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Little's law comes up in the beautiful book 'Programming Pearls' by Jon Bentley in 'Back of the Envelope' calculations: - `Little’s Law`: The average number of
by vismit2000 2y ago
Little's law comes up in the beautiful book 'Programming Pearls' by Jon Bentley in 'Back of the Envelope' calculations:
- `Little’s Law`: The average number of objects in a queue is the product of the entry rate and the average holding time
- Response-time formula for a multi-user system:
- Assume n users of average think time z are connected to an arbitrary system with response time r.
- Each user cycles between thinking and waiting-for-response, so the total number of jobs in the meta-system (consisting of users and the computer system) is fixed at n.
- If you cut the path from the system's output to the users, you see a meta-system with average load n, average response time z + r, and throughput x (measured in jobs per time unit).
- Little’s Law says n = x × (z + r), and solving for r gives r = n/x – z.