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Cloud OnBoard
GCP
Compute Engine Kubernetes Engine App Engine Cloud Functions
IaaS Hybrid PaaS (Automated elastic resources)
Cloud OnBoard
FASTER
Unity(
PLCN( SJC(
Monet(
Junior( (POP) > 100 Tannat >1000
Indigo( Cloud OnBoard
Google Cloud Platform (REGIONS) (ZONES)
Cloud OnBoard
Sub-hour VM
Cloud OnBoard
API
Cloud Bigtable Kubernetes Google Stackdriver
Forseti Security Cloud Dataproc Kubernetes Engine Cloud OnBoard
U2F
Google DoS(Denial of Service
Encryption at rest
U2F Google Cloud Platform
Google Cloud Platform
Google Cloud OnBoard
: Google Cloud Platform
Compute Engine Kubernetes Engine App Engine Cloud Functions Cloud OnBoard
Google Cloud Platform
Bigtable Cloud Cloud SQL Cloud Cloud Compute Engine Kubernetes Engine App Engine Cloud Functions Storage Spanner Datastore Cloud OnBoard
Google Cloud Platform
Bigtable Cloud Cloud SQL Cloud Cloud Compute Engine Kubernetes Engine App Engine Cloud Functions Storage Spanner Datastore
BigQuery Pub/Sub Dataflow Dataproc Datalab Vision API Cloud ML Speech Translation API Natural Engine API Language API Cloud OnBoard 1
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7 Google Cloud Platform Google Cloud Platform
8 https://cloud.google.com/why-google/ http://cloud.google.com/products/
9 Google Cloud Platform 10 https://cloud.google.com/pricing/philosophy/ http://cloud.google.com/solutions/ 11
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13 https://www.google.com/about/datacenters/ 14 15
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IaaS PaaS
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ID ● Google
OS
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9 Cloud ID 10
11 Google Cloud Platform
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● Google Cloud
● ○ [email protected] ■
○ ■
[email protected] Cloud OnBoard 1 2 IAM 3
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12 ● Google 13
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ID
Cloud OnBoard
ID
Cloud ID Cloud Console IAM
● ● ID ● ● Cloud OnBoard Cloud OnBoard 1
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8 Google IDaaP 9 GSuite 10 [email protected] 11 12 Google 13 [email protected] 14
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16 test@project_id.iam.gserviceaccount.com 17
18 Cloud OnBoard 1 2 (Service Account) 3 (VM) 5
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7 ● ID 8
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11 ● 12 _ID>.iam.gserviceaccount.com 13 ○
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11 compute.instances.delete
12 compute.instances.get
13 compute.instances.list
14 compute.instances.setMachineType compute.instances.start 15 compute.instances.stop 16
example.com 17 < 18 Cloud OnBoard 1 2 IAM 3
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11 compute.instances.get
12 compute.instances.list
13 containers.pods.getLogs
14 appengine.instances.get logging.logs.list 15
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example.com 17
18 Cloud OnBoard
IAM GCP
Cloud OnBoard
IAM
(Viewer) (Editor) (Owner) (Billing Admin)
x x
x x
x x x
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A A Cloud OnBoard
IAM
● VM에 project_b (Editor)
● VM VM bucket_1 objectViewer
● VM
VM Storage. objectViewer
bucket_1
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GCP
Cloud Platform Cloud Shell Cloud Cloud Console REST API Console SDK
(CLI) iOS Android (Web UI)
>_ Cloud OnBoard
Google Cloud Platform Console
●
● ○ Cloud Source Repositories ○ Cloud Shell ○ Test Lab(
● API
●
Cloud OnBoard
Google Cloud SDK
● SDK Cloud Platform CLI ○ gcloud, gsutil(Cloud Storage), bq(BigQuery)
● Docker
● Cloud Shell ○ Compute Engine Cloud SDK
Cloud OnBoard 1 2 RESTful API 3
5 ● 6 ○ JSON 7 ○ OAuth 2.0 8 9 ● Google Cloud Platform console 10
11 ● API 12 ○
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Cloud Console
●
●
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Cloud OnBoard 1 2 API Explorer 3
5 ● API Explorer Google API 6
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GCP Marketplace
●
○ Google ○
● GCP ○ Cloud OnBoard 1
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6 Google Cloud Platform Cloud SDK 7 https://cloud.google.com/security/ https://cloud.google.com/sdk/#Quick_Start 8
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10 Google Cloud Platform
11 https://cloud.google.com/docs/permissions- http://cloud.google.com/solutions/ overview 12
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9 GCP 10 11
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Google Cloud
1 2 3
Google Cloud Platform GCP Essentials Quest cloud.google.com/training google.qwiklabs.com
Cloud OnBoard
Qwiklabs GCP
1 2 3 4
Qwiklabs GCP Cloud OnBoard
Qwiklabs
1
2 Qwiklabs
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Google Cloud VPC (Global). (Regional)
my VPC
us-east1
us-east1-b us-east1-c my-subnet1
10.0.0.0/24 10.0.0.2 10.0.0.3 Cloud OnBoard
asia-east1
B europe-west1
us-central1
us-west1
A C D us-east1
● A와 B가 서로 다른 지역에 있더라도 내부 IP를 통해 통신할 수 있습니다. ● C와 D가 같은 지역에 있더라도 외부 IP를 통해 통신해야 합니다. Cloud OnBoard
Google Cloud Platform
VPN Interconnect Direct Peering
Cloud VPN IPsec VPN RFC1918 IP Google VPC Google Public IP Google Cloud Platform(GCP) (SLA (VPC)
Cloud OnBoard 1
2
3 Cloud Global Load Balancing:
5
6 HTTP(S)
7 ● Anycast IP 8
9 ● Compute Engine HTTP(S) 10
11 ● (Health Check)
12
13 ● SSL
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9 10 (Health Check) 11 (Scalable) 12 (No Pre-warming)
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-10% 100% -20% -30% 75%
50% 24%
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0% 25% 50% 75% 100% Cloud OnBoard
2 Cloud OnBoard Cloud OnBoard
Preemptible VM CPU GPU
Cloud OnBoard 1
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VPC
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● IP
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● (VPN)
● Cloud Router
Cloud OnBoard 1 2 Google Cloud Platform 3
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10 CDN Google 11 Google 12
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18 Cloud OnBoard
Cloud DNS
● DNS
○ RESTful API
Cloud OnBoard
Cloud Load Balancing: HTTP(S)
● Compute Engine HTTP
● IP
● (Health Check)
●
Cloud OnBoard
Cloud Load Balancing: TCP/SSL, UDP
● TCP/SSL UDP Compute Engine
●
●
Cloud OnBoard
Cloud CDN(
● Google Edge Cache를 HTTP(S)
○
● Cloud CDN
Cloud OnBoard 1
2
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5
6 Google Compute Engine https://cloud.google.com/compute/docs/ 7
8 Google Cloud Platform VPC 9 https://cloud.google.com/compute/docs/vpc/ 10 11 Google Cloud Stackdriver 12 https://cloud.google.com/stackdriver/docs/
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14 Google Cloud Source Repositories gcloud
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7 Cloud SQL Cloud Spanner 8
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Google Cloud Platform
Cloud Cloud Cloud Cloud Cloud Storage SQL Spanner Datastore Bigtable Cloud OnBoard
Cloud Storage BLOB(Binary Large-OBject)
●
● ○
● (Data encryption at rest)
●
Cloud OnBoard 1 2 Cloud Storage 3
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Cloud OnBoard
Cloud Storage
Multi Regional Regional Nearline Coldline
SLA 99.95% 99.90% 99.00% 99.00%
API API
GB
GB “Google Cloud Platform Google Genomics
200
1,300
MSSNG 기
Google Cloud Storage MSSNG Cloud OnBoard 1
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7 Cloud SQL Cloud Spanner 8
9 Cloud Bigtable 10
11 Cloud Datastore
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Cloud SQL RDBMS
● MySQL PostgreSQL
●
●
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●
Cloud OnBoard
Cloud Spanner RDBMS
Cloud Spanner
●
● (Strong global consistency)
● (Managed instances with high availability)
● SQL(ANSI 2011 with extensions)
Cloud OnBoard 1
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7 Cloud SQL Cloud Spanner 8
9 Cloud Bigtable 10
11 Cloud Datastore
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Cloud Bigtable NoSQL
● NoSQL, wide-column
● ○ HBase API ○ , Hadoop
Cloud OnBoard
Cloud Bigtable
● (Replicated storage)
● (Data encryption in-flight and at rest)
● ACL
● Google , Gmail
: (CAT) 4 CAT
(~30PB
Cloud Bigtable Cloud OnBoard
Bigtable
애 API VM, HBase REST , HBase Cloud Bigtable
Cloud Dataflow Streaming, Spark Streaming, Storm
Hadoop MapReduce, Dataflow, Spark Cloud Bigtable Cloud Bigtable Cloud Bigtable Cloud OnBoard 1
2
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7 Cloud SQL Cloud Spanner 8
9 Cloud Bigtable 10
11 Cloud Datastore
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Cloud Datastore NoSQL DB
NoSQL
● (Fully Managed Service)
●
●
● (Built-in redundancy)
● ACID
Cloud OnBoard
Google Cloud Datastore
● ○
●
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● RESTful
Cloud OnBoard 1
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7 Cloud SQL Cloud Spanner 8
9 Cloud Bigtable 10
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Cloud Cloud Cloud Bigtable Cloud SQL BigQuery Datastore Storage Spanner
NoSQL NoSQL Blobstore OLTP OLTP OLAP용 관계형 wide column SQL SQL SQL
아니요
예
500GB 페타바이트+
1MB 0MB 5TB DB 10,240MiB 10MB/행 MB Cloud OnBoard
Cloud Cloud Cloud Bigtable Cloud SQL BigQuery Datastore Storage Spanner
NoSQL NoSQL Blobstore OLTP OLTP OLAP wide column SQL SQL SQL
' App Engine
(> ~2TB)
AdTech, , I/O, App Engine IoT (Global Consistency) Cloud OnBoard 1
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7 Cloud SQL Cloud Spanner 8
9 Cloud Bigtable 10
11 Cloud Datastore
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Cloud Storage GCP
BigQuery Compute Engine
Cloud Storage
App Cloud SQL Engine Cloud OnBoard
Cloud Bigtable GCP
Google Cloud Dataflow
Bigtable Cloud Dataflow
Google Cloud Dataproc Bigtable HBase Hadoop Cloud Dataproc Cloud Bigtable Hadoop Bigtable HBase Hadoop . Cloud OnBoard
Cloud SQL GCP
Cloud SQL Compute Engine Cloud SQL App Engine IP Cloud SQL
App Engine Cloud SQL Cloud SQL .
Cloud OnBoard 1
2
3
5
6 Cloud Storage Cloud Spanner https://cloud.google.com/storage/ https://cloud.google.com/spanner/docs/ 7
8 Google Cloud SQL Cloud Datastore 9 https://cloud.google.com/sql/docs/qui https://cloud.google.com/datastore/docs/ 10 ckstart 11 12 Cloud Bigtable
13 https://cloud.google.com/stackdriver/docs/
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IaaS PaaS
Compute Engine Kubernetes Engine App Engine
IaaS PaaS
Java, Go, PHP, Python...
Cloud OnBoard 1
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●
● ○
Cloud OnBoard
Google Cloud Kubernetes:
● ○
○
● ○
● ○ Cloud OnBoard
Kubernetes
● ○ (Multiple Zones
● ○ IP
● ○
Cloud OnBoard 1
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9 Kubernetes Engine 10
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Kubernetes Engine
●
○ Kubernetes ○ Compute Engine
● (Declarative syntax)
○ Kubernetes Engine Cloud OnBoard
Kubernetes Engine
●
● ○
● Kubernetes Cloud OnBoard
Treeptik
Google Kubernetes
-30% Docke REST API Cloud OnBoard 1 2 : Kubernetes Engine App Engine 3
5
6 Kubernetes App Engine 표준 App Engine 가변형 7 Engine 8
9 자바, Python, Go 및 모두
10 PHP
11 PaaS PaaS 12
13 웹 및 모바일 애플 웹 및 모바일 애플리케
14 리케이션 이션, 컨테이너 기반 작 업 부하 15
16
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18 Cloud OnBoard
Coursera Kubernetes Engine
1 https://www.coursera.org/voucher/Cloudonboard
2
Google Kubernetes Engine
3 )
Coursera.org/Googlecloud Cloud OnBoard 1
2
3
5
6 Kubernetes Engine Google Cloud Container Builder https://cloud.google.com/container- https://cloud.google.com/container- 7 engine/docs/ builder/docs/ 8
9 Kubernetes Engine Google Container Registry 10 https://cloud.google.com/container- https://cloud.google.com/container- 11 engine/ registry/docs/ 12 docs/tutorials
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7 Google App Engine Standard Environment 8
9 Google App Engine Flexible Environment 10
11 Google Cloud Endpoints Apigee Edge
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App Engine PaaS
● App Engine
● Cloud OnBoard 1
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6 Google App Engine
7 Google App Engine Standard Environment 8
9 Google App Engine Flexible Environment 10
11 Google Cloud Endpoints Apigee Edge
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App Engine Standard Environment
●
●
● ○ ○
● SDK
Cloud OnBoard
App Engine Standard Environment:
● Java, Python, PHP, Go
● ○ ○ ○ Cloud OnBoard
App Engine Standard
App Engine App Engine API 3
1
Memcache App Engine
SDK App Engine 2 Cloud OnBoard 1
2
3
5
6 Google App Engine
7 Google App Engine Standard Environment 8
9 Google App Engine Flexible Environment 10
11 Google Cloud Endpoints Apigee Edge
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App Engine Flexible Environment
●
●
● App Engine
● Python, Java, Go, Node.js
● : HTTP
● Dockerfile
Cloud OnBoard
App Engine
Standard Environment Flexible Environment
SSH
App Engine Cloud OnBoard
Kubernetes Engine App Engine
App Engine 환경Kubernetes 비교 Engine App Engine Flexible App Engine Standard
Python, Go, PHP
PaaS PaaS Cloud OnBoard 1
2
3
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6 Google App Engine
7 Google App Engine 8
9 Google App Engine 10
11 Google Cloud Endpoints Apigee Edge
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Cloud Endpoints API
● API API
● RESTful
● JSON Google API
● Auth0 및 Firebase
● Cloud OnBoard
Cloud Endpoints:
● App Engine Standard Flexible Environment, Compute Engine, Kubernetes Engine
● Java Python
● iOS, Android, Javascript
Cloud OnBoard 1 2 Apigee Edge API 3
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7 API
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6 Google App Engine Google Cloud Endpoints https://cloud.google.com/appengine/docs/ https://cloud.google.com/endpoints/docs/ 7
8 Google App Engine Apigee Edge 9 https://cloud.google.com/appengine/ http://docs.apigee.com/api- 10 docs/flexible/ services/content/what-apigee-edge 11 12 Google App Engine
13 https://cloud.google.com/appengine/
14 docs/standard/
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Cloud Source Repositories
● Google Cloud Platform Git
●
● Stackdriver Debugger
Cloud OnBoard
Cloud Functions
●
○ Cloud Storage
● , Google Cloud Platform Node.js
Cloud OnBoard 1
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Cloud Deployment Manager
●
● .yaml
●
Cloud OnBoard 1
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Error Reporting Trace Cloud OnBoard 1 2 Stackdriver 3
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7 CPU
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18 Cloud OnBoard 1 2 추가 자료 3
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6 Cloud Source Repositories https://cloud.google.com/source-repositories/docs/ 7
8
9 https://cloud.google.com/deployment-manager/docs/ 10 11 Google Stackdriver 12 https://cloud.google.com/stackdriver/docs/
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Google Cloud
Cloud Cloud BigQuery Cloud Cloud Dataproc Dataflow Pub/Sub Datalab
형 Hadoop MapReduce, Spark, Pig, Hive
Cloud OnBoard
Cloud Dataproc Hadoop
● Google Cloud Platform Hadoop Spark/Hive/Pig
●
● Cloud OnBoard
Cloud Dataproc
● Hadoop
● Cloud Storage
.
● Spark/Spark SQL .
● Spark (MLlib) (Classification) . Cloud OnBoard
Cloud Dataflow
● Compute Engine
○ ○
●
● Cloud OnBoard
Dataflow
(Source) BigQuery
(Transforms)
(Sink)
Cloud Storage Cloud OnBoard
Cloud Dataflow
● ETL( )
●
● (Orchestration):
● Cloud Storage, Cloud Pub/Sub, BigQuery, Bigtable GCP ○ Python SDK
Cloud OnBoard
BigQuery
● (PB)
● (SQL 2011)
●
Cloud OnBoard
BigQuery Google
●
●
● UC Denver Anschutz BigQuery
15 BigQuery
Cloud OnBoard
Cloud Pub/Sub
● ○ (topics) Pull Push ●
● Cloud Dataflow Cloud OnBoard
Cloud Pub/Sub
● Dataflow, (IoT),
● Dataflow
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Cloud Datalab
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● Python, SQL, BigQuery, Compute Engine, Cloud Storage
● BigQuery
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Cloud Machine Learning
● ○ : CPU GPU,
● ○ ○ Google , BigQuery Cloud Storage Cloud ML ● Google ○
○ ○ ○ Machine Learning API
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Cloud Vision API
● REST API ○
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Cloud Speech API
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Google Cloud
Associate Cloud Engineer .
Professional Cloud Architect
Professional Data Engineer
cloud.google.com/certification
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