Amazon EKS Kubernetes Container Insights
• EKS / Kubernetes on EC2
 Container Insights
 kubectl kubectl apply
• Kubernetes on EC2
 Kubernetes (RBAC)
 kubelet Webhook
 Docker

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Container Insights EKS Kubernetes on
EC2
Container Insights
https://docs.aws.amazon.com/ja_jp/AmazonCloudWatch/latest/monitoring/deploy-container-insights-EKS.html
◼◼Amazon EKS Kubernetes Container Insights
•
• CloudWatch CloudWatch DaemonSet
• CloudWatch Logs DaemonSet FluentD
•
• Amazon EKS (
CloudWatch Logs )
• StatsD CloudWatch (StatsD
)

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• Container Insights
CloudWatch Logs
•
• CloudWatch Logs Insights
Amazon CloudWatch
Logs
json
json
json
Container Insights
json

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•
https://docs.aws.amazon.com/ja_jp/AmazonCloudWatch/latest/monitoring/Container-Insights-reference-performance-logs-ECS.html
https://docs.aws.amazon.com/ja_jp/AmazonCloudWatch/latest/monitoring/Container-Insights-reference-performance-logs-EKS.html
◼︎Amazon ECS Container Insights
ID
CPU
(MB)
MemoryUtilized / MemoryReserved * 100
= 295 / 400
= 75 % [ ]
.
.
◼︎Amazon EKS Container Insights

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• CloudWatch Logs
• ECS /aws/ecs/containerinsights/< >/performance
• EKS /aws/containerInsights/< >/performance
) container-demo cluster container

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CloudWatch Logs Insights
• @message
• CpuUtilezed message.CpuUtilezed
) CpuUtilzed MemoryUtilized

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1.
ECS

52. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
•
•
Nginx Rails
256MiB
256
768MiB
768
250 /
250 /
128 /
128 /
CPU : 1024
: 1024MB
•
512MiB
512
1536MiB
1536
250 /
250 /
128 /
128 /
CPU : 2048
: 2048MB
Nginx Rails
•
)

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Container Insights
• Container Insights
•
Nginx Rails
680MiB
680
344MiB
344
250 /
250 /
128 /
128 /
Nginx Rails
256MiB
256
768MiB
768
250 /
250 /
128 /
128 /
CPU : 1024
: 1024MB
Container Insights
CPU : 1024
: 1024MB

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1. Container
• Container Insights ECS Tasks Container

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.2 Container
• ECS
container-a 256MB/CPU 128
container-b 256MB/CPU 128
container-a 384MB/CPU 192
container-b 128MB/CPU 64

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3. Container
• Container Insights

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2.

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A
•
•
•

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1.
•
•
• >

60. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
2. CPU
•
•
@message

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Container Insights
ECS Container Insights
:
10 Amazon EC2 50 20 5
1
CloudWatch :
8 + (6 * 20 ) + (11
* 5 ) = 183 CloudWatch
183 * 0.30USD = 54.90 USD
CloudWatch Logs :
Amazon ECS 1 13 KB
(13 KB/1024/1024) GB * 183 * 730 = 1.66 GB
1.66 GB * 0.50USD = 0.83USD
: 55.73 USD
https://aws.amazon.com/jp/cloudwatch/pricing/
◼︎AWS CloudWatch

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• Container Insights
CloudWatch
• Container Insights
• CloudWatch

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Q&A
AWS Japan Blog https://aws.amazon.com/jp/blogs/news/

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AWS AWS
https://amzn.to/JPArchive

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個別技術相談会
•
•

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AWS Webinar
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