A heuristic machine learning-based algorithm for power and thermal management of heterogeneous MPSoCs.
Arman IranfarSoheil Nazar ShahsavaniMehdi KamalAli Afzali-KushaPublished in: ISLPED (2015)
Keyphrases
- machine learning
- dynamic programming
- optimal solution
- preprocessing
- learning algorithm
- detection algorithm
- high accuracy
- simulated annealing
- computational cost
- experimental evaluation
- worst case
- bin packing
- times faster
- probabilistic model
- significant improvement
- computational complexity
- optimal or near optimal
- linear programming
- expectation maximization
- optimization algorithm
- path planning
- exhaustive search
- solution quality
- recognition algorithm
- search algorithm
- worst case performance ratio
- closest string
- greedy heuristic
- computer vision
- information systems
- np hard
- segmentation algorithm
- k means
- neural network
- cost function