Productivity & time workflow

Batch Job Concurrency Deadline Calculator

Estimate completion time for fixed-duration parallel jobs.

Method and input definitions

Execution waves = ceil(task count ÷ concurrent slots). Estimated makespan = waves × duration per task + (waves − 1) × overhead between waves. It assumes tasks in a wave run in parallel and finish together.

Worked example

Twenty-five 12-minute tasks with 6 slots need 5 waves. With 2 minutes between waves, makespan is 5 × 12 + 4 × 2 = 68 minutes.

Assumptions and limits

Task durations are treated as equal, resources do not contend, and there is no startup before the first wave or teardown after the last. Retries are excluded.

Inputs are bounded to finite values shown in the form. Displayed results are rounded for readability (probability percentages and proportion fractions to four, other measures to two decimal places); whole-count outputs remain exact. A changed field clears a prior result so an outdated estimate is not presented as current.

References and related tools

These are direct calculations over user-supplied values; no external empirical benchmark is assumed.

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