Xling: A Learned Filter Framework for Accelerating High-Dimensional Approximate Similarity Join
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Yifan, Pathak, Vyom, Wang, Daisy Zhe |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Beyond Single-Modal Analytics: A Framework for Integrating Heterogeneous LLM-Based Query Systems for Multi-Modal Data
by: Li, Ruyu, et al.
Published: (2026)
by: Li, Ruyu, et al.
Published: (2026)
LaPuda: LLM-Enabled Policy-Based Query Optimizer for Multi-modal Data
by: Wang, Yifan, et al.
Published: (2024)
by: Wang, Yifan, et al.
Published: (2024)
Bridging Vision Language Models and Symbolic Grounding for Video Question Answering
by: Ma, Haodi, et al.
Published: (2025)
by: Ma, Haodi, et al.
Published: (2025)
DistJoin: A Decoupled Join Cardinality Estimator based on Adaptive Neural Predicate Modulation
by: Zhang, Kaixin, et al.
Published: (2025)
by: Zhang, Kaixin, et al.
Published: (2025)
Cardinality Estimation for High Dimensional Similarity Queries with Adaptive Bucket Probing
by: Chen, Zhonghan, et al.
Published: (2026)
by: Chen, Zhonghan, et al.
Published: (2026)
GenJoin: Conditional Generative Plan-to-Plan Query Optimizer that Learns from Subplan Hints
by: Sulimov, Pavel, et al.
Published: (2024)
by: Sulimov, Pavel, et al.
Published: (2024)
Snoopy: Effective and Efficient Semantic Join Discovery via Proxy Columns
by: Guo, Yuxiang, et al.
Published: (2025)
by: Guo, Yuxiang, et al.
Published: (2025)
Optimizing Context-Enhanced Relational Joins
by: Sanca, Viktor, et al.
Published: (2023)
by: Sanca, Viktor, et al.
Published: (2023)
GED-Consistent Disentanglement of Aligned and Unaligned Substructures for Graph Similarity Learning
by: Zhan, Zhentao, et al.
Published: (2025)
by: Zhan, Zhentao, et al.
Published: (2025)
ApproxJoin: Approximate Matching for Efficient Verification in Fuzzy Set Similarity Join
by: Mandulak, Michael, et al.
Published: (2025)
by: Mandulak, Michael, et al.
Published: (2025)
Nexus: Inferring Join Graphs from Metadata Alone via Iterative Low-Rank Matrix Completion
by: Cong, Tianji, et al.
Published: (2026)
by: Cong, Tianji, et al.
Published: (2026)
Urban Traffic Accident Risk Prediction Revisited: Regionality, Proximity, Similarity and Sparsity
by: Chen, Minxiao, et al.
Published: (2024)
by: Chen, Minxiao, et al.
Published: (2024)
Forgetting by Pruning: Data Deletion in Join Cardinality Estimation
by: He, Chaowei, et al.
Published: (2025)
by: He, Chaowei, et al.
Published: (2025)
PDX: A Data Layout for Vector Similarity Search
by: Kuffo, Leonardo, et al.
Published: (2025)
by: Kuffo, Leonardo, et al.
Published: (2025)
GPU-Accelerated ANNS: Quantized for Speed, Built for Change
by: McCoy, Hunter, et al.
Published: (2026)
by: McCoy, Hunter, et al.
Published: (2026)
Robust Plan Evaluation based on Approximate Probabilistic Machine Learning
by: Kamali, Amin, et al.
Published: (2024)
by: Kamali, Amin, et al.
Published: (2024)
KnobTree: Intelligent Database Parameter Configuration via Explainable Reinforcement Learning
by: Chen, Jiahan, et al.
Published: (2024)
by: Chen, Jiahan, et al.
Published: (2024)
EPIC: Generative AI Platform for Accelerating HPC Operational Data Analytics
by: Karimi, Ahmad Maroof, et al.
Published: (2025)
by: Karimi, Ahmad Maroof, et al.
Published: (2025)
Complete Approximations of Incomplete Queries
by: Corman, Julien, et al.
Published: (2024)
by: Corman, Julien, et al.
Published: (2024)
A GPU-Accelerated Framework for Multi-Attribute Range Filtered Approximate Nearest Neighbor Search
by: Li, Zhonggen, et al.
Published: (2026)
by: Li, Zhonggen, et al.
Published: (2026)
AutoIndexer: A Reinforcement Learning-Enhanced Index Advisor Towards Scaling Workloads
by: Wang, Taiyi, et al.
Published: (2025)
by: Wang, Taiyi, et al.
Published: (2025)
Metasql: A Generate-then-Rank Framework for Natural Language to SQL Translation
by: Fan, Yuankai, et al.
Published: (2024)
by: Fan, Yuankai, et al.
Published: (2024)
CANDY: A Benchmark for Continuous Approximate Nearest Neighbor Search with Dynamic Data Ingestion
by: Zeng, Xianzhi, et al.
Published: (2024)
by: Zeng, Xianzhi, et al.
Published: (2024)
STIndex: A Context-Aware Multi-Dimensional Spatiotemporal Information Extraction System
by: Zhang, Wenxiao, et al.
Published: (2026)
by: Zhang, Wenxiao, et al.
Published: (2026)
Towards Synthesizing High-Dimensional Tabular Data with Limited Samples
by: Li, Zuqing, et al.
Published: (2025)
by: Li, Zuqing, et al.
Published: (2025)
DiskJoin: Large-scale Vector Similarity Join with SSD
by: Chen, Yanqi, et al.
Published: (2025)
by: Chen, Yanqi, et al.
Published: (2025)
IA2: Leveraging Instance-Aware Index Advisor with Reinforcement Learning for Diverse Workloads
by: Wang, Taiyi, et al.
Published: (2024)
by: Wang, Taiyi, et al.
Published: (2024)
CRINN: Contrastive Reinforcement Learning for Approximate Nearest Neighbor Search
by: Li, Xiaoya, et al.
Published: (2025)
by: Li, Xiaoya, et al.
Published: (2025)
BQSched: A Non-intrusive Scheduler for Batch Concurrent Queries via Reinforcement Learning
by: Xu, Chenhao, et al.
Published: (2025)
by: Xu, Chenhao, et al.
Published: (2025)
KDSelector: A Knowledge-Enhanced and Data-Efficient Model Selector Learning Framework for Time Series Anomaly Detection
by: Liang, Zhiyu, et al.
Published: (2025)
by: Liang, Zhiyu, et al.
Published: (2025)
RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search
by: Chen, Meng, et al.
Published: (2024)
by: Chen, Meng, et al.
Published: (2024)
Vortex: Hosting ML Inference and Knowledge Retrieval Services With Tight Latency and Throughput Requirements
by: Yang, Yuting, et al.
Published: (2025)
by: Yang, Yuting, et al.
Published: (2025)
GPU-Accelerated Algorithms for Graph Vector Search: Taxonomy, Empirical Study, and Research Directions
by: Liu, Yaowen, et al.
Published: (2026)
by: Liu, Yaowen, et al.
Published: (2026)
Serving Deep Learning Model in Relational Databases
by: Zhou, Lixi, et al.
Published: (2023)
by: Zhou, Lixi, et al.
Published: (2023)
100x Cost & Latency Reduction: Performance Analysis of AI Query Approximation using Lightweight Proxy Models
by: Chung, Yeounoh, et al.
Published: (2026)
by: Chung, Yeounoh, et al.
Published: (2026)
A PSO Strategy of Finding Relevant Web Documents using a New Similarity Measure
by: C, Ramya, et al.
Published: (2021)
by: C, Ramya, et al.
Published: (2021)
KIF: A Wikidata-Based Framework for Integrating Heterogeneous Knowledge Sources
by: Lima, Guilherme, et al.
Published: (2024)
by: Lima, Guilherme, et al.
Published: (2024)
Transparent, Evaluable, and Accessible Data Agents: A Proof-of-Concept Framework
by: Bahador, Nooshin
Published: (2025)
by: Bahador, Nooshin
Published: (2025)
CONCERTO: Complex Query Execution Mechanism-Aware Learned Cost Estimation
by: Zhang, Kaixin, et al.
Published: (2024)
by: Zhang, Kaixin, et al.
Published: (2024)
Polygon: Symbolic Reasoning for SQL using Conflict-Driven Under-Approximation Search
by: Zhao, Pinhan, et al.
Published: (2025)
by: Zhao, Pinhan, et al.
Published: (2025)
Similar Items
-
Beyond Single-Modal Analytics: A Framework for Integrating Heterogeneous LLM-Based Query Systems for Multi-Modal Data
by: Li, Ruyu, et al.
Published: (2026) -
LaPuda: LLM-Enabled Policy-Based Query Optimizer for Multi-modal Data
by: Wang, Yifan, et al.
Published: (2024) -
Bridging Vision Language Models and Symbolic Grounding for Video Question Answering
by: Ma, Haodi, et al.
Published: (2025) -
DistJoin: A Decoupled Join Cardinality Estimator based on Adaptive Neural Predicate Modulation
by: Zhang, Kaixin, et al.
Published: (2025) -
Cardinality Estimation for High Dimensional Similarity Queries with Adaptive Bucket Probing
by: Chen, Zhonghan, et al.
Published: (2026)