A Stochastic Approach for Scheduling AI Training Jobs in GPU-Based Systems.
Federica FilippiniJonatha AnselmiDanilo ArdagnaBruno GaujalPublished in: IEEE Trans. Cloud Comput. (2024)
Keyphrases
- intelligent systems
- expert systems
- artificial intelligence
- scheduling problem
- distributed systems
- knowledge based systems
- training set
- computational grids
- ai systems
- parallel machines
- ai technologies
- identical parallel machines
- batch processing
- intelligent behavior
- scheduling algorithm
- resource allocation
- computer systems
- flowshop
- training process
- fixed number
- times faster
- collision detection
- precedence constraints
- setup times
- load balancing
- minimize total
- case based reasoning
- knowledge representation
- neural network