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Introduction
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What is System Dynamics
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Origins of System Dynamics
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Cybernetics
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System Dynamics
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Control Theory
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Primary Abstractions
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Modeling Systems
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Distributed Systems
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AWSkinesis
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Outages
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Configuration Change
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Stock Flow Models
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Resources
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Conventional Tools
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Fault Project
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Fault Demo
Description:
Explore the resurgence of System Dynamics in computer science through this 27-minute conference talk from SREcon21. Delve into the history and principles of System Dynamics, a modeling approach developed by MIT computer scientists that focuses on feedback loops in systems. Discover why this technique, once overshadowed by formal verification, is becoming increasingly relevant in addressing outages triggered by dysfunctional feedback loops in distributed applications and automation environments. Learn about available tooling for software engineers to build and run System Dynamics models, and understand how to represent various architectures using its abstractions. Gain insights into topics such as Cybernetics, Control Theory, AWS Kinesis, configuration changes, and stock flow models, while exploring the Fault Project and its demonstration.

Let's Bring System Dynamics Back to CS

USENIX
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