OmniMatch: Effective Self-Supervised Any-Join Discovery in Tabular Data Repositories
Fuente:
arXiv
Guardado en:
| Autores principales: | Koutras, Christos, Zhang, Jiani, Qin, Xiao, Lei, Chuan, Ioannidis, Vasileios, Faloutsos, Christos, Karypis, George, Katsifodimos, Asterios |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
LAKEGEN: A LLM-based Tabular Corpus Generator for Evaluating Dataset Discovery in Data Lakes
por: Dai, Zhenwei, et al.
Publicado: (2025)
por: Dai, Zhenwei, et al.
Publicado: (2025)
FeatNavigator: Automatic Feature Augmentation on Tabular Data
por: Liang, Jiaming, et al.
Publicado: (2024)
por: Liang, Jiaming, et al.
Publicado: (2024)
SiMa: Effective and Efficient Matching Across Data Silos Using Graph Neural Networks
por: Koutras, Christos, et al.
Publicado: (2022)
por: Koutras, Christos, et al.
Publicado: (2022)
StraTyper: Automated Semantic Type Discovery and Multi-Type Annotation for Dataset Collections
por: Koutras, Christos, et al.
Publicado: (2026)
por: Koutras, Christos, et al.
Publicado: (2026)
CoddLLM: Empowering Large Language Models for Data Analytics
por: Zhang, Jiani, et al.
Publicado: (2025)
por: Zhang, Jiani, et al.
Publicado: (2025)
Accelerating Machine Learning Queries with Linear Algebra Query Processing
por: Sun, Wenbo, et al.
Publicado: (2023)
por: Sun, Wenbo, et al.
Publicado: (2023)
Styx: Transactional Stateful Functions on Streaming Dataflows
por: Psarakis, Kyriakos, et al.
Publicado: (2023)
por: Psarakis, Kyriakos, et al.
Publicado: (2023)
Transactional Cloud Applications: Status Quo, Challenges, and Opportunities
por: Laigner, Rodrigo, et al.
Publicado: (2025)
por: Laigner, Rodrigo, et al.
Publicado: (2025)
BDI-Kit Demo: A Toolkit for Programmable and Conversational Data Harmonization
por: Lopez, Roque, et al.
Publicado: (2026)
por: Lopez, Roque, et al.
Publicado: (2026)
Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space
por: Zhang, Hengrui, et al.
Publicado: (2023)
por: Zhang, Hengrui, et al.
Publicado: (2023)
Stateful Entities: Object-oriented Cloud Applications as Distributed Dataflows
por: Psarakis, Kyriakos, et al.
Publicado: (2021)
por: Psarakis, Kyriakos, et al.
Publicado: (2021)
CheckMate: Evaluating Checkpointing Protocols for Streaming Dataflows
por: Siachamis, George, et al.
Publicado: (2024)
por: Siachamis, George, et al.
Publicado: (2024)
Join Cardinality Estimation with OmniSketches
por: Justen, David, et al.
Publicado: (2025)
por: Justen, David, et al.
Publicado: (2025)
ApproxJoin: Approximate Matching for Efficient Verification in Fuzzy Set Similarity Join
por: Mandulak, Michael, et al.
Publicado: (2025)
por: Mandulak, Michael, et al.
Publicado: (2025)
OpenTab: Advancing Large Language Models as Open-domain Table Reasoners
por: Kong, Kezhi, et al.
Publicado: (2024)
por: Kong, Kezhi, et al.
Publicado: (2024)
Snoopy: Effective and Efficient Semantic Join Discovery via Proxy Columns
por: Guo, Yuxiang, et al.
Publicado: (2025)
por: Guo, Yuxiang, et al.
Publicado: (2025)
FREYJA: Efficient Join Discovery in Data Lakes
por: Maynou, Marc, et al.
Publicado: (2024)
por: Maynou, Marc, et al.
Publicado: (2024)
HyperJoin: LLM-augmented Hypergraph Link Prediction for Joinable Table Discovery
por: Liu, Shiyuan, et al.
Publicado: (2026)
por: Liu, Shiyuan, et al.
Publicado: (2026)
Join Size Bounds using Lp-Norms on Degree Sequences
por: Khamis, Mahmoud Abo, et al.
Publicado: (2023)
por: Khamis, Mahmoud Abo, et al.
Publicado: (2023)
K-Join: Combining Vertex Covers for Parallel Joins
por: Frisk, Simon, et al.
Publicado: (2026)
por: Frisk, Simon, et al.
Publicado: (2026)
DiskJoin: Large-scale Vector Similarity Join with SSD
por: Chen, Yanqi, et al.
Publicado: (2025)
por: Chen, Yanqi, et al.
Publicado: (2025)
Featurized-Decomposition Join: Low-Cost Semantic Joins with Guarantees
por: Zeighami, Sepanta, et al.
Publicado: (2025)
por: Zeighami, Sepanta, et al.
Publicado: (2025)
CEMR: An Effective Subgraph Matching Algorithm with Redundant Extension Elimination
por: Yang, Linglin, et al.
Publicado: (2026)
por: Yang, Linglin, et al.
Publicado: (2026)
A Dichotomy in the Complexity of Consistent Query Answering for Two Atom Queries With Self-Join
por: Padmanabha, Anantha, et al.
Publicado: (2023)
por: Padmanabha, Anantha, et al.
Publicado: (2023)
Reservoir Sampling over Joins
por: Dai, Binyang, et al.
Publicado: (2024)
por: Dai, Binyang, et al.
Publicado: (2024)
Subset Sampling over Joins
por: Esmailpour, Aryan, et al.
Publicado: (2025)
por: Esmailpour, Aryan, et al.
Publicado: (2025)
TKHist: Cardinality Estimation for Join Queries via Histograms with Dominant Attribute Correlation Finding
por: Li, Renrui, et al.
Publicado: (2025)
por: Li, Renrui, et al.
Publicado: (2025)
Poisson Sampling over Acyclic Joins
por: Bekkers, Liese, et al.
Publicado: (2026)
por: Bekkers, Liese, et al.
Publicado: (2026)
Optimizing Queries with Many-to-Many Joins
por: Kalumin, Hasara, et al.
Publicado: (2024)
por: Kalumin, Hasara, et al.
Publicado: (2024)
4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on Relational DBs
por: Wang, Minjie, et al.
Publicado: (2024)
por: Wang, Minjie, et al.
Publicado: (2024)
DPconv: Super-Polynomially Faster Join Ordering
por: Stoian, Mihail, et al.
Publicado: (2024)
por: Stoian, Mihail, et al.
Publicado: (2024)
Detecting Logic Bugs of Join Optimizations in DBMS
por: Tang, Xiu, et al.
Publicado: (2026)
por: Tang, Xiu, et al.
Publicado: (2026)
Random Sampling over Spatial Range Joins
por: Amagata, Daichi
Publicado: (2025)
por: Amagata, Daichi
Publicado: (2025)
Indexing Join Inputs for Fast Queries and Maintenance
por: Lyu, Wenhui, et al.
Publicado: (2025)
por: Lyu, Wenhui, et al.
Publicado: (2025)
Scalable Join Inference for Large Context Graphs
por: Tripathi, Shivani, et al.
Publicado: (2026)
por: Tripathi, Shivani, et al.
Publicado: (2026)
Evaluating Learned Indexes for External-Memory Joins
por: Chesetti, Yuvaraj, et al.
Publicado: (2024)
por: Chesetti, Yuvaraj, et al.
Publicado: (2024)
Output-Optimal Algorithms for Join-Aggregate Queries
por: Hu, Xiao
Publicado: (2024)
por: Hu, Xiao
Publicado: (2024)
Efficiently Processing Joins and Grouped Aggregations on GPUs
por: Wu, Bowen, et al.
Publicado: (2023)
por: Wu, Bowen, et al.
Publicado: (2023)
Automatic String Data Validation with Pattern Discovery
por: Lin, Xinwei, et al.
Publicado: (2024)
por: Lin, Xinwei, et al.
Publicado: (2024)
AnyMatch -- Efficient Zero-Shot Entity Matching with a Small Language Model
por: Zhang, Zeyu, et al.
Publicado: (2024)
por: Zhang, Zeyu, et al.
Publicado: (2024)
Ejemplares similares
-
LAKEGEN: A LLM-based Tabular Corpus Generator for Evaluating Dataset Discovery in Data Lakes
por: Dai, Zhenwei, et al.
Publicado: (2025) -
FeatNavigator: Automatic Feature Augmentation on Tabular Data
por: Liang, Jiaming, et al.
Publicado: (2024) -
SiMa: Effective and Efficient Matching Across Data Silos Using Graph Neural Networks
por: Koutras, Christos, et al.
Publicado: (2022) -
StraTyper: Automated Semantic Type Discovery and Multi-Type Annotation for Dataset Collections
por: Koutras, Christos, et al.
Publicado: (2026) -
CoddLLM: Empowering Large Language Models for Data Analytics
por: Zhang, Jiani, et al.
Publicado: (2025)