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Google Cloud Computing comparesGCE, GKE and GAE
Simon Su @ GCPUG.TW
I’m Simon Su...
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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
GCECompute Engine
- GCE VM, Disk, Network- Load Balancer- Instance Group
GAEApp Engine
- Standard Runtime- Flexible Runtime
- Standard Env- Custom Env
GKEContainer 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
ContainerCode and libraries
ContainerCode and libraries
ContainerCode and libraries
ContainerCode and libraries
GCE / GKE / GAE
PaaSPreset run-times
Java, Go, PHP, Python...Focus is application logic
Pay for what you useLess management overhead
IaaSRaw compute, storage and
networkMore granular control
Pay for what you allocateMore management overhead
Towardsmanaged
infrastructure
Towardsmanaged 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
Towardsmanaged
infrastructure
Towardsmanaged 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
Towardsmanaged
infrastructure
Towardsmanaged 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...
Towardsmanaged
infrastructure
Towardsmanaged 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 EngineApp 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 ~
StackDriverAll you used in GCP can be Monitored….
MonitoringPlatform, system, and application metricsUptime/health checksDashboards and alerts
LoggingPlatform, system, and application logsLog search/view/filterLog-based metrics
TraceLatency reporting and samplingPer-URL latency and statistics
Error ReportingError notificationsError dashboard
DebuggerDebug applications
ThanksQ&A
More GCP events...
Join us….
