SlideShare a Scribd company logo
1 of 54
Download to read offline
0() )/) 1 78
K 2 @
(0 0)
•
– Mail: nosue@redhat.com
– Twitter: @nobusue
• 14 JavaEE (1999 2013)
• Enterprise Mobile (2012 2013)
• IoT
(2014 2017)
–
–
– /
2
g b uJa d P
• 8 4 O tO n
• e c m
– ( ) ))
• fSil J /8
• db V e Jskm
– b p n
– 8 4 J O o
• C a b J o
– AM b Or oD
ed gba [
• O M P GK
– edc ] fG 7= =(B
– /5 N GK =(B
OS Base
MW
App
D
C7 7
8 )
2 8
OS Base
MW
App
C7 7
8 )
OS Base
MW
App
D
/5
8 )
2 8
OS Base
MW
App
C7 7
/5
8 )
C7 7
N N
0 1.
CI
RHEL7 (v1)
PHP (v1)
RHEL7 (v1)
RHEL7 (v1)
PHP (v1)
App (v1)
RHEL7 (v1)
PHP (v1)
App (v2)
RHEL7 (v1)
PHP (v2)
RHEL7 (v1)
PHP (v2)
App (v2)
RHEL7 (v2)
PHP (v2)
App (v2)
RHEL7 (v2)
PHP (v2)
RHEL7 (v2)
OS
MW
• ( )
• Docker ID
• / / - . 7 - /
– . 7 ::: . 7 7 / / -
. 7 - / . - /
– R ca B
• 7 / 7 /- / - / /
/ / 7
– . 7 ::: . 7 7 7 / 7
/ /- /
– b H B
10 ) )
https://www.redhat.com/ja/resources/container-security-openshift-cloud-devops-whitepaper
k8s
Y co
• Y M
– f 0 1 =m
– Y M ki M
• L
– 0 1 38 ) =m
– p D e 0 )=m
• n
– A= > G>
( 8m
l
> a l j s
• S M l jJ
– / < 1 ) < > 1 A Y
– y P a
– m jn ( 1. i epfk
• N l j > s P a
– > M L uR vd O
– h oj ) 1
• A " > " " <D A"< <
• tr D< > M c a
• . >18 > d /A Jd
• d s d2
P en
• K K u I K 1 d b
• o n
K s
r t 1
IP: 1.1.1.1
Port: 8080
• cd ( . ) 3 r c e 1 Db
S P k o 31/ 1 -
N ns
• 1 c e ( lDcd (D f
cd (D S P
PodPod
DNS
IP
IP
: 2 Re dli
• : 2 L
– 1 y KmhvsM:)
– n gb g g a Kmh
• : 2 mh k
– 0 7 - 2 . 1 1 / : 2
• 8 ? : 2 4 7 7 1 4 7 4 : 2
– 1 / : 2
• 8 ? : 2 4 1 : 1 : 2
• $ ) ru ? ps tIL:) o R
– 8 ? 7 8 2 : 2 : 2
– f c g
• : 2 1 2 1?? 1 : 2
NodeNodeNode
NodeNodeNode
RHEL
NODE
RHEL
NODE
c
RHEL
NODE
RHEL
NODE
c
RHEL
NODE
C
C
RHEL
NODE
C
C
RED HAT
ENTERPRISE LINUX
MASTER
API/AUTHENTICATION
DATA STORE
SCHEDULER
HEALTH/SCALING
C
RHEL
NODE
RHEL
NODE
RHEL
NODE
RHEL
NODE
C
C
RHEL
NODE
C
C
c
RED HAT
ENTERPRISE LINUX
MASTER
API/AUTHENTICATION
DATA STORE
SCHEDULER
HEALTH/SCALING
C
c
n liveness probe
– Hy U R LT a
– O G t
• )( 2/ t d EedH U
• 0 U
• ( b oi p d EedbEiH U
– t r bo H R UK T U
n rediness probe
– HcEkd U P xH P LT a
– : = Ts a tH
• av S :3C t
– t r bo H xS T U
lnd a
8
(
2
)
1 2
p :5 2 2
+
1 5 2
+50
/ :
1 5 2
+50
1 /1
/ :
1 5 2
+50
+
M=
:5 o =+50c d
L
:5 PQU CNe m i n a
2 2 +50 5 2 1 CN i n
22
F K
1
2 8
2 8
2 8
2 8
1
1
1
2 8
2 8
2 8
1
1
1
1
2 8
F E F N F F K
23
•
•
–
–
–
. +)(
5 2
5 2
( / ())+ /
( / + ( +
V S
P
L A RS /
)
/ -
-
( - ( - ( -
( - ( - ( -
)
/ -
-
( - ( - ( -
( - ( - ( -
-
-
-
CO E
A P
L A RS
L A
L A H
OpenShift Web Console
RED HAT
CLOUDFORMS
CUSTOM
DASHBOARDS
API
26
D L
8 6
60
%
%
%
%
%
%
LCH
6
• RP R ES
• A A U A
27
PV(Persistent Volume)
• uf S uf d DP
•
– och( n sacf uf p uh
– au sk i
• ) )
–
– ) r lrN ) d
– ) p uh
– cht bN PO Ple ui
• ) )
– ) ) D
– ) V N K) pemu
(9 2 CFV
D S 1 1 - 1 F
1
0
- 1
11
1
- 1
1
- 1
- 1 A
C -
01
MySQL
1 1 1
G D
VW
N DI P
1 1 1 -
G D
VW
- 1
- 1
01
-
1A
30
DS CP
I N L
C
I N L
CI
2 0
:
:
:
1 :
mysql-claim
matchLabel:
pytype: db
MySQL
0
apiVersion: v1
kind: PersistentVolumeClaim
spec:
accessModes:
- ReadWriteOnce
resources:
requests:
storage: 1Gi
selector:
matchLabels:
pvtype: db
...
apiVersion:v1
kind:PersistentVolume
metadata:
annotations:
pv.kubernetes.io/bound-by-controller:"yes"
labels:
pvtype:db
name:pv1
…
32
:
C 0 G
-1
0
1
MySQL
I ODW
N P
I O
W
1
A
0
1
0
A
V
B
33
S
A
DevOps Toolchain on k8s
HOST OS
CONTAINER
OS
RUNTIME
APP
SERVER
CONTAINER
OS
RUNTIME
APP
AZURE
O
Java+JBoss
PHP, C++,
Ruby
Database
( )
5p e
)
p
D )
)
) OS 3
D D
O
88 2 3 Q
• ( 3 QTb h E ( 3 3
– c uQonD Q pe
– a S S b uQlx
– siQ
• r O Jk e
• NTb h E
– 8 O) Js O Cm N
– 3 6 J Qv N
G J
• 3 8 H 3 : ( /
– : 8 3 3 3 / 33 :/
3 / 3 73 8
• 3 8 -
– 33 : / 3
8 3 3 3 / 73 8 C
• ./ 3 : 3 3 : ) 8
– : / / / 3 :
JENKINS-AS-A-SERVICE ON OPENSHIFT
• Red Hat
Jenkins
– OpenShift
– Jenkins 1.x / 2.x LTS
• Jenkins S2I Builder
– OpenShift
– Jenkins
– Build Job
• OpenShift CI/CD
• Jenkins
Plugins
Jobs
Configuration
Jenkins
(S2I)
Custom
Jenkins
Image
Jenkins
Image
WebAPI/MicroServices on k8s
WebAPI in Production
Proxy
(Nginx)
LB
Internet
Proxy
(Nginx)
Svc Svc
Query
API
Cache
Svc
Mongo
Svc
Cassandra
Svc
Mongo
Cassandra
Query
API
Cache
Svc
Mongo
Svc
Cassandra
Svc
Mongo
Mongo
Cassandra
Cassandra
Svc
Client
1 L S
Web
API
Web
API
LB
Client
LB
Client
Web
API
Web
API
LB
Web
API
• > =4 =8
• >BA A?
• A AA =8
• ?4B A ? =8
• / ?C 4 4>C ?
• =A 8 =A >BA =8
>D A> =
PL S LH I T 1 R
Circuit Breaker (eg: Hysterix)
l
Ø
Ø /
https://martinfowler.com/bliki/CircuitBreaker.html
DISTRIBUTED ARCHITECTURE
Service ServiceService
Service ServiceService
Service ServiceService
1.
2.
3.
4.
5.
6. 1
7.
8.
( )
8
Source: https://en.wikipedia.org/wiki/Fallacies_of_distributed_computing
Photo: Icon made by Freepik from www.flaticon.com
Service
Service
Library
Library
MICROSERVICES EVOLUTION
Service
Config
Svc Discovery
Routing
Circuit Breaker
Tracing
Service
Platform
Container Platform
(+ Service Mesh)
...2014 2018
POD
ENVOY
SERVICE
POD
ENVOY
SERVICE
POD
ENVOY
SERVICE
Pilot Mixer Auth
SERVICE MESH ARCHITECTURE
Applies security,
route rules, policies
and reports traffic
telemetry at the pod
level
JaegerControl Plane
Data Plane
Service Mesh
●
●
●
●
●
● Blue/Green
●
●
●
IaaS
Mesh
Pod/Container
Mesh
Tech Preview Istio - istiooc
● istiooc cluster up --istio --launcher
● Istio kiali
● launcher ROAHR on Istio
https://github.com/openshift-istio/origin
)
50
Red Hat
Red Hat OpenShift
Container Platform
minishift
Red Hat
Container Development
Kit
OpenShift Online(Payed
Plan)
OpenShift Origin
OpenShift
Dedicated
OpenShift
Online(Free)
( ( ( )
https://learn.openshift.com/ https://courses.edx.org/courses/course
-v1:RedHat+DO081x+2T2017/course/
D
- ( . -
- . / -
- ( . )- :-
- . - - - :-
) 5 4
• DC
• DC P K H ( ) 4 5 5 5)
https://developers.redhat.com/products/cdk/download/

More Related Content

What's hot

What's hot (10)

Edge trends mizuno-template
Edge trends mizuno-templateEdge trends mizuno-template
Edge trends mizuno-template
 
VkRunner: a simple Vulkan shader script test utility [Lightning Talk] (Lightn...
VkRunner: a simple Vulkan shader script test utility [Lightning Talk] (Lightn...VkRunner: a simple Vulkan shader script test utility [Lightning Talk] (Lightn...
VkRunner: a simple Vulkan shader script test utility [Lightning Talk] (Lightn...
 
[CCC'21] Evaluation of Work Stealing Algorithms
[CCC'21] Evaluation of Work Stealing Algorithms[CCC'21] Evaluation of Work Stealing Algorithms
[CCC'21] Evaluation of Work Stealing Algorithms
 
FPGAを用いた処理のロボット向けコンポーネントの設計生産性評価
FPGAを用いた処理のロボット向けコンポーネントの設計生産性評価FPGAを用いた処理のロボット向けコンポーネントの設計生産性評価
FPGAを用いた処理のロボット向けコンポーネントの設計生産性評価
 
AliEaters in Osaka #4「Alibaba Cloud 最新アップデート」
AliEaters in Osaka #4「Alibaba Cloud 最新アップデート」AliEaters in Osaka #4「Alibaba Cloud 最新アップデート」
AliEaters in Osaka #4「Alibaba Cloud 最新アップデート」
 
[DL輪読会]A Style-Based Generator Architecture for Generative Adversarial Networks
[DL輪読会]A Style-Based Generator Architecture for Generative Adversarial Networks[DL輪読会]A Style-Based Generator Architecture for Generative Adversarial Networks
[DL輪読会]A Style-Based Generator Architecture for Generative Adversarial Networks
 
re:Invent 2018 recap for Gaming ~ゲーム関連セッションのご紹介~
re:Invent 2018 recap for Gaming ~ゲーム関連セッションのご紹介~re:Invent 2018 recap for Gaming ~ゲーム関連セッションのご紹介~
re:Invent 2018 recap for Gaming ~ゲーム関連セッションのご紹介~
 
Magie di git
Magie di gitMagie di git
Magie di git
 
Game Day in Action for Chaos Engineering - 윤석찬 (AWS 테크에반젤리스트) :: 한국 카오스엔지니어링 밋업
Game Day in Action for Chaos Engineering - 윤석찬 (AWS 테크에반젤리스트) ::  한국 카오스엔지니어링 밋업Game Day in Action for Chaos Engineering - 윤석찬 (AWS 테크에반젤리스트) ::  한국 카오스엔지니어링 밋업
Game Day in Action for Chaos Engineering - 윤석찬 (AWS 테크에반젤리스트) :: 한국 카오스엔지니어링 밋업
 
Ddd by-clark chou
Ddd by-clark chouDdd by-clark chou
Ddd by-clark chou
 

Similar to DevLove k8s nobusue 20180711

Similar to DevLove k8s nobusue 20180711 (20)

JTF2018_B30_k8s_operator_nobusue
JTF2018_B30_k8s_operator_nobusueJTF2018_B30_k8s_operator_nobusue
JTF2018_B30_k8s_operator_nobusue
 
[表示が崩れる場合ダウンロードしてご覧ください] 2018年のDocker・Moby
[表示が崩れる場合ダウンロードしてご覧ください] 2018年のDocker・Moby[表示が崩れる場合ダウンロードしてご覧ください] 2018年のDocker・Moby
[表示が崩れる場合ダウンロードしてご覧ください] 2018年のDocker・Moby
 
UIT#4 ページ遷移Animation & Skeleton screen をWebViewアプリに実装した体験談
UIT#4 ページ遷移Animation & Skeleton screen  をWebViewアプリに実装した体験談UIT#4 ページ遷移Animation & Skeleton screen  をWebViewアプリに実装した体験談
UIT#4 ページ遷移Animation & Skeleton screen をWebViewアプリに実装した体験談
 
JAWS DAYS 2018
JAWS DAYS 2018JAWS DAYS 2018
JAWS DAYS 2018
 
Cncf k8s_network_part1
Cncf k8s_network_part1Cncf k8s_network_part1
Cncf k8s_network_part1
 
Edge trends mizuno
Edge trends mizunoEdge trends mizuno
Edge trends mizuno
 
AIアプリはこう作る!-独自の識別モデル作成も簡単 Einstein Platform Services の使い方
AIアプリはこう作る!-独自の識別モデル作成も簡単 Einstein Platform Services の使い方AIアプリはこう作る!-独自の識別モデル作成も簡単 Einstein Platform Services の使い方
AIアプリはこう作る!-独自の識別モデル作成も簡単 Einstein Platform Services の使い方
 
Google Polymer in Action
Google Polymer in ActionGoogle Polymer in Action
Google Polymer in Action
 
サービスをスケールさせるために AWSと利用者の技術
サービスをスケールさせるために AWSと利用者の技術サービスをスケールさせるために AWSと利用者の技術
サービスをスケールさせるために AWSと利用者の技術
 
Parallel Computing in R
Parallel Computing in RParallel Computing in R
Parallel Computing in R
 
【TECH×GAME COLLEGE#22】マイクリプトヒーローズの作り方
【TECH×GAME COLLEGE#22】マイクリプトヒーローズの作り方【TECH×GAME COLLEGE#22】マイクリプトヒーローズの作り方
【TECH×GAME COLLEGE#22】マイクリプトヒーローズの作り方
 
Linux 系統管理與安全:進階系統管理系統防駭與資訊安全
Linux 系統管理與安全:進階系統管理系統防駭與資訊安全Linux 系統管理與安全:進階系統管理系統防駭與資訊安全
Linux 系統管理與安全:進階系統管理系統防駭與資訊安全
 
Japan Lustre User Group 2014
Japan Lustre User Group 2014Japan Lustre User Group 2014
Japan Lustre User Group 2014
 
신뢰성 높은 클라우드 기반 서비스 운영을 위한 Chaos Engineering in Action (윤석찬, AWS 테크에반젤리스트) :: ...
신뢰성 높은 클라우드 기반 서비스 운영을 위한 Chaos Engineering in Action (윤석찬, AWS 테크에반젤리스트) :: ...신뢰성 높은 클라우드 기반 서비스 운영을 위한 Chaos Engineering in Action (윤석찬, AWS 테크에반젤리스트) :: ...
신뢰성 높은 클라우드 기반 서비스 운영을 위한 Chaos Engineering in Action (윤석찬, AWS 테크에반젤리스트) :: ...
 
How to Cisco ACI Multi-Pod
How to Cisco ACI Multi-PodHow to Cisco ACI Multi-Pod
How to Cisco ACI Multi-Pod
 
20170322_ICON21技術セミナー1_加藤
20170322_ICON21技術セミナー1_加藤20170322_ICON21技術セミナー1_加藤
20170322_ICON21技術セミナー1_加藤
 
20170322_ICON21技術セミナー1_加藤
20170322_ICON21技術セミナー1_加藤20170322_ICON21技術セミナー1_加藤
20170322_ICON21技術セミナー1_加藤
 
Voxxed Days Thesaloniki 2016 - Whirlwind tour through the HTTP2 spec
Voxxed Days Thesaloniki 2016 - Whirlwind tour through the HTTP2 specVoxxed Days Thesaloniki 2016 - Whirlwind tour through the HTTP2 spec
Voxxed Days Thesaloniki 2016 - Whirlwind tour through the HTTP2 spec
 
タイムインターメディア 会社紹介
タイムインターメディア 会社紹介タイムインターメディア 会社紹介
タイムインターメディア 会社紹介
 
SpringOne Platform 2017報告会 メインプロジェクトのアップデート
SpringOne Platform 2017報告会 メインプロジェクトのアップデートSpringOne Platform 2017報告会 メインプロジェクトのアップデート
SpringOne Platform 2017報告会 メインプロジェクトのアップデート
 

More from Nobuhiro Sue

Jjug 20140430 gradle_intro
Jjug 20140430 gradle_introJjug 20140430 gradle_intro
Jjug 20140430 gradle_intro
Nobuhiro Sue
 
Gws 20140418 camel_groovy
Gws 20140418 camel_groovyGws 20140418 camel_groovy
Gws 20140418 camel_groovy
Nobuhiro Sue
 
20140329_kyon_kao_wedding_LT_Groovy
20140329_kyon_kao_wedding_LT_Groovy20140329_kyon_kao_wedding_LT_Groovy
20140329_kyon_kao_wedding_LT_Groovy
Nobuhiro Sue
 
Groovy base gradle_20130309
Groovy base gradle_20130309Groovy base gradle_20130309
Groovy base gradle_20130309
Nobuhiro Sue
 
クラウド研究会 20120712 BaaS
クラウド研究会 20120712 BaaSクラウド研究会 20120712 BaaS
クラウド研究会 20120712 BaaS
Nobuhiro Sue
 
Gws 20120521 gradle
Gws 20120521 gradleGws 20120521 gradle
Gws 20120521 gradle
Nobuhiro Sue
 
ぽんぽこバレー勉強会 20120427
ぽんぽこバレー勉強会 20120427ぽんぽこバレー勉強会 20120427
ぽんぽこバレー勉強会 20120427
Nobuhiro Sue
 
Html5勉強会 20120423
Html5勉強会 20120423Html5勉強会 20120423
Html5勉強会 20120423
Nobuhiro Sue
 
G*workshop 2011/11/22 Geb+Betamax
G*workshop 2011/11/22 Geb+BetamaxG*workshop 2011/11/22 Geb+Betamax
G*workshop 2011/11/22 Geb+Betamax
Nobuhiro Sue
 

More from Nobuhiro Sue (20)

Fuse Online Hands-on Guide
Fuse Online Hands-on GuideFuse Online Hands-on Guide
Fuse Online Hands-on Guide
 
Fuse Online Hands-on Guide
Fuse Online Hands-on GuideFuse Online Hands-on Guide
Fuse Online Hands-on Guide
 
Knative CloudEvents
Knative CloudEventsKnative CloudEvents
Knative CloudEvents
 
JSUG20171027-spfingboot-k8s-ocp
JSUG20171027-spfingboot-k8s-ocpJSUG20171027-spfingboot-k8s-ocp
JSUG20171027-spfingboot-k8s-ocp
 
Light and shadow of microservices
Light and shadow of microservicesLight and shadow of microservices
Light and shadow of microservices
 
Gws 20141024 gradle_intro
Gws 20141024 gradle_introGws 20141024 gradle_intro
Gws 20141024 gradle_intro
 
Jjug 20140430 gradle_intro
Jjug 20140430 gradle_introJjug 20140430 gradle_intro
Jjug 20140430 gradle_intro
 
Gws 20140418 camel_groovy
Gws 20140418 camel_groovyGws 20140418 camel_groovy
Gws 20140418 camel_groovy
 
20140329_kyon_kao_wedding_LT_Groovy
20140329_kyon_kao_wedding_LT_Groovy20140329_kyon_kao_wedding_LT_Groovy
20140329_kyon_kao_wedding_LT_Groovy
 
Gws 20140117 lt
Gws 20140117 ltGws 20140117 lt
Gws 20140117 lt
 
Gws 20131018 vertx_handson(updated)
Gws 20131018 vertx_handson(updated)Gws 20131018 vertx_handson(updated)
Gws 20131018 vertx_handson(updated)
 
Gws 20130315 gradle_handson
Gws 20130315 gradle_handsonGws 20130315 gradle_handson
Gws 20130315 gradle_handson
 
Groovy base gradle_20130309
Groovy base gradle_20130309Groovy base gradle_20130309
Groovy base gradle_20130309
 
クラウド研究会 20120712 BaaS
クラウド研究会 20120712 BaaSクラウド研究会 20120712 BaaS
クラウド研究会 20120712 BaaS
 
Letsgo developer 2012 Continuous Delivery
Letsgo developer 2012 Continuous DeliveryLetsgo developer 2012 Continuous Delivery
Letsgo developer 2012 Continuous Delivery
 
Gws 20120521 gradle
Gws 20120521 gradleGws 20120521 gradle
Gws 20120521 gradle
 
ぽんぽこバレー勉強会 20120427
ぽんぽこバレー勉強会 20120427ぽんぽこバレー勉強会 20120427
ぽんぽこバレー勉強会 20120427
 
Html5勉強会 20120423
Html5勉強会 20120423Html5勉強会 20120423
Html5勉強会 20120423
 
Groovy indy 20120222
Groovy indy 20120222Groovy indy 20120222
Groovy indy 20120222
 
G*workshop 2011/11/22 Geb+Betamax
G*workshop 2011/11/22 Geb+BetamaxG*workshop 2011/11/22 Geb+Betamax
G*workshop 2011/11/22 Geb+Betamax
 

Recently uploaded

Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
panagenda
 

Recently uploaded (20)

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
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024
 
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor Presentation
 
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...
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptx
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challenges
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWEREMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
Navi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Navi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot ModelNavi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Navi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot Model
 
A Beginners Guide to Building a RAG App Using Open Source Milvus
A Beginners Guide to Building a RAG App Using Open Source MilvusA Beginners Guide to Building a RAG App Using Open Source Milvus
A Beginners Guide to Building a RAG App Using Open Source Milvus
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
 

DevLove k8s nobusue 20180711