The New Tech Stack for Devices and Their Apps Ryan Tabora Senior Data Engineer February 2014
The New Tech Stack for Devices and Their Apps
Ryan Tabora Senior Data Engineer
February 2014
CONFIDENTIAL |
What is Device Data?
!2
Customers Home Base
Parser
Parser
Parser
System of
RecordETL Data Access
CONFIDENTIAL | !3
Reference Architecture
CONFIDENTIAL | !4
Ingestion Technologies
Storm
kinesis
Log Aggregation Streaming Bulk Import/ETL
CONFIDENTIAL |
Data Stores
!5
redshift
Core Storage Classic NoSQL Search Oriented MPPs
dynamodb
CONFIDENTIAL |
Data Transformation Technologies
!6
Pig
Batch Faster-than-batch