Cover Image

A Unified Model for Cardinality Estimation by Learning from Data and Queries via Sum-Product Networks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Jiawei, Fan, Ju, Liu, Tongyu, Zeng, Kai, Wang, Jiannan, Liu, Quehuan, Ye, Tao, Tang, Nan
Format:	Preprint
Published:	2025
Subjects:	Databases H.2.4; E.5
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Risk-Aware GPU-Assisted Cardinality Estimation for Cost-Based Query Optimizers
by: Chang, Ilsun
Published: (2025)

Partial Adaptive Indexing for Approximate Query Answering
by: Maroulis, Stavros, et al.
Published: (2024)

GraphAr: An Efficient Storage Scheme for Graph Data in Data Lakes
by: Li, Xue, et al.
Published: (2023)

Accelerating Approximate Analytical Join Queries over Unstructured Data with Statistical Guarantees
by: Zhu, Yuxuan, et al.
Published: (2026)

OnPair: Short Strings Compression for Fast Random Access
by: Gargiulo, Francesco, et al.
Published: (2025)

Optimizing Navigational Graph Queries
by: Mulder, Thomas, et al.
Published: (2024)

Avoiding Materialisation for Guarded Aggregate Queries
by: Lanzinger, Matthias, et al.
Published: (2024)

How Good Are Multi-dimensional Learned Indices? An Experimental Survey
by: Liu, Qiyu, et al.
Published: (2024)

Tractable Conjunctive Queries over Static and Dynamic Relations
by: Kara, Ahmet, et al.
Published: (2024)

Yannakakis+: Practical Acyclic Query Evaluation with Theoretical Guarantees
by: Wang, Qichen, et al.
Published: (2025)

LearnedKV: Integrating LSM and Learned Index for Superior Performance on Storage
by: Wang, Wenlong, et al.
Published: (2024)

Towards Selecting the Informative Alternative Relational Query Plans for Database Education
by: Wang, Hu, et al.
Published: (2022)

Hierarchical Robust PCA for Scalable Data Quality Monitoring in Multi-level Aggregation Pipelines
by: Ojha, Preetam Kumar
Published: (2025)

Evaluating Learned Query Performance Prediction Models at LinkedIn: Challenges, Opportunities, and Findings
by: Song, Chujun, et al.
Published: (2025)

Beyond Similarity Search: A Unified Data Layer for Production RAG Systems
by: Budigi, Venkata Krishna Prasanth, et al.
Published: (2026)

Workload-Aware Incremental Reclustering in Cloud Data Warehouses
by: Liu, Yipeng, et al.
Published: (2026)

Adaptive Indexing for Approximate Query Processing in Exploratory Data Analysis
by: Maroulis, Stavros, et al.
Published: (2025)

QVCache: A Query-Aware Vector Cache
by: Göçer, Anıl Eren, et al.
Published: (2026)

Speeding up SQL subqueries via decoupling of non-correlated predicate (extended version)
by: Radivonchik, Dmitrii, et al.
Published: (2025)

Efficient Cloud-Edge-Device Query Execution Based on Collaborative Scan Operator
by: Zhao, Chunyu, et al.
Published: (2025)

Information Theory Strikes Back: New Development in the Theory of Cardinality Estimation
by: Khamis, Mahmoud Abo, et al.
Published: (2025)

Semantic Caching for OLAP via LLM-Based Query Canonicalization (Extended Version)
by: Bindschaedler, Laurent
Published: (2026)

GraphLake: A Purpose-Built Graph Compute Engine for Lakehouse
by: Liu, Shige, et al.
Published: (2026)

Samyama: A Unified Graph-Vector Database with In-Database Optimization, Agentic Enrichment, and Hardware Acceleration
by: Mandarapu, Madhulatha, et al.
Published: (2026)

Near Data Processing in Taurus Database
by: Lin, Shu, et al.
Published: (2025)

Enzyme: Incremental View Maintenance for Data Engineering
by: Yadav, Ritwik, et al.
Published: (2026)

GTX: A Transactional Graph Data System For HTAP Workloads
by: Zhou, Libin, et al.
Published: (2024)

ProvSQL: A General System for Keeping Track of the Provenance and Probability of Data
by: Sen, Aryak, et al.
Published: (2025)

The Linked Data Benchmark Council (LDBC): Driving competition and collaboration in the graph data management space
by: Szárnyas, Gábor, et al.
Published: (2023)

GTX: A Write-Optimized Latch-free Graph Data System with Transactional Support -- Extended Version
by: Zhou, Libin, et al.
Published: (2024)

One Ring to Shuffle Them All: Scalable Intra-Process Data Redistribution with Ring-Buffer Shuffle in Redpanda Oxla
by: Szymański, Adam, et al.
Published: (2026)

PilotDB: Database-Agnostic Online Approximate Query Processing with A Priori Error Guarantees (Technical Report)
by: Zhu, Yuxuan, et al.
Published: (2025)

Theseus: A Distributed and Scalable GPU-Accelerated Query Processing Platform Optimized for Efficient Data Movement
by: Aramburú, Felipe, et al.
Published: (2025)

Heuristic Search Space Partitioning for Low-Latency Multi-Tenant Cloud Queries
by: Pathak, Prashant Kumar, et al.
Published: (2026)

Agentic Cost-Aware Query Planning with Knowledge Distillation for Big Data Analytics
by: Naser-Moghadasi, Mahdi
Published: (2026)

Low-Latency Stateful Stream Processing through Timely and Accurate Prefetching
by: Zapridou, Eleni, et al.
Published: (2026)

Process Faster, Pay Less: Functional Isolation for Stream Processing
by: Zapridou, Eleni, et al.
Published: (2026)

TreeTracker Join: Simple, Optimal, Fast
by: Hu, Zeyuan, et al.
Published: (2024)

Bala-Join: An Adaptive Hash Join for Balancing Communication and Computation in Geo-Distributed SQL Databases
by: Song, Wenlong, et al.
Published: (2026)

Practical Persistent Multi-Word Compare-and-Swap Algorithms for Many-Core CPUs
by: Sugiura, Kento, et al.
Published: (2024)