2. About me
Cloud Architect @ Linker
Networks
Golang User Group - Co-
Organizer
Top 5 Taiwan Golang open
source contributor (github
award)
Developer, Curator, Blogger
13. Before machine cluster
DB Master:
IP: 192.168.1.222
DB Slave:
IP: 192.168.1.223
Web Server 1:
IP: 192.168.1.101
Web Server 2:
IP: 192.168.1.102
Web Server 3:
IP: 192.168.1.103
Load Balancer:
IP: 1.2.3.4
27. Maximize Utilization
Analyze utilization and reduce working
machines to save our customer budget
- Predict utilization trend
- Provide auto-scaling threshold
adjustment
35. HPC (with GPU) Server
Storage SDN
Storage SDN
Data Collect Probe & Sensor & Smart GW
Visualization
Data Process
Data Analysis &
Machine Learning
DCOS/
Kubernetes
Spark ML Tensorflow
DCOS / Kubernetes
Cassandra (Storage)
Kafka (Queueing)
Go/Akka (Connector)
Spark (ETL/Streaming)
D3.js
Scikit Learn R
Interactive
Dashboard
Jupyter Notebook
Zeppelin
ML Job
Scheduler
Chronos
MIC System Architecture