Latest Articles for Data Management

A new method improves responses to incomplete user requests using LLMs and logical reasoning.

A framework for safeguarding sensitive information in competitive sectors.

A new approach enhances AI accuracy by using Knowledge Graphs.

A new learning-based method improves congestion management in cloud data centers.

A method to create machine-readable data before publication to improve research efficiency.

Learn how predictive models can enhance software review efficiency with fewer examples.

A framework for effective object-centric event logs management.

Quantum databases may reshape data management through enhanced efficiency and security.

EAM demonstrates effective memory management for complex visual data.

CDC-MMPG framework enhances AI personalization and efficiency for smart devices.

This article introduces Cross-modal Backward-compatible Training for improved data retrieval.

A new B+-tree structure enhances data management in disaggregated memory systems.

Techniques for refining data in machine learning for better efficiency and accuracy.

Smart factories leverage 5G technology for improved efficiency and resource management.

A new method enhances AI's ability to edit knowledge and answer complex questions.

A new framework enhances the way researchers find and use academic knowledge.

A new approach to effectively manage and edit unstructured knowledge.

SCALM improves caching in chat services to enhance efficiency and reduce costs.

A new approach for predicting data traffic in communication networks using machine learning.

New methods are needed for efficient satellite communication in our connected world.

A new system improves memory management for AI using GPUs.

A new method tackles ethical concerns in language models.

M-RAG enhances text generation through efficient information retrieval.

A method that turns natural language questions into accurate SQL queries for complex databases.

A new approach to clustering improves handling of tabular data.

A look at the role of Knowledge Graphs in organizing uncertain information.

This article examines how data arrangement impacts program speed and efficiency.

Semantic databases are changing how researchers connect and explore mathematical concepts.

A new approach enhances querying in graph databases using ontologies.

A new system aims to ensure safety in space with public data.

New framework aims to boost ICD coding accuracy using electronic health records.

A new method enhances translation quality by optimizing training data selection.

This study explores using smaller models to enhance safety in AI systems.

Sharding improves blockchain speed and capacity by breaking networks into smaller groups.

Introducing Federated Dynamic Averaging for improved communication in distributed deep learning.

An overview of synthetic data generation and its importance in data-driven applications.

A new benchmark aims to enhance data retrieval in Compound AI Systems.

Explore various big data storage solutions and their unique features.

A new method for accurately labeling table columns using knowledge graphs and language models.

ECHO improves network traffic classification through machine learning techniques.