scheduling needs
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Fizzbb commented
- Decide when to prefetch data, assume multiple jobs in queue, when to bring a job's required data in to a limited local storage
- Cache evict policy, pop out which job's data
- In spot instance case, which jobs (one or a group of jobs) to evict when a high priority job comes, minimize impact
- Cross-region scheduling when compute and storage resource located at different regions. how to handle network uncertainties.
- Simulation model, resources include CPU, Memory, GPU/(other accelerators)