Co-design Hardware and Algorithm for Vector Search.
Wenqi JiangShigang LiYu ZhuJohannes de Fine LichtZhenhao HeRunbin ShiCédric RenggliShuai ZhangTheodoros RekatsinasTorsten HoeflerGustavo AlonsoPublished in: SC (2023)
Keyphrases
- search space
- learning algorithm
- search strategy
- improved algorithm
- optimization algorithm
- computational complexity
- dynamic programming
- experimental evaluation
- search procedure
- search efficiency
- search mechanism
- hardware architecture
- k means
- detection algorithm
- search algorithm
- high accuracy
- low cost
- simulated annealing
- theoretical analysis
- expectation maximization
- cost function
- particle swarm optimization
- preprocessing
- probabilistic model
- np hard
- significant improvement
- search results clustering
- parallel implementation
- real time
- matching process
- solution space
- metaheuristic
- linear programming
- similarity measure
- search engine
- neural network