Better Together: Jointly Optimizing ML Collective Scheduling and Execution Planning using SYNDICATE.
Kshiteej MahajanChing-Hsiang ChuSrinivas SridharanAditya AkellaPublished in: NSDI (2023)
Keyphrases
- plan execution
- concurrent execution
- plan generation
- maximum likelihood
- computational grids
- scheduling problem
- scheduling algorithm
- resource consumption
- real time database systems
- planning process
- goal oriented
- reactive planning
- timing constraints
- production planning
- planning problems
- mixed initiative
- ai planning
- motion planning
- execution model
- resource allocation
- planning systems
- round robin
- parallel processors
- planning domains
- dynamic scheduling
- heuristic search