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Elton Stoneman
Microsoft MVP & Pluralsight Author
http://particular.net
Scaling with
Asynchronous Messaging
Introduction to ServiceInsight for NServiceBusScaling with Asynchronous Messaging
The VETRO pattern
Single host architectures
Message queue architecture
Outline
Introduction to ServiceInsight for NServiceBusScaling with Asynchronous Messaging
Integration pattern – receive
input; process; send output.
Discrete components.
Well suited to distributed
processing.
How parallel can you go?
The VETRO Pattern
Validate
Enrich
Transform
Route
Operate
Introduction to ServiceInsight for NServiceBusScaling with Asynchronous Messaging
Synchronous, sequential processing
Single host process
Demo – App V1.0
Introduction to ServiceInsight for NServiceBusScaling with Asynchronous Messaging
1K messages: <1 min
10K messages: 4.5 min
App V1.0
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1K msg 10K msg
Introduction to ServiceInsight for NServiceBusScaling with Asynchronous Messaging
1K messages: <1 min
10K messages: 4.5 min
1M messages: 7-8 hours
App V1.0
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Introduction to ServiceInsight for NServiceBusScaling with Asynchronous Messaging
Asynchronous, parallel processing
Using Tasks and DataFlow
Single host process
Demo – App V1.1 & 1.2
Introduction to ServiceInsight for NServiceBusScaling with Asynchronous Messaging
App V1.2
1K messages: <0.5 min
10K messages: 3.5 min
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Introduction to ServiceInsight for NServiceBusScaling with Asynchronous Messaging
App V1.2
1K messages: <0.5 min
10K messages: 3.5 min
1M messages: 5.5 hours
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1K msg 10K msg 1M
Introduction to ServiceInsight for NServiceBusScaling with Asynchronous Messaging
App V1.2: In the Real World
1K messages: 1 min
10K messages: 10 min
1M messages: 17.5 hours
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Introduction to ServiceInsight for NServiceBusScaling with Asynchronous Messaging
Single host receives input &
runs processing.
v1.2 runs at 16msg/sec =
17.5 hours for 1M messages.
Cannot run extra hosts without
contention over input.
Needs rewrite to scale.
Scaling Limitations
Introduction to ServiceInsight for NServiceBusScaling with Asynchronous Messaging
Single host receives input &
sends 'do processing'
messages to queues.
Hosts can read from queues
without contention.
Allows multiple hosts to run
processing concurrently.
More scale – add hosts.
Message Queue Architecture
Asynchronous message sending
Single producer process
Multiple consumer processes
Introduction to ServiceInsight for NServiceBusScaling with Asynchronous Messaging
Demo: App V2
Introduction to ServiceInsight for NServiceBusScaling with Asynchronous Messaging
App V2
1K messages: <1 min
10K messages: 10 min
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Introduction to ServiceInsight for NServiceBusScaling with Asynchronous Messaging
App V2
1K messages: <1 min
10K messages: 10 min
1M messages: 16.5 hours
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Introduction to ServiceInsight for NServiceBusScaling with Asynchronous Messaging
Remote DB & API
1x VM @ 1x host reading input & producing messages
3x VMs, each @ 9x hosts consuming messages
Demo – App V2 on Multiple VMs
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1K msg 10K msg
Introduction to ServiceInsight for NServiceBusScaling with Asynchronous Messaging
App V2 on Multiple VMs
1K messages: <1 min
10K messages: 8 min
Introduction to ServiceInsight for NServiceBusScaling with Asynchronous Messaging
App V2 on Multiple VMs
1K messages: <1 min
10K messages: 8 min
1M messages: 13.5 hours
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Introduction to ServiceInsight for NServiceBusScaling with Asynchronous Messaging
Scaling with App V2
1M messages
3 VMs: 13.5 hours
6 VMs: 6.5 hours
10 VMs: 1.5 hours0
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Du
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/ h
ou
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Consumer VMs
Introduction to ServiceInsight for NServiceBusScaling with Asynchronous Messaging
• Single processor always limited
• Split work and distribute
• Bottlenecks – dependencies not app logic
• Downside – more moving parts
• More upsides
Summary
Thank you
github.com/sixeyed/going-async
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