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Unknown optimal scheduling for non-parallelizable multiserver systems

Determine the optimal scheduling policy that minimizes mean response time for systems where each job occupies a single server (non-parallelizable jobs) under general multiserver settings.

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Background

The authors note that even in the simpler case where jobs are not parallelizable, finding the optimal scheduling policy in multiserver systems is a longstanding challenge.

This motivates turning to asymptotic regimes and informs the approach taken in the paper for the more complex setting of parallelizable jobs.

References

Optimal scheduling in multiserver systems is known to be a difficult problem. Even when jobs are not parallelizable and each job occupies a single server, the optimal scheduling policy is not known.

Asymptotically Optimal Scheduling of Multiple Parallelizable Job Classes (2404.00346 - Berg et al., 30 Mar 2024) in Section 1.4 (Prior Work)