Analysis of Distributed Optimization Algorithms on a Real Processing-In-Memory System.
Steve RhynerHaocong LuoJuan Gómez-LunaMohammad SadrosadatiJiawei JiangAtaberk OlgunHarshita GuptaCe ZhangOnur MutluPublished in: CoRR (2024)
Keyphrases
- discrete optimization
- memory requirements
- optimization problems
- computationally efficient
- memory usage
- distributed systems
- data sets
- optimization approaches
- theoretical analysis
- real time
- data analysis
- cooperative
- data structure
- significant improvement
- neural network
- computational power
- global optimization
- orders of magnitude
- statistical analysis
- computational cost
- multi agent
- data mining algorithms
- combinatorial optimization
- main memory
- learning algorithm
- convergence rate
- constrained optimization
- worst case
- real world
- lower bound