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cs.DC2025
JASDA: Introducing Job-Aware Scheduling in Scheduler-Driven Job Atomization
Michal Konopa, Jan Fesl, Ladislav Ber ánek
The increasing complexity and temporal variability of workloads on MIG-enabled GPUs challenge the scalability of traditional centralized scheduling. Building upon the SJA concept,…
cs.DC2025
Scheduler-Driven Job Atomization
Michal Konopa, Jan Fesl, Ladislav Beránek
Modern GPU clusters, particularly those built on NVIDIA's Multi-Instance GPU (MIG) architecture, often suffer from inefficiencies because jobs are treated as rigid, indivisible blo…