ICE: An Intelligent Cognition Engine with 3D NAND-based In-Memory Computing for Vector Similarity Search Acceleration.
Han-Wen HuWei-Chen WangYuan-Hao ChangYung-Chun LeeBo-Rong LinHuai-Mu WangYen-Po LinYu-Ming HuangChong-Ying LeeTzu-Hsiang SuChih-Chang HsiehChia-Ming HuYi-Ting LaiChung Kuang ChenHan-Sung ChenHsiang-Pang LiTei-Wei KuoMeng-Fan ChangKeh-Chung WangChun-Hsiung HungChih-Yuan LuPublished in: MICRO (2022)
Keyphrases
- similarity search
- vector space
- distance function
- metric space
- high dimensional
- query processing
- similarity measure
- multimedia databases
- flash memory
- high dimensional data
- similarity queries
- r tree
- cross view
- locality sensitive hashing
- hash functions
- knn
- efficient similarity search
- indexing techniques
- similarity searching
- multimodal data
- random access
- feature vectors
- triangle inequality
- dynamic time warping
- similarity search in metric spaces
- similarity retrieval
- indexing method
- efficient indexing
- nearest neighbor search
- neural network
- databases
- approximate similarity search
- database