DSM@fudan

Data Stream Mining Group of Fudan University

Shanghai, China

Pinned Repositories

DiskANN
Scalable graph based indices for approximate nearest neighbor search
Language:C++0 0 00
Dumpy
Dumpy: A Compact and Adaptive Index for Large Data Series Collections (SIGMOD'23)
Language:C++7 3 22
DumpyOS
DumpyOS: A Data-Adaptive Multi-ary Index for Scalable Data Series Similarity Search (VLDB Journal under review)
Language:C++0 3 00
faiss
A library for efficient similarity search and clustering of dense vectors.
Language:C++0 0 00
KV-match
ICDE 2019 - KV-match: A Subsequence Matching Approach Supporting Normalization and Time Warping
Language:Java18 7 16
KV-match_IoTDB
KV-match timeseries subsequence matching on IoTDB
Language:Java3 4 03
KV-match_IoTDB_Visual
Visual presentation system for KV-match timeseries subsequence matching on IoTDB
Language:HTML0 4 00
LR-miner
ICDM 2018 & TKDE 2024 - Finding Maximal Significant Linear Representation between Long Time Series
Language:Java3 4 03
Steiner-hardness
A new query hardness measure for graph-based ANN indexes. Build unbiased workloads with this hardness to see the actual performance of your ANN indexes.
Language:C++1 0 00

DSM-fudan/KV-match
ICDE 2019 - KV-match: A Subsequence Matching Approach Supporting Normalization and Time Warping
Language:Java18 7 16
DSM-fudan/Dumpy
Dumpy: A Compact and Adaptive Index for Large Data Series Collections (SIGMOD'23)
Language:C++7 3 22
DSM-fudan/KV-match_IoTDB
KV-match timeseries subsequence matching on IoTDB
Language:Java3 4 03
DSM-fudan/LR-miner
ICDM 2018 & TKDE 2024 - Finding Maximal Significant Linear Representation between Long Time Series
Language:Java3 4 03
DSM-fudan/Steiner-hardness
A new query hardness measure for graph-based ANN indexes. Build unbiased workloads with this hardness to see the actual performance of your ANN indexes.
Language:C++1 0 00
DSM-fudan/DiskANN
Scalable graph based indices for approximate nearest neighbor search
Language:C++0 0 00
DSM-fudan/DumpyOS
DumpyOS: A Data-Adaptive Multi-ary Index for Scalable Data Series Similarity Search (VLDB Journal under review)
Language:C++0 3 00
DSM-fudan/faiss
A library for efficient similarity search and clustering of dense vectors.
Language:C++0 0 00
DSM-fudan/KV-match_IoTDB_Visual
Visual presentation system for KV-match timeseries subsequence matching on IoTDB
Language:HTML0 4 00