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20190819 AWS におけるモニタリング 議論のための観点総ざらえ

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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. 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. 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. 3. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark • • Amazon CloudWatch • •
  4. 4. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
  5. 5. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark CPU? Memory?
  6. 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. 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. 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. 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. 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. 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. 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. 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. 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. 15. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark C
  16. 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. 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. 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. 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. 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. 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. 22. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
  23. 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. 24. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
  25. 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. 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. 27. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
  28. 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. 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. 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. 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. 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. 33. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
  34. 34. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
  35. 35. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark ( )
  36. 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. 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. 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. 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. 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. 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. 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. 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. 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. 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. 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. 47. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
  48. 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. 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. 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. 51. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
  52. 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. 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. 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. 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. 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. 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. 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. 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. 60. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
  61. 61. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark • AWS Budgets / Trusted Advosor EC2 EC2 (RI)
  62. 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. 63. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark / •
  64. 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. 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. 66. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
  67. 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. 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. 69. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark - # 2
  70. 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. 71. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
  72. 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. 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. 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. 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!

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