Bridging Software-Hardware for CXL Memory Disaggregation in Billion-Scale Nearest Neighbor Search.
Junhyeok JangHanjin ChoiHanyeoreum BaeSeungjun LeeMiryeong KwonMyoungsoo JungPublished in: ACM Trans. Storage (2024)
Keyphrases
- nearest neighbor search
- nearest neighbor
- high dimensional
- sequential search
- linear space
- memory based learning
- locality sensitive hashing
- kd trees
- fractal image compression
- exhaustive search
- image retrieval
- index structure
- search methods
- feature space
- cost model
- similarity search
- hardware implementation
- hash functions
- multi dimensional
- management system
- knn
- data points
- evolutionary algorithm
- search algorithm
- manhattan distance