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A Path Relinking Method for the Joint Online Scheduling and Capacity Allocation of DL Training Workloads in GPU as a Service Systems.

Federica FilippiniMarco LattuadaMichele CiavottaArezoo JahaniDanilo ArdagnaEdoardo Amaldi
Published in: IEEE Trans. Serv. Comput. (2023)
Keyphrases
  • objective function
  • service systems
  • search procedure
  • path relinking
  • dynamic programming
  • online learning
  • special case
  • probabilistic model
  • tabu search
  • resource allocation