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Getting started with Azure Event Hubs
and Stream Analytic Services
Getting started with azure event hubs and stream analytics services
Processing streaming data – use cases
• Automotive - fleet tracking, operations telemetry
• Medical - vital signs, fitness and health monitoring
• Meteorology - weather and environmental data
• Software - applications performance and instrumentation data
• Home automation – energy efficiency, home security
• Agriculture/farming – crops and cattle monitoring
Connected cow
End-to-end stream processing architecture
Producing sensor data with Raspberry Pi
Azure Service Bus
Source: https://channel9.msdn.com/Events/TechEd/Europe/2014/CDP-B307
Azure Event Hub
Cloud Services
Storage &
Analytics
Custom Code
& 3rd Party
Services
Web/Mobile
User
Interfaces
Integration
Services
Event Hub
- Hyper Scale -
- Fully Managed -
- Interoperable -
- Secure -
- Cost Effective -
Azure Event Hub (cont.)
DEMO
• Create Azure Event Hub
• Read events using console windows app
• Send events using Python script on Raspberry Pi
Azure Stream Analytics
• Managed service in Azure Cloud
• Build for hyper-scale
• Cost effective
• Real-time data processing
• Developer productivity
Azure Stream Analytics: Basic Job Topology
Inputs
• Data Stream
• Reference data
• Supported data formats:
• JSON
• CSV
• Apache Avro (binary JSON)
Outputs
• Azure Tables or Blob
• SQL Database
• Event Hub
• Service Bus Queue/Topic
• PowerBI dataset
• DocumentDB
Query - SQL like language with built in temporal semantics
Azure Stream Analytics: Grouping data - Windowing
Tumbling window
Aggregate per time interval
Hopping window
Schedule overlapping windows
Sliding window
Window constantly re-evaluated
DEMO
• Create Azure Stream Analytics job
• Add input/output to job topology
• Write pass-through query to archive events to Azure Table
• Write aggregate query to save temp averages only to Azure Table
• Web-dashboard demo
ANATOMY OF A H4CK3R ATTACK
DEMO
• Review CurcuitBreaker app
• Review CurcuitBreaker ASA query
• Run real-time Dashboard
• Hack into Steel Mountain!
Q&A
THANK YOU
Vladimir Bychkov
Technical Team Lead
vbychkov@eastbanctech.com
eastbanctech.com
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Getting started with azure event hubs and stream analytics services

Editor's Notes

  • #3: Multiple sources analyzed via ETL process
  • #5: HD Insight – Managed Hadoop service on Azure
  • #8: Event Hub – partitioned event ingestion
  • #19: Elliot