Algorithm and hardware co-optimized solution for large SpMV problems.
Fazle SadiLarry T. PileggiFranz FranchettiPublished in: HPEC (2017)
Keyphrases
- optimal solution
- hardware implementation
- learning algorithm
- optimization algorithm
- approximate solutions
- theoretical guarantees
- objective function
- optimal or near optimal
- k means
- np hard
- benchmark problems
- convergence rate
- combinatorial optimization
- np complete
- linear systems
- test problems
- knapsack problem
- mathematical model
- detection algorithm
- computational complexity
- worst case
- computational cost
- optimization method
- vlsi implementation
- clustering algorithm
- solution quality
- dynamic programming
- cost function
- iterative algorithms
- greedy strategy
- real time
- preprocessing
- search space
- image processing algorithms
- optimization problems
- greedy algorithm
- linear programming
- segmentation algorithm