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Google Cloud Computing compares
GCE, GKE and GAE
Simon Su @ GCPUG.TW
I’m Simon Su...
var simon = {/** I am at GCPUG.TW **/};
simon.GDE = 'https://developers.google.com/experts/people/peihsin-su';
simon.nodejs = ‘http://opennodes.arecord.us';
simon.googleshare = 'http://gappsnews.blogspot.tw'
simon.nodejsblog = ‘http://nodejs-in-example.blogspot.tw';
simon.blog = ‘http://peihsinsu.blogspot.com';
simon.slideshare = ‘http://slideshare.net/peihsinsu/';
simon.email = ‘simonsu.mail@gmail.com’;
simon.say(‘Let’s go Cloud!');
Welcome to join us!
Google Cloud Platform
BigQuery
Big Data
Pub/Sub Dataflow Dataproc Datalab
Compute
Compute EngineApp Engine Container Engine
Storage
Cloud
Storage
Cloud SQL Cloud
Datastore
Bigtable
Machine Learning
Speech
API
Machine
Learning
Translate APIVision APINatural
Language API
GCE
Compute Engine
- GCE VM, Disk, Network
- Load Balancer
- Instance Group
GAE
App Engine
- Standard Runtime
- Flexible Runtime
- Standard Env
- Custom Env
GKE
Container Engine
- Docker & rkt
- Pod, deployment
- Service vs. NLB
- Ingress vs. HLB
- Scaling
Getting Start…
You want to deploy...
Like this...
Or this...
What we care about...
● Loading high
● Run out of resource
● Management
● Monitoring & alert
● Cost
● ...
Over Bare-metal Deployment
Using GAE Deploy
Over Kubernetes
Container
Code and libraries
Container
Code and libraries
Container
Code and libraries
Container
Code and libraries
GCE / GKE / GAE
PaaS
Preset run-times
Java, Go, PHP, Python...
Focus is application logic
Pay for what you use
Less management overhead
IaaS
Raw compute, storage and
network
More granular control
Pay for what you allocate
More management overhead
Towards
managed
infrastructure
Towards
managed
services
Compute Engine App EngineContainer Engine
- restrictions and
conditions
- dockerized
service
- micro services
- fast scale
- no limitation
GCE / GKE / GAE need to do before use
Towards
managed
infrastructure
Towards
managed
services
Compute Engine App EngineContainer Engine
- operation &
monitor
- architecture
planning
- more integrated
pricing
- daily free 28
instance/hour
quota
- master node
managed by
google
- at last 1 worker
node
- extend base on
template vm
size
GCE / GKE / GAE compares in Cost
Towards
managed
infrastructure
Towards
managed
services
Compute Engine App EngineContainer Engine
- custom node
size / scalable
pricing
- load balancer
pricing
- web services
with large
scaling
- need quick
scale
- using GAE
services
- micro services
- containerized
services
- plan to cross
cloud
GCE / GKE / GAE good for...
Towards
managed
infrastructure
Towards
managed
services
Compute Engine App EngineContainer Engine
- small scale for
small service
deploy
- large scale for
high
performance
service
There are more features...
GCE
~ more ~
Functional
● Integrated cloud permissions
● Routing and firewalls
● Snapshot
● Images
● Custom machine type
Pricing
● Sustain pricing
● Sub-hour billing
GAE
~ more ~
Project
App Engine
App Servers
Application
instances
Application
instances
Application
instances
Task
queues
Scheduled
tasks
Search
Memcache
Logs
● Federation clustering
● Auto scaling
● GCE resource integrated
○ HLB as K8S Ingress
○ NLB as K8S Service
● Secret
● GKE UI
● Host auto-scaling
● Version upgrade & management
● Container registry (gcr.io)
● Image builder
GKE
~ more ~
StackDriver
All you used in GCP can be Monitored….
Monitoring
Platform, system, and
application metrics
Uptime/health checks
Dashboards and alerts
Logging
Platform, system, and
application logs
Log search/view/filter
Log-based metrics
Trace
Latency reporting and
sampling
Per-URL latency and
statistics
Error Reporting
Error notifications
Error dashboard
Debugger
Debug applications
Thanks
Q&A
More GCP events...
Join us….

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Google Cloud Computing compares GCE, GAE and GKE

  • 1. Google Cloud Computing compares GCE, GKE and GAE Simon Su @ GCPUG.TW
  • 2. I’m Simon Su... var simon = {/** I am at GCPUG.TW **/}; simon.GDE = 'https://developers.google.com/experts/people/peihsin-su'; simon.nodejs = ‘http://opennodes.arecord.us'; simon.googleshare = 'http://gappsnews.blogspot.tw' simon.nodejsblog = ‘http://nodejs-in-example.blogspot.tw'; simon.blog = ‘http://peihsinsu.blogspot.com'; simon.slideshare = ‘http://slideshare.net/peihsinsu/'; simon.email = ‘simonsu.mail@gmail.com’; simon.say(‘Let’s go Cloud!');
  • 4. Google Cloud Platform BigQuery Big Data Pub/Sub Dataflow Dataproc Datalab Compute Compute EngineApp Engine Container Engine Storage Cloud Storage Cloud SQL Cloud Datastore Bigtable Machine Learning Speech API Machine Learning Translate APIVision APINatural Language API
  • 5. GCE Compute Engine - GCE VM, Disk, Network - Load Balancer - Instance Group
  • 6. GAE App Engine - Standard Runtime - Flexible Runtime - Standard Env - Custom Env
  • 7. GKE Container Engine - Docker & rkt - Pod, deployment - Service vs. NLB - Ingress vs. HLB - Scaling
  • 11. What we care about... ● Loading high ● Run out of resource ● Management ● Monitoring & alert ● Cost ● ...
  • 13.
  • 15.
  • 17. Container Code and libraries Container Code and libraries Container Code and libraries Container Code and libraries
  • 18. GCE / GKE / GAE PaaS Preset run-times Java, Go, PHP, Python... Focus is application logic Pay for what you use Less management overhead IaaS Raw compute, storage and network More granular control Pay for what you allocate More management overhead Towards managed infrastructure Towards managed services Compute Engine App EngineContainer Engine
  • 19. - restrictions and conditions - dockerized service - micro services - fast scale - no limitation GCE / GKE / GAE need to do before use Towards managed infrastructure Towards managed services Compute Engine App EngineContainer Engine - operation & monitor - architecture planning
  • 20. - more integrated pricing - daily free 28 instance/hour quota - master node managed by google - at last 1 worker node - extend base on template vm size GCE / GKE / GAE compares in Cost Towards managed infrastructure Towards managed services Compute Engine App EngineContainer Engine - custom node size / scalable pricing - load balancer pricing
  • 21. - web services with large scaling - need quick scale - using GAE services - micro services - containerized services - plan to cross cloud GCE / GKE / GAE good for... Towards managed infrastructure Towards managed services Compute Engine App EngineContainer Engine - small scale for small service deploy - large scale for high performance service
  • 22. There are more features...
  • 23. GCE ~ more ~ Functional ● Integrated cloud permissions ● Routing and firewalls ● Snapshot ● Images ● Custom machine type Pricing ● Sustain pricing ● Sub-hour billing
  • 24. GAE ~ more ~ Project App Engine App Servers Application instances Application instances Application instances Task queues Scheduled tasks Search Memcache Logs
  • 25. ● Federation clustering ● Auto scaling ● GCE resource integrated ○ HLB as K8S Ingress ○ NLB as K8S Service ● Secret ● GKE UI ● Host auto-scaling ● Version upgrade & management ● Container registry (gcr.io) ● Image builder GKE ~ more ~
  • 26. StackDriver All you used in GCP can be Monitored….
  • 27. Monitoring Platform, system, and application metrics Uptime/health checks Dashboards and alerts Logging Platform, system, and application logs Log search/view/filter Log-based metrics Trace Latency reporting and sampling Per-URL latency and statistics Error Reporting Error notifications Error dashboard Debugger Debug applications