SlideShare a Scribd company logo
1 of 75
Download to read offline
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
2019/8/19
JAWS-UG 2019/8/19
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
S W
S / Y/ /
/ D @ 0 A 2
D 1 @ J
A 90
• D S /
• 1 @
) (
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
•
• Amazon CloudWatch
•
•
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
CPU?
Memory?
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
“Monitoring is the action of observing and checking the behavior
and outputs of a system and its components over time.”
Mike Julian, Practical Monitoring: Effective Strategies for the Real World, O'Reilly Media
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
参考) Mike Julian, Practical Monitoring: Effective Strategies for the Real World, O'Reilly Media
AlerAng
AnalyAcs &
ReporAng
Visualization
Data Storage
Data Collection
/
CloudWatch
Amazon SNS
AWS Chatbot
Amazon Athena / QuickSight
Amazon Elasticsearch Service
CloudWatch Logs Insights
CloudWatch
Amazon Elasticsearch Service
AWS X-Ray
CloudWatch Metrics
CloudWatch Logs
Amazon S3
CloudWatch Metrics / Logs
CloudWatch
AWS X-Ray
AWS
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
参考) Mike Julian, Practical Monitoring: Effective Strategies for the Real World, O'Reilly Media
Alerting
Analytics &
Reporting
Visualization
Data Storage
Data Collection
/
CloudWatch
Amazon SNS
AWS Chatbot
Amazon Athena / QuickSight
Amazon Elasticsearch Service
CloudWatch Logs Insights
CloudWatch
Amazon Elasticsearch Service
AWS X-Ray
CloudWatch Metrics
CloudWatch Logs
Amazon S3
CloudWatch Metrics / Logs
CloudWatch
AWS X-Ray
AWS
/
Amazon Athena / QuickSight
Amazon Elasticsearch Service
CloudWatch Logs Insights
CloudWatch
Amazon Elasticsearch Service
AWS X-Ray
CloudWatch Metrics
CloudWatch Logs
Amazon S3
=
⊃
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
( )
/
CloudWatch -> Amazon SNS ->
AWS Chatbot -> Slack/Chime
CloudWatch -> Lambda -> JIRA
Software
CloudWatch
CloudWatch Logs -> Amazon Elasticsearch
Service (Kibana)
CloudWatch Logs
CloudWatch Logs Insights
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
( )
, Datadog
https://www.datadoghq.com/ja/blog/%E3%83%A2%E3%83%8B%E3%82%BF%E3%83%AA%E3%83%B3%E3%82%B0%E3%81%AE%E3%83%99%E3%82
%B9%E3%83%88%E3%83%97%E3%83%A9%E3%82%AF%E3%83%86%E3%82%A3%E3%82%B9/
/ …
CPU
…
( )
->
( )
->
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
•
•
•
•
•
•
•
“Mike Julian, Practical Monitoring: Effective Strategies for the Real World, O‘Reilly Media”の分類を元にメ
ンテナンスとコストの観点を追加
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
Amazon CloudWatch
[AWS Black Belt Online Seminar] Amazon CloudWatch
h9ps://www.slideshare.net/AmazonWebServicesJapan/20190326
-aws-black-belt-online-seminar-amazon-cloudwatch
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
CloudWatch Alarms
CloudWatch Events
CloudWatch Metrics
CloudWatch Logs
CloudWatch Logs Insights
AWS
CloudWatch Dashboardstime-baseevent-base
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
• CloudWatch
•
•
•
• CloudWatch
•
• AWS AWS/<service> ( : AWS/EC2)
• / ( InstanceId=i-12345678)
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
C
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
• % A8 , W _ e M dC W i
• W M s c W i
• FS % ur W FKlP dC aC Wo
• dC R 0, % D
0, %
ü I K W
LMEU
ü I K Wh
LMEU
ü C t KT
W N OE
ü % A8
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
• / t ic} d{ himpeosncin pd
• himpeosndn f a [ gln]eosnd w
eosn i r r gln
/ TP
FD L
P TH
31
1 P G
RDL
LNH
EDSH
1 STPN
eosnv
HRSLP . LG .
D H,IHE E - FI D-I
EI , GHTDL
T QH . 31 7 STD FH TDTH
FKD H :PTLILFDTLP
SP RFH . DWS"HF
DFFP T .
TLNH .
,. . ,A RH LP .
S WHST RHSP RFHS .
B DR .DWS.HF . S WHST
. ,- .L STD FH
L ,- DEFGHI C
GHTDL . L STD FH LG . L
,- DEFGHI
STDTH . THRNL DTHG Z Z
:
0 L T L
9DNEGD
8L HSLS
THQ
4 FTLP
ybu
HTF HTF
QPT 31
/
6HD TK
5 DRG
2 T
31
/ 7 FD
1PGH
LQH L H
4PRHKPSH 7 SQHFTPR
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
• l3 3 C n
• A a ) ( h
• c m t
• 1 C
CloudWatch Logs
C S W
C
AWS Lambda
Amazon Kinesis
Data Streams
Amazon Kinesis
Data Firehose
AWS
o
d
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
C
• g 5 W L ah
• 2 2 C L ah
• 1 0 / ld
8
c
C L
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
• , 1 (0) C 5
• C 5 2 5
• W
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
• 2 e kg 2 BA 8 p d z bmj f
ie kg ( (ouW l h
• Sc W 1 dws c zW L ay rtW b
• v e kg n
ü BA BG F
ü 2 08 F
ü 2 G :8F
ü 2 28 GD F 0G
ü BA /G D -GF
ü 2 BG .BD F BA
+ ( )
FFC ) BA B C B: 8HBC AFDB G A: F BF FBC 9BD
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
[ ]
•
•
•
•
•
•
•
“Mike Julian, Prac0cal Monitoring: Effec0ve Strategies for the Real World, O‘Reilly Media”の分類を元にメンテナンス
とコストの観点を追加
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
• gS g o g U cg
• h ( ( ) 2 ( ) t
Real User Monitoring l M M
c Sc
R
Synthetic Monitoring g e/ i
M c S
e ag
Lambda ns r
R
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
CloudWatch
P
U
CloudWatch
Events
)
UE L
)
WT P P
A F
Ceh ) (
C
TL
F L
Alarms
F
ab cd C
Web
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
• r M n M t
• ) ) ( A
M
e M
piAPI c g SQL c g
CloudWatch M
M
P
a c A o a CloudWatch Logs
P
f M l M f
M t m
AWS X-ray
P
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
D C
D
• D L S
• e D DL S
x
• a E d Es u
• 2 : ,2 D |
/ D
• ) W De W ih
/
• ( e c @ W
nt 2 : ,2
• lD (
• . . e c @ W
nt 2 :
• . . @
, . L S C
/ D
• wD e x
• , . L S o
###
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
A SX
A R -
W
[AWS Summit Tokyo 2019]
https://aws.amazon.com/jp/summits/tokyo-2019/
[AWS Summit Tokyo 2018] Application Performance Management (APM) on AWS
https://d1.awsstatic.com/events/jp/2018/summit/tokyo/aws/64.pdf
[AWS Black Belt Online Seminar] AWS X-Ray
https://www.slideshare.net/AmazonWebServicesJapan/aws-black-belt-online-seminar-2017-aws-xray
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
-
2
Elastic
Beanstalk
X-Ray
API
D A D
BD
X-Ray SDK/ D
C E
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
M
9
R 9
• T 9 9
• 55 / 2
• 55 / 2
• (// )
4 2 2
2
)
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
( )
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
) (
•
( )
(EC2 )
EC2 /OS
(CPU/Memory/Network/Disk/Process…)
CloudWatch (Hypervisor )
CloudWatch / (OS )
(ELB) Health …
CloudWatch
ALB
(RDS)
CPU/
…
CloudWatch
RDS (OS )
RDS
(Kinesis Data Streams /
SQS / Amazon MQ…)
/
…
CloudWatch
(Elasticache)
/
Evictions…
CloudWatch
…
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
1
1 / 2
CPU CloudWatch CPUUtilization
CPU
CloudWatch CPUCreditBalance and/or
CloudWatch Agent mem_free
CloudWatch NetworkIn / NetworkOut
IO CloudWatch DiskReadOps / DiskWriteOps
CloudWatch Agent disk_free and/or
CloudWatch Agent pid_count and
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
2 /
CloudWatch StatusCheckFailed_Instance CloudWatch Events
->
CloudWatch StatusCheckFailed_System CloudWatch Events
->
(Auto
Recovery)
CloudWatch Agent ->
CloudWatch Logs
- CloudWatch Logs
Metric Filter
https://docs.aws.amazon.com/ja_jp/AWSEC2/latest/UserGuide/viewing_metrics_with_cloudwatch.html
CloudWatch
https://docs.aws.amazon.com/ja_jp/AmazonCloudWatch/latest/monitoring/metrics-collected-by-
CloudWatch-agent.html
CloudWatch Agent
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
1/
1/ 2
DB eg eS
CPU 1
CloudWatch uly e CPUUtilization c r m
DB eg e
u y 2
CloudWatch uly e 22 2 2 c r m
p U a
el
d
(≠ egry t)
CloudWatch uly e 22 2 c r m and/or
ib l
egry t CloudWatch uly e 2 2,:21 c r m
y a CloudWatch uly e 2 c r m ans/or
ib l
A y e e l MC V ,
u y PF C RBL y c e l PR
M ce t S o s e
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
2
2 /
M CloudWatch M I and
L
M
( M T )
CloudWatch M I
D T CloudWatch M I and/or
CloudWatch Logs L
M
L S
https://docs.aws.amazon.com/ja_jp/AmazonRDS/latest/AuroraUserGuide/Aurora.Monitoring.html
CloudWatch M
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
• OSGD A
• A AD
• M 1 R E
O E
:: :. :
. . : / :
43
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
• c S_a e /A ) pG jinl
aR Da r G s - WD Nnl
44
US D D cd
/ jEh o
/A S_a e m
: / / /A /. : /A /
/ ( .
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
2 B
2 B /1
L P e CloudWatch
LP
5 R X
T gai CloudWatch
LP
R X
Hd A
EB _
CloudWatch
LP
5 4 R X and
chC e CloudWatch
LP
5 R X and
ELB 4XX / 5xx e
(ELB -> L )
CloudWatch
LP
5
5
R X and
4XX / 5xx
e ( -> ELB)
CloudWatch
LP
5
5
R X and
• 5 5
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
/
/ 2
C P CloudWatch
L
AB H F
N P CloudWatch
L
AB H F
CloudWatch
L
AB H F
B CloudWatch
L
AB H F and
•
ALB CloudWatch L
https://docs.aws.amazon.com/ja_jp/elasticloadbalancing/latest/application/load-balancer-cloudwatch-metrics.html
NLB CloudWatch L
https://docs.aws.amazon.com/ja_jp/elasticloadbalancing/latest/network/load-balancer-cloudwatch-metrics.html
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
u I l CloudWatch T
P
. R
PT g
t e
CloudWatch T
P
. . R and
T
EmEPa W T r CloudWatch T
P
. . R and
T
p mEPa W T r CloudWatch T
P
. . . R and
T
CloudWatch T Pd
https://docs.aws.amazon.com/ja_jp/streams/latest/dev/monitoring-with-cloudwatch.html
cM xi A G a T P nso
(hv PT a)
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
V CloudWatch
NA
S CloudWatch
NA
and
M
CloudWatch
NA
and
M
CloudWatch NA O
https://docs.aws.amazon.com/ja_jp/AWSSimpleQueueService/latest/SQSDeveloperGuide/sqs-available-
cloudwatch-metrics.html
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
• P P S A) D C S
• T P ET E A
S 2) 2 ( W c
e i
P
P S
P P S CloudWatchVP
(EC2 NetworkIn, NetworkOut)
P
S
VPCD C P S VPC S
VPC P S
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
eac C cjf a hg h
A / 1 0
eac C o f C
cjf a Er
ikb lCg eac C
lCl /113 3 3 31 R
cjf a
hg hW odW SR st
t Ag a o A
u
,( ,3 A) / 1 /1 3
/13 eac C o f C
cjf a P
p L / 1
p pD
VPC
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
52
• s ri G
• o VW c X le s
NVW s ri y y G
• krsVPT W
CD A 8: )8 8 9 A ) G
• s ri 7 ( 4 U
n T krsX G
• ta 3A8 B C 8C D8E PT
( 2a d sL X PT
NV G
• I S krsX G
•
• o L CA w c UI NV
• krs CA w c UI
W
VPC
Auto Scaling group
Instance Instance
krs )
krs
y y
EC2c
o
7 ( 4 U
n T
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
•
AWS Config / Config
CloudTrail + CloudWatch
AWS Systems Manager
AWS API OS AWS CloudTrail (API)
AWS Systems Manager Session Manager
(OS / )
RDS
Amazon GuardDuty
AWS WAF
W ( ) i A 1 1 ( )
AWS Config
IDS/IPS
AWS Config
Amazon GuardDuty
Service Control Policy
AWS CloudTrail AWS Config
AWS CloudTrail + Amazon CloudWatch
root
IP AWS Config Rule Security Group SSH
0.0.0.0/0
000
, 2 A S1 9 T1
o 9 k m
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
• A
S
•
• i n 0
• i
• f W i
• 3 g
• i
• C N
N W A
https://www.slideshare.net/AmazonWebServicesJapan/20190618-aws-black-
belt-online-seminar-aws-config
o
[AWS Black Belt Online Seminar] AWS Config
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
m 2 B
W
A
B
• S
• C
L
• (
• bd E
• ( ) )B B
• a
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
( ) 3
• ( I C A
• K M
• S N T I
• C
• W L E
/ li Ccm
• IgA on
• / cm
• )
• 3 gdha
)
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
• AWS CLI SSM Agent
Windows PowerShell
• SSM Agent→SSM API OK
• OS IAM SSMSessionRunAs
• AWS CLI
IAM Policy
• OS S3 / CloudWatch Logs
• "bash"
• PrivateLink
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
o n s tgC r F L CA w Ie Sd I
W
a
WS tv
Amazon GuardDuty I L W tg
o n ED N
VP W s uv
dTED
lrW
i
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
Amazon
GuardDuty
VPC flow logs
DNS Logs
CloudTrail
HIGH
MEDIUM
LOW
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
•
AWS Budgets
/
Trusted Advosor
EC2
EC2 (RI)
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
Ø
Ø A E
C E C E
A
Ø h a A
nb
Ø
Ø N A W
Ø
Ø A m o A S
Ø
) (
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
/
•
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
•
0 1P
•
P
• P 0 U 4
C U
U U %
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
RI ( )
https://techlife.cookpad.com/entry/cost-and-ri-optimization-in-cookpad
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
• A A A
AWS AWS Personal Health Dashboard
A A A A Personal Health Dashboard
A A
API
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
_ _S Gcg EGcg
Ae C _U _ d a
_ G W cg
ih _ _ Ge _
- : : 2 2 .: :. -. / : .: : : . : .-
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
- #
2
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
ü 3 AWS
ü CloudWatch Event Lambda API rd Party
ü CloudTrail SNSTopic S3
Personal Health Dashboard 3
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
•
( OS )
• / “the right tool for the job”
1 ”One size doesn’t fit all.”
❌ ⭕ /
•
• ”Design For Failure”
(Multi-AZ Auto Scaling Auto Recovery )
•
• (Cloudwatch Agent )
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
• Mike Julian, Practical Monitoring: Effective Strategies for the Real World,
O'Reilly Media
• [AWS Black Belt Online Seminar] Amazon Cloudwatch
https://www.slideshare.net/AmazonWebServicesJapan/20190326-aws-black-belt-online-
seminar-amazon-cloudwatch
• [AWS Summit Tokyo 2019]
https://aws.amazon.com/jp/summits/tokyo-2019/
• [AWS Summit Tokyo 2018] Application Performance Management (APM)
on AWS
https://d1.awsstatic.com/events/jp/2018/summit/tokyo/aws/64.pdf
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
• [AWS Black Belt Online Seminar] AWS Config
https://www.slideshare.net/AmazonWebServicesJapan/20190618-aws-black-belt-online-
seminar-aws-config
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
Thank you!

More Related Content

What's hot

What's hot (20)

20210127 AWS Black Belt Online Seminar Amazon Redshift 運用管理
20210127 AWS Black Belt Online Seminar Amazon Redshift 運用管理20210127 AWS Black Belt Online Seminar Amazon Redshift 運用管理
20210127 AWS Black Belt Online Seminar Amazon Redshift 運用管理
 
AWS Black Belt Tech シリーズ 2015 - AWS WAF
AWS Black Belt Tech シリーズ 2015 - AWS WAFAWS Black Belt Tech シリーズ 2015 - AWS WAF
AWS Black Belt Tech シリーズ 2015 - AWS WAF
 
20190604 AWS Black Belt Online Seminar Amazon Simple Notification Service (SNS)
20190604 AWS Black Belt Online Seminar Amazon Simple Notification Service (SNS)20190604 AWS Black Belt Online Seminar Amazon Simple Notification Service (SNS)
20190604 AWS Black Belt Online Seminar Amazon Simple Notification Service (SNS)
 
20201028 AWS Black Belt Online Seminar Amazon CloudFront deep dive
20201028 AWS Black Belt Online Seminar Amazon CloudFront deep dive20201028 AWS Black Belt Online Seminar Amazon CloudFront deep dive
20201028 AWS Black Belt Online Seminar Amazon CloudFront deep dive
 
20190129 AWS Black Belt Online Seminar AWS Identity and Access Management (AW...
20190129 AWS Black Belt Online Seminar AWS Identity and Access Management (AW...20190129 AWS Black Belt Online Seminar AWS Identity and Access Management (AW...
20190129 AWS Black Belt Online Seminar AWS Identity and Access Management (AW...
 
20190911 AWS Black Belt Online Seminar AWS Batch
20190911 AWS Black Belt Online Seminar AWS Batch20190911 AWS Black Belt Online Seminar AWS Batch
20190911 AWS Black Belt Online Seminar AWS Batch
 
AWS Black Belt - AWS Glue
AWS Black Belt - AWS GlueAWS Black Belt - AWS Glue
AWS Black Belt - AWS Glue
 
AWS Black Belt online seminar 2017 Snowball
AWS Black Belt online seminar 2017 SnowballAWS Black Belt online seminar 2017 Snowball
AWS Black Belt online seminar 2017 Snowball
 
20190220 AWS Black Belt Online Seminar Amazon S3 / Glacier
20190220 AWS Black Belt Online Seminar Amazon S3 / Glacier20190220 AWS Black Belt Online Seminar Amazon S3 / Glacier
20190220 AWS Black Belt Online Seminar Amazon S3 / Glacier
 
20191016 AWS Black Belt Online Seminar Amazon Route 53 Resolver
20191016 AWS Black Belt Online Seminar Amazon Route 53 Resolver20191016 AWS Black Belt Online Seminar Amazon Route 53 Resolver
20191016 AWS Black Belt Online Seminar Amazon Route 53 Resolver
 
20190730 AWS Black Belt Online Seminar Amazon CloudFrontの概要
20190730 AWS Black Belt Online Seminar Amazon CloudFrontの概要20190730 AWS Black Belt Online Seminar Amazon CloudFrontの概要
20190730 AWS Black Belt Online Seminar Amazon CloudFrontの概要
 
20190130 AWS Black Belt Online Seminar AWS Identity and Access Management (AW...
20190130 AWS Black Belt Online Seminar AWS Identity and Access Management (AW...20190130 AWS Black Belt Online Seminar AWS Identity and Access Management (AW...
20190130 AWS Black Belt Online Seminar AWS Identity and Access Management (AW...
 
20190326 AWS Black Belt Online Seminar Amazon CloudWatch
20190326 AWS Black Belt Online Seminar Amazon CloudWatch20190326 AWS Black Belt Online Seminar Amazon CloudWatch
20190326 AWS Black Belt Online Seminar Amazon CloudWatch
 
AWS Black Belt Online Seminar 2018 AWS Certificate Manager
AWS Black Belt Online Seminar 2018 AWS Certificate ManagerAWS Black Belt Online Seminar 2018 AWS Certificate Manager
AWS Black Belt Online Seminar 2018 AWS Certificate Manager
 
ビッグデータサービス群のおさらい & AWS Data Pipeline
ビッグデータサービス群のおさらい & AWS Data Pipelineビッグデータサービス群のおさらい & AWS Data Pipeline
ビッグデータサービス群のおさらい & AWS Data Pipeline
 
20210317 AWS Black Belt Online Seminar Amazon MQ
20210317 AWS Black Belt Online Seminar Amazon MQ 20210317 AWS Black Belt Online Seminar Amazon MQ
20210317 AWS Black Belt Online Seminar Amazon MQ
 
20200722 AWS Black Belt Online Seminar AWSアカウント シングルサインオンの設計と運用
20200722 AWS Black Belt Online Seminar AWSアカウント シングルサインオンの設計と運用20200722 AWS Black Belt Online Seminar AWSアカウント シングルサインオンの設計と運用
20200722 AWS Black Belt Online Seminar AWSアカウント シングルサインオンの設計と運用
 
20200714 AWS Black Belt Online Seminar Amazon Neptune
20200714 AWS Black Belt Online Seminar Amazon Neptune20200714 AWS Black Belt Online Seminar Amazon Neptune
20200714 AWS Black Belt Online Seminar Amazon Neptune
 
20200826 AWS Black Belt Online Seminar AWS CloudFormation
20200826 AWS Black Belt Online Seminar AWS CloudFormation 20200826 AWS Black Belt Online Seminar AWS CloudFormation
20200826 AWS Black Belt Online Seminar AWS CloudFormation
 
20190312 AWS Black Belt Online Seminar AWS Well-Architected Frameworkによるコスト最適化
20190312 AWS Black Belt Online Seminar AWS Well-Architected Frameworkによるコスト最適化20190312 AWS Black Belt Online Seminar AWS Well-Architected Frameworkによるコスト最適化
20190312 AWS Black Belt Online Seminar AWS Well-Architected Frameworkによるコスト最適化
 

Similar to 20190819 AWS におけるモニタリング 議論のための観点総ざらえ

Similar to 20190819 AWS におけるモニタリング 議論のための観点総ざらえ (20)

20190223 JAWSDAYS 2019 AWS の Management Tools を使ったハイブリッドアーキテクチャ
20190223 JAWSDAYS 2019 AWS の Management Tools を使ったハイブリッドアーキテクチャ20190223 JAWSDAYS 2019 AWS の Management Tools を使ったハイブリッドアーキテクチャ
20190223 JAWSDAYS 2019 AWS の Management Tools を使ったハイブリッドアーキテクチャ
 
AWS CodeStar 및 Cloud9을 통한 서버리스(Serverless) 앱 개발 길잡이 - 윤석찬 (AWS 테크에반젤리스트)
AWS CodeStar 및 Cloud9을 통한 서버리스(Serverless) 앱 개발 길잡이 - 윤석찬 (AWS 테크에반젤리스트)AWS CodeStar 및 Cloud9을 통한 서버리스(Serverless) 앱 개발 길잡이 - 윤석찬 (AWS 테크에반젤리스트)
AWS CodeStar 및 Cloud9을 통한 서버리스(Serverless) 앱 개발 길잡이 - 윤석찬 (AWS 테크에반젤리스트)
 
20190702 エッジコンピューティングとソラコムで広がるAIoTの世界
20190702 エッジコンピューティングとソラコムで広がるAIoTの世界20190702 エッジコンピューティングとソラコムで広がるAIoTの世界
20190702 エッジコンピューティングとソラコムで広がるAIoTの世界
 
[AWS Start-up ゼミ / DevDay 編] よくある課題を一気に解説! 御社の技術レベルがアップする 2018 秋期講習
[AWS Start-up ゼミ / DevDay 編] よくある課題を一気に解説! 御社の技術レベルがアップする 2018 秋期講習[AWS Start-up ゼミ / DevDay 編] よくある課題を一気に解説! 御社の技術レベルがアップする 2018 秋期講習
[AWS Start-up ゼミ / DevDay 編] よくある課題を一気に解説! 御社の技術レベルがアップする 2018 秋期講習
 
20190306 AWS Black Belt Online Seminar Amazon EC2 スポットインスタンス
20190306 AWS Black Belt Online Seminar Amazon EC2 スポットインスタンス20190306 AWS Black Belt Online Seminar Amazon EC2 スポットインスタンス
20190306 AWS Black Belt Online Seminar Amazon EC2 スポットインスタンス
 
Amazon Polly와 Cloud9을 활용한 서버리스 웹 애플리케이션 및 CI/CD 배포 프로세스 구축 (김현수, AWS 솔루션즈 아키텍...
Amazon Polly와 Cloud9을 활용한 서버리스 웹 애플리케이션 및 CI/CD 배포 프로세스 구축 (김현수, AWS 솔루션즈 아키텍...Amazon Polly와 Cloud9을 활용한 서버리스 웹 애플리케이션 및 CI/CD 배포 프로세스 구축 (김현수, AWS 솔루션즈 아키텍...
Amazon Polly와 Cloud9을 활용한 서버리스 웹 애플리케이션 및 CI/CD 배포 프로세스 구축 (김현수, AWS 솔루션즈 아키텍...
 
Devsumi2019 dynamodb
Devsumi2019 dynamodbDevsumi2019 dynamodb
Devsumi2019 dynamodb
 
신입 개발자가 스타트업에서 AWS로 살아남는 이야기 - 조용진, 모두의 캠퍼스 :: AWS Summit Seoul 2019
신입 개발자가 스타트업에서 AWS로 살아남는 이야기 - 조용진, 모두의 캠퍼스 :: AWS Summit Seoul 2019신입 개발자가 스타트업에서 AWS로 살아남는 이야기 - 조용진, 모두의 캠퍼스 :: AWS Summit Seoul 2019
신입 개발자가 스타트업에서 AWS로 살아남는 이야기 - 조용진, 모두의 캠퍼스 :: AWS Summit Seoul 2019
 
AWS Lambda@Edge でできること!
AWS Lambda@Edge でできること!AWS Lambda@Edge でできること!
AWS Lambda@Edge でできること!
 
Future of Enterprise IT
Future of Enterprise ITFuture of Enterprise IT
Future of Enterprise IT
 
AWS 主題演講:聚焦企業工作負載 (enterprise workloads) 與全球案例分享
AWS 主題演講:聚焦企業工作負載 (enterprise workloads) 與全球案例分享AWS 主題演講:聚焦企業工作負載 (enterprise workloads) 與全球案例分享
AWS 主題演講:聚焦企業工作負載 (enterprise workloads) 與全球案例分享
 
AWS 기반 지속 가능한 데이터 분석 플랫폼 구축하기 - 소성운, 지그재그 :: AWS Summit Seoul 2019
AWS 기반 지속 가능한 데이터 분석 플랫폼 구축하기 - 소성운, 지그재그 :: AWS Summit Seoul 2019AWS 기반 지속 가능한 데이터 분석 플랫폼 구축하기 - 소성운, 지그재그 :: AWS Summit Seoul 2019
AWS 기반 지속 가능한 데이터 분석 플랫폼 구축하기 - 소성운, 지그재그 :: AWS Summit Seoul 2019
 
Re:cap día 2 del Aws Re:Invent 2023 - AWS UG Chile
Re:cap día 2 del Aws Re:Invent 2023 - AWS UG ChileRe:cap día 2 del Aws Re:Invent 2023 - AWS UG Chile
Re:cap día 2 del Aws Re:Invent 2023 - AWS UG Chile
 
IVS CTO Night And Day 2018 Winter - [re:Cap] AI & ML Services
IVS CTO Night And Day 2018 Winter - [re:Cap] AI & ML ServicesIVS CTO Night And Day 2018 Winter - [re:Cap] AI & ML Services
IVS CTO Night And Day 2018 Winter - [re:Cap] AI & ML Services
 
AWS Initiate - DevOps do Jeito Amazon
AWS Initiate - DevOps do Jeito AmazonAWS Initiate - DevOps do Jeito Amazon
AWS Initiate - DevOps do Jeito Amazon
 
AWS 인공지능 서비스와 서버리스 서비스를 이용한 동영상 분석 서비스 구축하기 (김현수/황윤상, AWS 솔루션즈 아키텍트) :: AWS D...
AWS 인공지능 서비스와 서버리스 서비스를 이용한 동영상 분석 서비스 구축하기 (김현수/황윤상, AWS 솔루션즈 아키텍트) :: AWS D...AWS 인공지능 서비스와 서버리스 서비스를 이용한 동영상 분석 서비스 구축하기 (김현수/황윤상, AWS 솔루션즈 아키텍트) :: AWS D...
AWS 인공지능 서비스와 서버리스 서비스를 이용한 동영상 분석 서비스 구축하기 (김현수/황윤상, AWS 솔루션즈 아키텍트) :: AWS D...
 
How AWS builds Serverless services using Serverless
How AWS builds Serverless services using ServerlessHow AWS builds Serverless services using Serverless
How AWS builds Serverless services using Serverless
 
AWS Cloud9과 Workspace만으로 PC없는 개발환경 활용기 (박성용, 허밍랩) :: AWS DevDay 2018
AWS Cloud9과 Workspace만으로 PC없는 개발환경 활용기 (박성용, 허밍랩) :: AWS DevDay 2018AWS Cloud9과 Workspace만으로 PC없는 개발환경 활용기 (박성용, 허밍랩) :: AWS DevDay 2018
AWS Cloud9과 Workspace만으로 PC없는 개발환경 활용기 (박성용, 허밍랩) :: AWS DevDay 2018
 
AWS Lambda 자세히 살펴보기 (조성열, AWS 시스템 엔지니어) :: AWS DevDay2018
AWS Lambda 자세히 살펴보기 (조성열, AWS 시스템 엔지니어) :: AWS DevDay2018AWS Lambda 자세히 살펴보기 (조성열, AWS 시스템 엔지니어) :: AWS DevDay2018
AWS Lambda 자세히 살펴보기 (조성열, AWS 시스템 엔지니어) :: AWS DevDay2018
 
Racing with Artificial Intelligence
Racing with Artificial IntelligenceRacing with Artificial Intelligence
Racing with Artificial Intelligence
 

More from Amazon Web Services Japan

More from Amazon Web Services Japan (20)

202205 AWS Black Belt Online Seminar Amazon VPC IP Address Manager (IPAM)
202205 AWS Black Belt Online Seminar Amazon VPC IP Address Manager (IPAM)202205 AWS Black Belt Online Seminar Amazon VPC IP Address Manager (IPAM)
202205 AWS Black Belt Online Seminar Amazon VPC IP Address Manager (IPAM)
 
202205 AWS Black Belt Online Seminar Amazon FSx for OpenZFS
202205 AWS Black Belt Online Seminar Amazon FSx for OpenZFS202205 AWS Black Belt Online Seminar Amazon FSx for OpenZFS
202205 AWS Black Belt Online Seminar Amazon FSx for OpenZFS
 
202204 AWS Black Belt Online Seminar AWS IoT Device Defender
202204 AWS Black Belt Online Seminar AWS IoT Device Defender202204 AWS Black Belt Online Seminar AWS IoT Device Defender
202204 AWS Black Belt Online Seminar AWS IoT Device Defender
 
Infrastructure as Code (IaC) 談義 2022
Infrastructure as Code (IaC) 談義 2022Infrastructure as Code (IaC) 談義 2022
Infrastructure as Code (IaC) 談義 2022
 
202204 AWS Black Belt Online Seminar Amazon Connect を活用したオンコール対応の実現
202204 AWS Black Belt Online Seminar Amazon Connect を活用したオンコール対応の実現202204 AWS Black Belt Online Seminar Amazon Connect を活用したオンコール対応の実現
202204 AWS Black Belt Online Seminar Amazon Connect を活用したオンコール対応の実現
 
202204 AWS Black Belt Online Seminar Amazon Connect Salesforce連携(第1回 CTI Adap...
202204 AWS Black Belt Online Seminar Amazon Connect Salesforce連携(第1回 CTI Adap...202204 AWS Black Belt Online Seminar Amazon Connect Salesforce連携(第1回 CTI Adap...
202204 AWS Black Belt Online Seminar Amazon Connect Salesforce連携(第1回 CTI Adap...
 
Amazon Game Tech Night #25 ゲーム業界向け機械学習最新状況アップデート
Amazon Game Tech Night #25 ゲーム業界向け機械学習最新状況アップデートAmazon Game Tech Night #25 ゲーム業界向け機械学習最新状況アップデート
Amazon Game Tech Night #25 ゲーム業界向け機械学習最新状況アップデート
 
20220409 AWS BLEA 開発にあたって検討したこと
20220409 AWS BLEA 開発にあたって検討したこと20220409 AWS BLEA 開発にあたって検討したこと
20220409 AWS BLEA 開発にあたって検討したこと
 
202202 AWS Black Belt Online Seminar AWS Managed Rules for AWS WAF の活用
202202 AWS Black Belt Online Seminar AWS Managed Rules for AWS WAF の活用202202 AWS Black Belt Online Seminar AWS Managed Rules for AWS WAF の活用
202202 AWS Black Belt Online Seminar AWS Managed Rules for AWS WAF の活用
 
202203 AWS Black Belt Online Seminar Amazon Connect Tasks.pdf
202203 AWS Black Belt Online Seminar Amazon Connect Tasks.pdf202203 AWS Black Belt Online Seminar Amazon Connect Tasks.pdf
202203 AWS Black Belt Online Seminar Amazon Connect Tasks.pdf
 
SaaS テナント毎のコストを把握するための「AWS Application Cost Profiler」のご紹介
SaaS テナント毎のコストを把握するための「AWS Application Cost Profiler」のご紹介SaaS テナント毎のコストを把握するための「AWS Application Cost Profiler」のご紹介
SaaS テナント毎のコストを把握するための「AWS Application Cost Profiler」のご紹介
 
Amazon QuickSight の組み込み方法をちょっぴりDD
Amazon QuickSight の組み込み方法をちょっぴりDDAmazon QuickSight の組み込み方法をちょっぴりDD
Amazon QuickSight の組み込み方法をちょっぴりDD
 
マルチテナント化で知っておきたいデータベースのこと
マルチテナント化で知っておきたいデータベースのことマルチテナント化で知っておきたいデータベースのこと
マルチテナント化で知っておきたいデータベースのこと
 
機密データとSaaSは共存しうるのか!?セキュリティー重視のユーザー層を取り込む為のネットワーク通信のアプローチ
機密データとSaaSは共存しうるのか!?セキュリティー重視のユーザー層を取り込む為のネットワーク通信のアプローチ機密データとSaaSは共存しうるのか!?セキュリティー重視のユーザー層を取り込む為のネットワーク通信のアプローチ
機密データとSaaSは共存しうるのか!?セキュリティー重視のユーザー層を取り込む為のネットワーク通信のアプローチ
 
パッケージソフトウェアを簡単にSaaS化!?既存の資産を使ったSaaS化手法のご紹介
パッケージソフトウェアを簡単にSaaS化!?既存の資産を使ったSaaS化手法のご紹介パッケージソフトウェアを簡単にSaaS化!?既存の資産を使ったSaaS化手法のご紹介
パッケージソフトウェアを簡単にSaaS化!?既存の資産を使ったSaaS化手法のご紹介
 
202202 AWS Black Belt Online Seminar Amazon Connect Customer Profiles
202202 AWS Black Belt Online Seminar Amazon Connect Customer Profiles202202 AWS Black Belt Online Seminar Amazon Connect Customer Profiles
202202 AWS Black Belt Online Seminar Amazon Connect Customer Profiles
 
Amazon Game Tech Night #24 KPIダッシュボードを最速で用意するために
Amazon Game Tech Night #24 KPIダッシュボードを最速で用意するためにAmazon Game Tech Night #24 KPIダッシュボードを最速で用意するために
Amazon Game Tech Night #24 KPIダッシュボードを最速で用意するために
 
202202 AWS Black Belt Online Seminar AWS SaaS Boost で始めるSaaS開発⼊⾨
202202 AWS Black Belt Online Seminar AWS SaaS Boost で始めるSaaS開発⼊⾨202202 AWS Black Belt Online Seminar AWS SaaS Boost で始めるSaaS開発⼊⾨
202202 AWS Black Belt Online Seminar AWS SaaS Boost で始めるSaaS開発⼊⾨
 
[20220126] JAWS-UG 2022初頭までに葬ったAWSアンチパターン大紹介
[20220126] JAWS-UG 2022初頭までに葬ったAWSアンチパターン大紹介[20220126] JAWS-UG 2022初頭までに葬ったAWSアンチパターン大紹介
[20220126] JAWS-UG 2022初頭までに葬ったAWSアンチパターン大紹介
 
202111 AWS Black Belt Online Seminar AWSで構築するSmart Mirrorのご紹介
202111 AWS Black Belt Online Seminar AWSで構築するSmart Mirrorのご紹介202111 AWS Black Belt Online Seminar AWSで構築するSmart Mirrorのご紹介
202111 AWS Black Belt Online Seminar AWSで構築するSmart Mirrorのご紹介
 

Recently uploaded

CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
giselly40
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
vu2urc
 

Recently uploaded (20)

🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Evaluating the top large language models.pdf
Evaluating the top large language models.pdfEvaluating the top large language models.pdf
Evaluating the top large language models.pdf
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 

20190819 AWS におけるモニタリング 議論のための観点総ざらえ

  • 1. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark 2019/8/19 JAWS-UG 2019/8/19
  • 2. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark S W S / Y/ / / D @ 0 A 2 D 1 @ J A 90 • D S / • 1 @ ) (
  • 3. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark • • Amazon CloudWatch • •
  • 4. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
  • 5. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark CPU? Memory?
  • 6. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark “Monitoring is the action of observing and checking the behavior and outputs of a system and its components over time.” Mike Julian, Practical Monitoring: Effective Strategies for the Real World, O'Reilly Media
  • 7. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark 参考) Mike Julian, Practical Monitoring: Effective Strategies for the Real World, O'Reilly Media AlerAng AnalyAcs & ReporAng Visualization Data Storage Data Collection / CloudWatch Amazon SNS AWS Chatbot Amazon Athena / QuickSight Amazon Elasticsearch Service CloudWatch Logs Insights CloudWatch Amazon Elasticsearch Service AWS X-Ray CloudWatch Metrics CloudWatch Logs Amazon S3 CloudWatch Metrics / Logs CloudWatch AWS X-Ray AWS
  • 8. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark 参考) Mike Julian, Practical Monitoring: Effective Strategies for the Real World, O'Reilly Media Alerting Analytics & Reporting Visualization Data Storage Data Collection / CloudWatch Amazon SNS AWS Chatbot Amazon Athena / QuickSight Amazon Elasticsearch Service CloudWatch Logs Insights CloudWatch Amazon Elasticsearch Service AWS X-Ray CloudWatch Metrics CloudWatch Logs Amazon S3 CloudWatch Metrics / Logs CloudWatch AWS X-Ray AWS / Amazon Athena / QuickSight Amazon Elasticsearch Service CloudWatch Logs Insights CloudWatch Amazon Elasticsearch Service AWS X-Ray CloudWatch Metrics CloudWatch Logs Amazon S3 = ⊃
  • 9. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark ( ) / CloudWatch -> Amazon SNS -> AWS Chatbot -> Slack/Chime CloudWatch -> Lambda -> JIRA Software CloudWatch CloudWatch Logs -> Amazon Elasticsearch Service (Kibana) CloudWatch Logs CloudWatch Logs Insights
  • 10. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark ( ) , Datadog https://www.datadoghq.com/ja/blog/%E3%83%A2%E3%83%8B%E3%82%BF%E3%83%AA%E3%83%B3%E3%82%B0%E3%81%AE%E3%83%99%E3%82 %B9%E3%83%88%E3%83%97%E3%83%A9%E3%82%AF%E3%83%86%E3%82%A3%E3%82%B9/ / … CPU … ( ) -> ( ) ->
  • 11. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark • • • • • • • “Mike Julian, Practical Monitoring: Effective Strategies for the Real World, O‘Reilly Media”の分類を元にメ ンテナンスとコストの観点を追加
  • 12. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Amazon CloudWatch [AWS Black Belt Online Seminar] Amazon CloudWatch h9ps://www.slideshare.net/AmazonWebServicesJapan/20190326 -aws-black-belt-online-seminar-amazon-cloudwatch
  • 13. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark CloudWatch Alarms CloudWatch Events CloudWatch Metrics CloudWatch Logs CloudWatch Logs Insights AWS CloudWatch Dashboardstime-baseevent-base
  • 14. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark • CloudWatch • • • • CloudWatch • • AWS AWS/<service> ( : AWS/EC2) • / ( InstanceId=i-12345678)
  • 15. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark C
  • 16. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark • % A8 , W _ e M dC W i • W M s c W i • FS % ur W FKlP dC aC Wo • dC R 0, % D 0, % ü I K W LMEU ü I K Wh LMEU ü C t KT W N OE ü % A8
  • 17. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark • / t ic} d{ himpeosncin pd • himpeosndn f a [ gln]eosnd w eosn i r r gln / TP FD L P TH 31 1 P G RDL LNH EDSH 1 STPN eosnv HRSLP . LG . D H,IHE E - FI D-I EI , GHTDL T QH . 31 7 STD FH TDTH FKD H :PTLILFDTLP SP RFH . DWS"HF DFFP T . TLNH . ,. . ,A RH LP . S WHST RHSP RFHS . B DR .DWS.HF . S WHST . ,- .L STD FH L ,- DEFGHI C GHTDL . L STD FH LG . L ,- DEFGHI STDTH . THRNL DTHG Z Z : 0 L T L 9DNEGD 8L HSLS THQ 4 FTLP ybu HTF HTF QPT 31 / 6HD TK 5 DRG 2 T 31 / 7 FD 1PGH LQH L H 4PRHKPSH 7 SQHFTPR
  • 18. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark • l3 3 C n • A a ) ( h • c m t • 1 C CloudWatch Logs C S W C AWS Lambda Amazon Kinesis Data Streams Amazon Kinesis Data Firehose AWS o d
  • 19. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark C • g 5 W L ah • 2 2 C L ah • 1 0 / ld 8 c C L
  • 20. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark • , 1 (0) C 5 • C 5 2 5 • W
  • 21. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark • 2 e kg 2 BA 8 p d z bmj f ie kg ( (ouW l h • Sc W 1 dws c zW L ay rtW b • v e kg n ü BA BG F ü 2 08 F ü 2 G :8F ü 2 28 GD F 0G ü BA /G D -GF ü 2 BG .BD F BA + ( ) FFC ) BA B C B: 8HBC AFDB G A: F BF FBC 9BD
  • 22. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
  • 23. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark [ ] • • • • • • • “Mike Julian, Prac0cal Monitoring: Effec0ve Strategies for the Real World, O‘Reilly Media”の分類を元にメンテナンス とコストの観点を追加
  • 24. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
  • 25. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark • gS g o g U cg • h ( ( ) 2 ( ) t Real User Monitoring l M M c Sc R Synthetic Monitoring g e/ i M c S e ag Lambda ns r R
  • 26. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark CloudWatch P U CloudWatch Events ) UE L ) WT P P A F Ceh ) ( C TL F L Alarms F ab cd C Web
  • 27. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
  • 28. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark • r M n M t • ) ) ( A M e M piAPI c g SQL c g CloudWatch M M P a c A o a CloudWatch Logs P f M l M f M t m AWS X-ray P
  • 29. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark D C D • D L S • e D DL S x • a E d Es u • 2 : ,2 D | / D • ) W De W ih / • ( e c @ W nt 2 : ,2 • lD ( • . . e c @ W nt 2 : • . . @ , . L S C / D • wD e x • , . L S o ###
  • 30. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark A SX A R - W [AWS Summit Tokyo 2019] https://aws.amazon.com/jp/summits/tokyo-2019/ [AWS Summit Tokyo 2018] Application Performance Management (APM) on AWS https://d1.awsstatic.com/events/jp/2018/summit/tokyo/aws/64.pdf [AWS Black Belt Online Seminar] AWS X-Ray https://www.slideshare.net/AmazonWebServicesJapan/aws-black-belt-online-seminar-2017-aws-xray
  • 31. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark - 2 Elastic Beanstalk X-Ray API D A D BD X-Ray SDK/ D C E
  • 32. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark M 9 R 9 • T 9 9 • 55 / 2 • 55 / 2 • (// ) 4 2 2 2 )
  • 33. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
  • 34. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
  • 35. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark ( )
  • 36. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark ) ( • ( ) (EC2 ) EC2 /OS (CPU/Memory/Network/Disk/Process…) CloudWatch (Hypervisor ) CloudWatch / (OS ) (ELB) Health … CloudWatch ALB (RDS) CPU/ … CloudWatch RDS (OS ) RDS (Kinesis Data Streams / SQS / Amazon MQ…) / … CloudWatch (Elasticache) / Evictions… CloudWatch …
  • 37. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark 1 1 / 2 CPU CloudWatch CPUUtilization CPU CloudWatch CPUCreditBalance and/or CloudWatch Agent mem_free CloudWatch NetworkIn / NetworkOut IO CloudWatch DiskReadOps / DiskWriteOps CloudWatch Agent disk_free and/or CloudWatch Agent pid_count and
  • 38. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark 2 / CloudWatch StatusCheckFailed_Instance CloudWatch Events -> CloudWatch StatusCheckFailed_System CloudWatch Events -> (Auto Recovery) CloudWatch Agent -> CloudWatch Logs - CloudWatch Logs Metric Filter https://docs.aws.amazon.com/ja_jp/AWSEC2/latest/UserGuide/viewing_metrics_with_cloudwatch.html CloudWatch https://docs.aws.amazon.com/ja_jp/AmazonCloudWatch/latest/monitoring/metrics-collected-by- CloudWatch-agent.html CloudWatch Agent
  • 39. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark 1/ 1/ 2 DB eg eS CPU 1 CloudWatch uly e CPUUtilization c r m DB eg e u y 2 CloudWatch uly e 22 2 2 c r m p U a el d (≠ egry t) CloudWatch uly e 22 2 c r m and/or ib l egry t CloudWatch uly e 2 2,:21 c r m y a CloudWatch uly e 2 c r m ans/or ib l A y e e l MC V , u y PF C RBL y c e l PR M ce t S o s e
  • 40. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark 2 2 / M CloudWatch M I and L M ( M T ) CloudWatch M I D T CloudWatch M I and/or CloudWatch Logs L M L S https://docs.aws.amazon.com/ja_jp/AmazonRDS/latest/AuroraUserGuide/Aurora.Monitoring.html CloudWatch M
  • 41. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark • OSGD A • A AD • M 1 R E O E :: :. : . . : / : 43
  • 42. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark • c S_a e /A ) pG jinl aR Da r G s - WD Nnl 44 US D D cd / jEh o /A S_a e m : / / /A /. : /A / / ( .
  • 43. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark 2 B 2 B /1 L P e CloudWatch LP 5 R X T gai CloudWatch LP R X Hd A EB _ CloudWatch LP 5 4 R X and chC e CloudWatch LP 5 R X and ELB 4XX / 5xx e (ELB -> L ) CloudWatch LP 5 5 R X and 4XX / 5xx e ( -> ELB) CloudWatch LP 5 5 R X and • 5 5
  • 44. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark / / 2 C P CloudWatch L AB H F N P CloudWatch L AB H F CloudWatch L AB H F B CloudWatch L AB H F and • ALB CloudWatch L https://docs.aws.amazon.com/ja_jp/elasticloadbalancing/latest/application/load-balancer-cloudwatch-metrics.html NLB CloudWatch L https://docs.aws.amazon.com/ja_jp/elasticloadbalancing/latest/network/load-balancer-cloudwatch-metrics.html
  • 45. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark u I l CloudWatch T P . R PT g t e CloudWatch T P . . R and T EmEPa W T r CloudWatch T P . . R and T p mEPa W T r CloudWatch T P . . . R and T CloudWatch T Pd https://docs.aws.amazon.com/ja_jp/streams/latest/dev/monitoring-with-cloudwatch.html cM xi A G a T P nso (hv PT a)
  • 46. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark V CloudWatch NA S CloudWatch NA and M CloudWatch NA and M CloudWatch NA O https://docs.aws.amazon.com/ja_jp/AWSSimpleQueueService/latest/SQSDeveloperGuide/sqs-available- cloudwatch-metrics.html
  • 47. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
  • 48. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark • P P S A) D C S • T P ET E A S 2) 2 ( W c e i P P S P P S CloudWatchVP (EC2 NetworkIn, NetworkOut) P S VPCD C P S VPC S VPC P S
  • 49. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark eac C cjf a hg h A / 1 0 eac C o f C cjf a Er ikb lCg eac C lCl /113 3 3 31 R cjf a hg hW odW SR st t Ag a o A u ,( ,3 A) / 1 /1 3 /13 eac C o f C cjf a P p L / 1 p pD VPC
  • 50. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark 52 • s ri G • o VW c X le s NVW s ri y y G • krsVPT W CD A 8: )8 8 9 A ) G • s ri 7 ( 4 U n T krsX G • ta 3A8 B C 8C D8E PT ( 2a d sL X PT NV G • I S krsX G • • o L CA w c UI NV • krs CA w c UI W VPC Auto Scaling group Instance Instance krs ) krs y y EC2c o 7 ( 4 U n T
  • 51. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
  • 52. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark • AWS Config / Config CloudTrail + CloudWatch AWS Systems Manager AWS API OS AWS CloudTrail (API) AWS Systems Manager Session Manager (OS / ) RDS Amazon GuardDuty AWS WAF
  • 53. W ( ) i A 1 1 ( ) AWS Config IDS/IPS AWS Config Amazon GuardDuty Service Control Policy AWS CloudTrail AWS Config AWS CloudTrail + Amazon CloudWatch root IP AWS Config Rule Security Group SSH 0.0.0.0/0 000 , 2 A S1 9 T1 o 9 k m
  • 54. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark • A S • • i n 0 • i • f W i • 3 g • i • C N N W A https://www.slideshare.net/AmazonWebServicesJapan/20190618-aws-black- belt-online-seminar-aws-config o [AWS Black Belt Online Seminar] AWS Config
  • 55. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark m 2 B W A B • S • C L • ( • bd E • ( ) )B B • a
  • 56. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark ( ) 3 • ( I C A • K M • S N T I • C • W L E / li Ccm • IgA on • / cm • ) • 3 gdha )
  • 57. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark • AWS CLI SSM Agent Windows PowerShell • SSM Agent→SSM API OK • OS IAM SSMSessionRunAs • AWS CLI IAM Policy • OS S3 / CloudWatch Logs • "bash" • PrivateLink
  • 58. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark o n s tgC r F L CA w Ie Sd I W a WS tv Amazon GuardDuty I L W tg o n ED N VP W s uv dTED lrW i
  • 59. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Amazon GuardDuty VPC flow logs DNS Logs CloudTrail HIGH MEDIUM LOW
  • 60. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
  • 61. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark • AWS Budgets / Trusted Advosor EC2 EC2 (RI)
  • 62. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Ø Ø A E C E C E A Ø h a A nb Ø Ø N A W Ø Ø A m o A S Ø ) (
  • 63. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark / •
  • 64. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark • 0 1P • P • P 0 U 4 C U U U %
  • 65. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark RI ( ) https://techlife.cookpad.com/entry/cost-and-ri-optimization-in-cookpad
  • 66. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
  • 67. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark • A A A AWS AWS Personal Health Dashboard A A A A Personal Health Dashboard A A API
  • 68. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark _ _S Gcg EGcg Ae C _U _ d a _ G W cg ih _ _ Ge _ - : : 2 2 .: :. -. / : .: : : . : .-
  • 69. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark - # 2
  • 70. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark ü 3 AWS ü CloudWatch Event Lambda API rd Party ü CloudTrail SNSTopic S3 Personal Health Dashboard 3
  • 71. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
  • 72. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark • ( OS ) • / “the right tool for the job” 1 ”One size doesn’t fit all.” ❌ ⭕ / • • ”Design For Failure” (Multi-AZ Auto Scaling Auto Recovery ) • • (Cloudwatch Agent )
  • 73. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark • Mike Julian, Practical Monitoring: Effective Strategies for the Real World, O'Reilly Media • [AWS Black Belt Online Seminar] Amazon Cloudwatch https://www.slideshare.net/AmazonWebServicesJapan/20190326-aws-black-belt-online- seminar-amazon-cloudwatch • [AWS Summit Tokyo 2019] https://aws.amazon.com/jp/summits/tokyo-2019/ • [AWS Summit Tokyo 2018] Application Performance Management (APM) on AWS https://d1.awsstatic.com/events/jp/2018/summit/tokyo/aws/64.pdf
  • 74. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark • [AWS Black Belt Online Seminar] AWS Config https://www.slideshare.net/AmazonWebServicesJapan/20190618-aws-black-belt-online- seminar-aws-config
  • 75. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Thank you!