Accelerating Product Quantization Query Execution Runtime
Summary: Reviews two SIMD-accelerated Product Quantization techniques for ANN search; proposes a hardware-agnostic algorithm. Competitive runtime with SIMD yet hardware-agnostic, while mitigating accuracy loss and encoding-bit budget constraints. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,357 | PQCache: Product Quantization-based KVCache for Long Context LLM Inference | 2025 | SIGMOD | 5.0970739e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,269 | Cache locality is not enough: High-Performance Nearest Neighbor Search with Product Quantization Fast Scan | 2016 | VLDB | 0.00012930432 |
| 1,516 | k-Shape: Efficient and Accurate Clustering of Time Series | 2015 | SIGMOD | 0.00011586255 |
| 3,183 | Return of the Lernaean Hydra: Experimental Evaluation of Data Series Approximate Similarity Search | 2020 | VLDB | 7.4228241e-05 |
| 4,059 | GRAIL: Efficient Time-Series Representation Learning | 2019 | VLDB | 6.4854417e-05 |
| 4,853 | Debunking Four Long-Standing Misconceptions of Time-Series Distance Measures | 2020 | SIGMOD | 5.8760276e-05 |
| 6,311 | VergeDB: A Database for IoT Analytics on Edge Devices | 2021 | CIDR | 5.1161316e-05 |
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