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Production deployment patterns and infrastructure
Plan a service around real workload and required behavior.
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Production deployment patterns and infrastructure
Plan a service around real workload and required behavior.
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Source-based teaching example · Fictional data · Reviewed 2026-10-03. Microsoft Mark · locally synthesized. On a small screen, use fullscreen for diagram details or read the transcript.
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0:00 · What you will learn
Plan a service around real workload and required behavior.
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Plan a service around real workload and required behavior.
0:06 · The idea
Check capacity, waiting time and feature support together. A familiar API format does not prove the underlying service supports every required feature. A local system can serve real work when the necessary controls are in place.
What appears on screen
Check capacity, waiting time and feature support together. A familiar API format does not prove the underlying service supports every required feature. A local system can serve real work when the necessary controls are in place.
0:24 · One useful term
Concurrency. The amount of work in progress at the same time.
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The amount of work in progress at the same time.
0:31 · A worked example
At a stable two requests per second and three seconds average time in the system, average work in progress is six. A limit of four bounds admitted work but does not itself prove the timing target.
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At a stable two requests per second and three seconds average time in the system, average work in progress is six. A limit of four bounds admitted work but does not itself prove the timing target.
0:47 · Your turn to think
Does limiting the queue automatically establish acceptable response time? Pause and decide before continuing.
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Does limiting the queue automatically establish acceptable response time? Pause the video if you need more time.
1:05 · Why this answer works
No. Test the workload and required features. Distinguish a running process from a service ready to perform its task.
What appears on screen
No. Test the workload and required features. Distinguish a running process from a service ready to perform its task.
1:16 · Check 1
Check units and workload assumptions.
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Check units and workload assumptions.
1:21 · Check 2
Check whether the task works, not only whether the process is running.
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Check whether the task works, not only whether the process is running.
1:28 · Check 3
Verify the underlying service supports each required feature.
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Verify the underlying service supports each required feature.
1:35 · Now try a different case
Open the lesson and try its different practice case. Use every check in the full task. Watching alone does not mark the lesson complete.
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Open the lesson Try the new case Check and revise The full task and its requirements are in the linked lesson.
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