Distributed Data Analysis Design and Evaluation Cycle

• Prototype design

• Implement monitoring and reporting tools

• Test prototype: track “performance”: throughput, latency, resource utilization

• Model (simulate): develop and test predictions

• Modify design from models

• Develop next prototype

• Next Prototype test, …, Etc.

• Performance monitoring, and design cycles continue into the operations phase

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