Innovative strategies improve data retrieval efficiency in database systems.
― 6 min read
Computer Science - Databases
RSSNew method improves explanations for graph neural networks with robust counterfactual witnesses.
― 5 min read
Integrating deep learning techniques directly into relational databases for enhanced data analysis.
― 7 min read
A new system improves real-time updates and reading of graph data.
― 4 min read
CityJSONSeq streamlines the handling of large city datasets efficiently.
― 5 min read
Improving vector search efficiency through innovative index structures and memory solutions.
― 6 min read
This article explores learned indexes that improve database search speed using machine learning.
― 7 min read
Learn how to create queries that distinguish data effectively.
― 5 min read
Innovative system improves document analysis accuracy and reduces costs.
― 6 min read
A new framework enhances data layout for better performance in analytics systems.
― 7 min read
Researchers enhance database query plans using machine learning techniques.
― 7 min read
COLOR framework enhances accuracy and efficiency in querying graph data.
― 6 min read
New methods improve accuracy in join size estimation while protecting sensitive data.
― 5 min read
A look at the CAP principle and its impact on large language models.
― 7 min read
Combining LLMs with knowledge graphs enhances answer accuracy in data systems.
― 7 min read
ExES sheds light on expert search and team formation system decisions.
― 6 min read
A framework for effective object-centric event logs management.
― 8 min read
Quantum databases may reshape data management through enhanced efficiency and security.
― 4 min read
RaBitQ offers enhanced accuracy and speed for high-dimensional data searches.
― 4 min read
GMASK offers a flexible solution for approximate similarity search across various datasets.
― 5 min read
A study on common database access bugs and recommendations for developers.
― 5 min read
A new B+-tree structure enhances data management in disaggregated memory systems.
― 6 min read
Analyzing processes by examining high-level events offers valuable insights.
― 7 min read
A dataset that simplifies querying Electronic Health Records through natural language.
― 6 min read
A method that turns natural language questions into accurate SQL queries for complex databases.
― 7 min read
LiveData offers solutions for effective and diverse data sharing across borders.
― 8 min read
A new approach to clustering improves handling of tabular data.
― 5 min read
A new method to improve predictive models using uncertain data.
― 7 min read
Semantic databases are changing how researchers connect and explore mathematical concepts.
― 7 min read
A new approach enhances querying in graph databases using ontologies.
― 6 min read
An overview of synthetic data generation and its importance in data-driven applications.
― 6 min read
A new benchmark aims to enhance data retrieval in Compound AI Systems.
― 8 min read
Explore various big data storage solutions and their unique features.
― 5 min read
A new system enhances query performance by addressing selectivity estimate issues.
― 7 min read
DumpKV enhances data storage efficiency by reducing write amplification.
― 7 min read
Introducing an innovative model to improve cardinality estimation accuracy in database queries.
― 7 min read
Croissant-RAI improves data quality and usability for AI applications.
― 6 min read
Examining how LLMs transform data accessibility and interaction.
― 5 min read
New methods enhance redescription mining efficiency for diverse datasets.
― 7 min read
New methods enhance explicit definitions in description logics for clearer knowledge representation.
― 7 min read