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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
2019.06.20
貎覯ろ一
伎蟆曙
覈磯
(譯)
覈
谿
Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
1. Microservices 
2. 覈磯 覲
3. Kubernetes Infra Monitoring
4. Microservice Monitoring
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
Why microservice?
1.Microservice  
讀螳 ろ 覲旧°
Monolithic Architecture 襯 覿
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
Why microservice?
1.Microservice  
讀螳 ろ 覲旧°, Monolithic Architecture 襯 覿  
  覿 覦   譟一 螳
Monolithic Microservices
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
Kubernetes
1.Microservice  
Microservices   覿 CI 蟯 Container る 讌
Container れ Orchestration 伎朱 Tools れ 蟆曙
CI / CD
Container
Orchestration
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
Why containers?
1.Microservice  
Infrastructure
Os
Libraries Libraries
DependenciesDependencies
DatabaseWeb server Server Code Orchestration
Compatibility/Dependency
Long setup Time
Differenct Dev/Test/Prod Environments
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
Monolithic monitoring
2. Monitoring l 蟯 覲
貉るる 誤 ろ Infra 覲 覿
 觜れ  Service 覲 覿
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
Setup Kubernetes Cluster - Bare Metal
1.Microservice  
Master Nodes Worker Nodes Worker Nodes
docker docker docker
kubeadm kubeadm kubeadm
Initialize
Pod Network
Join to Master Join to Master
1
2
3
4
5
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
Kubernetes monitoring
2. Monitoring l 蟯 覲
Master Nodes
Container
App
Container
App
Container
App
Worker Nodes
Container
App
Container
App
Container
App
Woker Nodes
Container
App
Container
App
Container
App
貎覯ろ一 襷ろ : Service, POD, 螻, 覲伎螻 蟯 覲 覈磯
語ろ(碁) : 語ろ語 CPU, MEM, DISK, Network, OS  覈磯
貉企 : 螳螳 貉企螳  螳ロ 覯 襴(CPU, MEM, DISK, NETWORK.. )煙 覈磯
危襴貅伎: 貉企  蟲 觜  危襴貅伎APM  .
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
microservice monitoring
2. Monitoring l 蟯 覲
豌伎 襴  郁屋 蟯螻襯  覓語 覿覿 谿場企  覦
Team, Service 覲 觜れ 蟯 讌れ 覿 
Master Nodes
Container
App
Container
App
Container
App
Worker Nodes
Container
App
Container
App
Container
App
Woker Nodes
Container
App
Container
App
Container
App
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
れ螳 overview 蟯
2. Monitoring l 蟯 覲
Master Nodes Worker Nodes Woker Nodes
Container
App
Container
App
Container
App
Container
App
Container
App
Container
App
Container
App
Container
App
Container
App
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
貉企 襷
燕 Node れ 覲伎 Node 伎 觜 譴 POD れ れ螳朱 覲伎譯朱
CPU  蠍一朱 覓語 Node  Container襯 蟲覿   給.
蟯 Node 覦 Container襯 伎  覲企ゼ 螻牛.
3. Kubernetes Monitoring
Node 企
貉企
螳
Pod
Pod Pod
觜燕 container
燕 container
CPU > 90% CPU > 80%
NODE CPU 襯
Node, Image, Pod 煙 蠍一朱 Group 覿襯 螳
level2 襦 覿襯 螳  覲企 Filter 螳
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
貉企 襷 - 蠍磯
企欧 -  螳覲 企欧碁ゼ 誤   殊語  豕蠏 螳 企 殊 覦 讌 誤  給.
碁 覦 貉企 - 襷一 企Ν朱 企 覲伎 蟯 覲企ゼ 覲   覃願 覲伎  蠏殊 螳ロ.
3. Kubernetes Monitoring
れ螳 企欧 . 碁覲  螳
碁 蟯 覃
Container 蟯 覃伎
Pod 蟯 覃願 覿襴
Container  碁 覲企ゼ
誤  朱
Pod 讌 蟯 覲企ゼ
誤  .
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
貉企 襷 - 企欧 
貉企 襷旧 れ螳  襷 讌襷 伎 螳 企れ殊 覦讌 誤蠍 企れ
 企欧 殊語  覦 螻手碓 覦 企欧 れ Level 覲襦  蠍磯     
企欧碁ゼ 企Ν覃 企 螳 覦 企欧碁ゼ 襦  螳( -豢, 螳 企 螳 )
3. Kubernetes Monitoring
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
焔レ
貎覯ろ一れ譴 讌れ  譴.
Container, Image, Node, Serviceれ 螳襯  譯朱
ろ 讀螳 蟆 觜 覓語螳 蠍磯 譴 誤碁れTOP朱 蠍壱伎.
3. Kubernetes Monitoring
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
Kubernetes - Master Resource
3. Kubernetes Monitoring
Master Nodes
Container
App
Container
App
Container
App
Worker Nodes Woker Nodes
Container
App
Container
App
Container
App
Container
App
Container
App
Container
App
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
貎覯ろ一 襷ろ
貎覯ろ一るゼ蟯ロ 襷ろ一 語 螳ロ 覲企 .
Daemonset, Deployments, Ingress, Node, Pod, Persistent Volumes, Replicaset, Service, Events 煙 覲企ゼ 譟壱   給.
3. Kubernetes Monitoring
Daemonset
Deployments
Node
Pod
Service
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
貎覯ろ一 襷ろ 蟲煙覲
Deployments, Daemonset 煙 Cluster  覲企れ 蟯螻襯 启讌 觀磯ゼ 牛 語 螳ロ
3. Kubernetes Monitoring
Master  れ 螳ロ 覲企れ 蠍 牛 
覲企 蟯螻襯 覲殊 
れ 覲  螳
郁屋蟯螻  螳
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
Kubernetes - Worker Node Resource
3. Kubernetes Monitoring
Master Nodes
Container
App
Container
App
Container
App
Worker Nodes Woker Nodes
Container
App
Container
App
Container
App
Container
App
Container
App
Container
App
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
碁 覈襦 -  覲
碁 蟯 襴 覲企れ 誤    給.
碁 燕 貉企れ襴 覲  語 螳ロ.
3. Kubernetes Monitoring
Node   Resource 
Node  燕 Container れ Resource
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
Kubernetes - Worker Node Resource
3. Kubernetes Monitoring
Master Nodes Worker Nodes Woker Nodes
Container
App
Container
App
Container
App
Container
App
Container
App
Container
App
Container
App
Container
App
Container
App
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
貉企 覈襦
燕 譴 container れ 襴 覲企ゼ    朱 れ 牛 襴 觜蟲 覦 蠍郁 譟壱襦 襯    給.
3. Kubernetes Monitoring
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
貉企 豺伎危
Container蟆     Resource れ chart 襦    
蠍郁覲襦 語 螳ロ覃 Container map  Container襯 伎    
3. Kubernetes Monitoring
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
貉企 覲朱エ
碁 貉企 郁屋 覲朱エ 覲企ゼ 誤  給.
3. Kubernetes Monitoring
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
Kubernetes - Application Resource
4. Microservice Monitoring
Master Nodes
Container
App
Container
App
Container
App
Worker Nodes Woker Nodes
Container
App
Container
App
Container
App
Container
App
Container
App
Container
App
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
伎 覈襦
碁 伎語 蟆 覲 覦 れ, 襦蠏碁れ 誤  給.
觜 螻  危襴貅伎れ覲企ゼ    給.
4. Microservice Monitoring
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
危襴貅伎 豺伎危
 Pod(service) 覲襦 Resource 覲企ゼ 蠍郁覲襦 譟壱 覲  
TPS, 旧螳, CPU , 碁 URL, SQL煙 豢碁ゼ 觜 覲襦    
4. Microservice Monitoring
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
碁У 碁
Pod(Service) 覲 碁У     Micro service  覲 觜るゼ 覿伎 碁 覿襯 覲  
蟯襴 覲襦 觜るゼ 覿 伎    朱襦 れ 碁 谿城 螳  豢   
4. Microservice Monitoring
X豢: 螳 / Y豢: 碁 襭蟾讌
螳
 碁: 豌 螻
 碁:  螻
碁 覦螳  襦 讌
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
貎覯ろ一 启讌 螳
襴貅伎讌  磯ジ 启讌襯 螻牛, 蠏覈 磯 螳ロ 启讌  螻牛.
襦 覯  襴貅伎貉企襯 譴朱  語ろ伎 启讌, 覲旧 襴貅伎貉企 螳 蟯螻襯  襴貅伎
启讌, 襴伎 襴襴豺伎 螳 蟯螻 覲企ゼ  蠏碁9 启讌, 覃 襦語 牛 启讌襯 螻牛.
襴貅伎
蠏碁9
(襴襴豺伎/襴襴貅伎 貉碁,)
貎覯ろ一 襦
襴貅伎 启讌
牛 启讌
蠏碁9 启讌
4. Microservice Monitoring
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
启讌  覲
襴貅伎覦 襴貅伎蠏碁9螳 語 蟯螻, 一危磯伎る HTTP 覦企 語 覲企ゼ 螻牛.
启讌襯 牛  豌 襴貅伎螳 語 蟯螻 襴貅伎螳 覿 覦  覦 觜譴 螳朱    給.
襴貅伎
覦 蠏碁9
襦, 襴貅伎 蠏碁9, 襴貅伎 , 一危磯伎 , HTTP 語
碁 語ろ, 碁 覈(襴貅伎 語)
語 覲
襴貅伎 覦 蠏碁9 螳 語 覲
 蠏 旧螳 - 5豐螳 碁 螳 碁  語 伎 旧螳
螻襯 豐 蟇伎襦  覲
 蟇伎 - 5豐螳 碁 螳 碁  語 伎 豐 蟇伎 ( 蟇伎襯
)
  - 5豐螳 碁 螳 碁  語 伎 譴 豐  蟇伎
 ″磯TX - 碁 螳 碁  語 譴  讌  蟇伎
 豺 螳 - 5豐螳 DB 語 伎 貊 豬 螳 豐
 豺 蟇伎 - 5豐螳 DB 語 伎 貊 豬 蟇伎 豐
4. Microservice Monitoring
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
襷危襦 觜 - Distributed Tracing
4. Microservice Monitoring
Master Nodes
Container
App
Container
App
Container
App
Worker Nodes Woker Nodes
Container
App
Container
App
Container
App
Container
App
Container
App
Container
App
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
覃 觜 覲企
觜 覲襦 螳螳 覲企襯 牛伎 Micro service  讌螻  襯 觜 覲襦 蟲覿伎 覲   覲企.
螳 觜る   螳讌   企 觜れ 螳  蟇碁Μ螻 レ螳 覦 讌襯    給.
4. Miroservices Monitoring
襴貅伎襴貅伎
front api
Petbang
襦
front
POD
api
POD
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
襷危襦 觜 - 覃 襦 碁 郁 覿
Pod  覿 襴貅伎 蟆曙 碁 API 語 蟯螻襯 豢  給.
語 蟯螻   碁 旧螳 螳 螻牛覩襦, 讌 蟲螳 所 轟  給.
4. Miroservices Monitoring
讌 蟲螳 轟
豕豐 讌 蠍一朱 旧螳 讌一 覦
襴貅伎轟
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
觜 覲 覲企
APM 覿 覲企襯 Container 覲, POD 覲 , Node 覲 蟲覿 牛伎 一危 譟壱螳 螳ロ.
觜 覲襦 螳 谿碁ゼ 螻牛 觜 覦 ろ   襯 企轟蟆 讌蟯朱 語   
貉企, Pod, Node 覲 朱 蟯 Focus  覲企ゼ 谿場  
4. Miroservices Monitoring
貉企 螳螳朱 
貎覯 碁覲襦 
Pod 覲
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Copyright 息 2019 Whatap  Developed by WhaTap Labs Inc.
Important of apm
4. Miroservices Monitoring
Function a Function b Function c
Service a Service a Service a Service a
Monolithic
Microservices
code
Find Delay Code
Nodes Nodes Nodes Nodes Nodes
Low Cost

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  • 2. 覈 谿 Copyright 息 2019 Whatap Developed by WhaTap Labs Inc. 1. Microservices 2. 覈磯 覲 3. Kubernetes Infra Monitoring 4. Microservice Monitoring
  • 3. - 3 - Copyright 息 2019 Whatap Developed by WhaTap Labs Inc. Why microservice? 1.Microservice 讀螳 ろ 覲旧° Monolithic Architecture 襯 覿
  • 4. - 4 - Copyright 息 2019 Whatap Developed by WhaTap Labs Inc. Why microservice? 1.Microservice 讀螳 ろ 覲旧°, Monolithic Architecture 襯 覿 覿 覦 譟一 螳 Monolithic Microservices
  • 5. - 5 - Copyright 息 2019 Whatap Developed by WhaTap Labs Inc. Kubernetes 1.Microservice Microservices 覿 CI 蟯 Container る 讌 Container れ Orchestration 伎朱 Tools れ 蟆曙 CI / CD Container Orchestration
  • 6. - 6 - Copyright 息 2019 Whatap Developed by WhaTap Labs Inc. Why containers? 1.Microservice Infrastructure Os Libraries Libraries DependenciesDependencies DatabaseWeb server Server Code Orchestration Compatibility/Dependency Long setup Time Differenct Dev/Test/Prod Environments
  • 7. - 7 - Copyright 息 2019 Whatap Developed by WhaTap Labs Inc. Monolithic monitoring 2. Monitoring l 蟯 覲 貉るる 誤 ろ Infra 覲 覿 觜れ Service 覲 覿
  • 8. - 8 - Copyright 息 2019 Whatap Developed by WhaTap Labs Inc. Setup Kubernetes Cluster - Bare Metal 1.Microservice Master Nodes Worker Nodes Worker Nodes docker docker docker kubeadm kubeadm kubeadm Initialize Pod Network Join to Master Join to Master 1 2 3 4 5
  • 9. - 9 - Copyright 息 2019 Whatap Developed by WhaTap Labs Inc. Kubernetes monitoring 2. Monitoring l 蟯 覲 Master Nodes Container App Container App Container App Worker Nodes Container App Container App Container App Woker Nodes Container App Container App Container App 貎覯ろ一 襷ろ : Service, POD, 螻, 覲伎螻 蟯 覲 覈磯 語ろ(碁) : 語ろ語 CPU, MEM, DISK, Network, OS 覈磯 貉企 : 螳螳 貉企螳 螳ロ 覯 襴(CPU, MEM, DISK, NETWORK.. )煙 覈磯 危襴貅伎: 貉企 蟲 觜 危襴貅伎APM .
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  • 17. - 17 - Copyright 息 2019 Whatap Developed by WhaTap Labs Inc. 貎覯ろ一 襷ろ 貎覯ろ一るゼ蟯ロ 襷ろ一 語 螳ロ 覲企 . Daemonset, Deployments, Ingress, Node, Pod, Persistent Volumes, Replicaset, Service, Events 煙 覲企ゼ 譟壱 給. 3. Kubernetes Monitoring Daemonset Deployments Node Pod Service
  • 18. - 18 - Copyright 息 2019 Whatap Developed by WhaTap Labs Inc. 貎覯ろ一 襷ろ 蟲煙覲 Deployments, Daemonset 煙 Cluster 覲企れ 蟯螻襯 启讌 觀磯ゼ 牛 語 螳ロ 3. Kubernetes Monitoring Master れ 螳ロ 覲企れ 蠍 牛 覲企 蟯螻襯 覲殊 れ 覲 螳 郁屋蟯螻 螳
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  • 24. - 24 - Copyright 息 2019 Whatap Developed by WhaTap Labs Inc. 貉企 覲朱エ 碁 貉企 郁屋 覲朱エ 覲企ゼ 誤 給. 3. Kubernetes Monitoring
  • 25. - 25 - Copyright 息 2019 Whatap Developed by WhaTap Labs Inc. Kubernetes - Application Resource 4. Microservice Monitoring Master Nodes Container App Container App Container App Worker Nodes Woker Nodes Container App Container App Container App Container App Container App Container App
  • 26. - 26 - Copyright 息 2019 Whatap Developed by WhaTap Labs Inc. 伎 覈襦 碁 伎語 蟆 覲 覦 れ, 襦蠏碁れ 誤 給. 觜 螻 危襴貅伎れ覲企ゼ 給. 4. Microservice Monitoring
  • 27. - 27 - Copyright 息 2019 Whatap Developed by WhaTap Labs Inc. 危襴貅伎 豺伎危 Pod(service) 覲襦 Resource 覲企ゼ 蠍郁覲襦 譟壱 覲 TPS, 旧螳, CPU , 碁 URL, SQL煙 豢碁ゼ 觜 覲襦 4. Microservice Monitoring
  • 28. - 28 - Copyright 息 2019 Whatap Developed by WhaTap Labs Inc. 碁У 碁 Pod(Service) 覲 碁У Micro service 覲 觜るゼ 覿伎 碁 覿襯 覲 蟯襴 覲襦 觜るゼ 覿 伎 朱襦 れ 碁 谿城 螳 豢 4. Microservice Monitoring X豢: 螳 / Y豢: 碁 襭蟾讌 螳 碁: 豌 螻 碁: 螻 碁 覦螳 襦 讌
  • 29. - 29 - Copyright 息 2019 Whatap Developed by WhaTap Labs Inc. 貎覯ろ一 启讌 螳 襴貅伎讌 磯ジ 启讌襯 螻牛, 蠏覈 磯 螳ロ 启讌 螻牛. 襦 覯 襴貅伎貉企襯 譴朱 語ろ伎 启讌, 覲旧 襴貅伎貉企 螳 蟯螻襯 襴貅伎 启讌, 襴伎 襴襴豺伎 螳 蟯螻 覲企ゼ 蠏碁9 启讌, 覃 襦語 牛 启讌襯 螻牛. 襴貅伎 蠏碁9 (襴襴豺伎/襴襴貅伎 貉碁,) 貎覯ろ一 襦 襴貅伎 启讌 牛 启讌 蠏碁9 启讌 4. Microservice Monitoring
  • 30. - 30 - Copyright 息 2019 Whatap Developed by WhaTap Labs Inc. 启讌 覲 襴貅伎覦 襴貅伎蠏碁9螳 語 蟯螻, 一危磯伎る HTTP 覦企 語 覲企ゼ 螻牛. 启讌襯 牛 豌 襴貅伎螳 語 蟯螻 襴貅伎螳 覿 覦 覦 觜譴 螳朱 給. 襴貅伎 覦 蠏碁9 襦, 襴貅伎 蠏碁9, 襴貅伎 , 一危磯伎 , HTTP 語 碁 語ろ, 碁 覈(襴貅伎 語) 語 覲 襴貅伎 覦 蠏碁9 螳 語 覲 蠏 旧螳 - 5豐螳 碁 螳 碁 語 伎 旧螳 螻襯 豐 蟇伎襦 覲 蟇伎 - 5豐螳 碁 螳 碁 語 伎 豐 蟇伎 ( 蟇伎襯 ) - 5豐螳 碁 螳 碁 語 伎 譴 豐 蟇伎 ″磯TX - 碁 螳 碁 語 譴 讌 蟇伎 豺 螳 - 5豐螳 DB 語 伎 貊 豬 螳 豐 豺 蟇伎 - 5豐螳 DB 語 伎 貊 豬 蟇伎 豐 4. Microservice Monitoring
  • 31. - 31 - Copyright 息 2019 Whatap Developed by WhaTap Labs Inc. 襷危襦 觜 - Distributed Tracing 4. Microservice Monitoring Master Nodes Container App Container App Container App Worker Nodes Woker Nodes Container App Container App Container App Container App Container App Container App
  • 32. - 32 - Copyright 息 2019 Whatap Developed by WhaTap Labs Inc. 覃 觜 覲企 觜 覲襦 螳螳 覲企襯 牛伎 Micro service 讌螻 襯 觜 覲襦 蟲覿伎 覲 覲企. 螳 觜る 螳讌 企 觜れ 螳 蟇碁Μ螻 レ螳 覦 讌襯 給. 4. Miroservices Monitoring 襴貅伎襴貅伎 front api Petbang 襦 front POD api POD
  • 33. - 33 - Copyright 息 2019 Whatap Developed by WhaTap Labs Inc. 襷危襦 觜 - 覃 襦 碁 郁 覿 Pod 覿 襴貅伎 蟆曙 碁 API 語 蟯螻襯 豢 給. 語 蟯螻 碁 旧螳 螳 螻牛覩襦, 讌 蟲螳 所 轟 給. 4. Miroservices Monitoring 讌 蟲螳 轟 豕豐 讌 蠍一朱 旧螳 讌一 覦 襴貅伎轟
  • 34. - 34 - Copyright 息 2019 Whatap Developed by WhaTap Labs Inc. 觜 覲 覲企 APM 覿 覲企襯 Container 覲, POD 覲 , Node 覲 蟲覿 牛伎 一危 譟壱螳 螳ロ. 觜 覲襦 螳 谿碁ゼ 螻牛 觜 覦 ろ 襯 企轟蟆 讌蟯朱 語 貉企, Pod, Node 覲 朱 蟯 Focus 覲企ゼ 谿場 4. Miroservices Monitoring 貉企 螳螳朱 貎覯 碁覲襦 Pod 覲
  • 35. - 35 - Copyright 息 2019 Whatap Developed by WhaTap Labs Inc. Important of apm 4. Miroservices Monitoring Function a Function b Function c Service a Service a Service a Service a Monolithic Microservices code Find Delay Code Nodes Nodes Nodes Nodes Nodes Low Cost