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The relational DBMS (RDBMS) has been widely used since it supports various high-level functionalities such as SQL, schemas, indexes, and transactions that do not exist in the O/S file system. But, a recent advent of big data technology…

数据库 · 计算机科学 2014-06-03 Jun-Sung Kim , Kyu-Young Whang , Hyuk-Yoon Kwon , Il-Yeol Song

The rapid growth of Large Language Models (LLMs) and AI-driven applications has propelled Vector Database Management Systems (VDBMSs) into the spotlight as a critical infrastructure component. VDBMS specializes in storing, indexing, and…

软件工程 · 计算机科学 2025-03-03 Shenao Wang , Yanjie Zhao , Yinglin Xie , Zhao Liu , Xinyi Hou , Quanchen Zou , Haoyu Wang

This paper is an extended version of a report from a student-developed study to compare Microsoft SQL Server and PostgreSQL, two widely-used enterprise-class relational database management systems (RDBMSs). The study followed an…

数据库 · 计算机科学 2017-10-24 Andrew Figueroa , Steven Rollo , Sean Murthy

Big Data, Cloud computing, Cloud Database Management techniques, Data Science and many more are the fantasizing words which are the future of IT industry. For all the new techniques one common thing is that they deal with Data, not just…

分布式、并行与集群计算 · 计算机科学 2016-03-29 Shweta Malhotra , Mohammad Najmud Doja , Bashir Alam , Mansaf Alam

Hybrid human/computer systems promise to greatly expand the usefulness of query processing by incorporating the crowd for data gathering and other tasks. Such systems raise many database system implementation questions. Perhaps most…

数据库 · 计算机科学 2012-02-13 Beth Trushkowsky , Tim Kraska , Michael J. Franklin , Purnamrita Sarkar

In this paper we present a new family of Intensional RDBs (IRDBs) which extends the traditional RDBs with the Big Data and flexible and 'Open schema' features, able to preserve the user-defined relational database schemas and all…

数据库 · 计算机科学 2014-04-11 Zoran Majkic

There are now over 20 commercial vector database management systems (VDBMSs), all produced within the past five years. But embedding-based retrieval has been studied for over ten years, and similarity search a staggering half century and…

数据库 · 计算机科学 2023-10-24 James Jie Pan , Jianguo Wang , Guoliang Li

A Hybrid cloud is an integration of resources between private and public clouds. It enables users to horizontally scale their on-premises infrastructure up to public clouds in order to improve performance and cut up-front investment cost.…

分布式、并行与集群计算 · 计算机科学 2020-06-05 Yaser Mansouri , Victor Prokhorenko , M. Ali Babar

Efficiency has been a pivotal aspect of the software industry since its inception, as a system that serves the end-user fast, and the service provider cost-efficiently benefits all parties. A database management system (DBMS) is an integral…

性能 · 计算机科学 2023-11-28 Toni Taipalus

Databases, collections of related data, are as old as the written word. A database can be anything from a homemaker's metal recipe file to a sophisticated data warehouse. Yet today, when we think of a database we invariably think of…

数据库 · 计算机科学 2007-05-23 Nancy Hartline Bercich

Database Management Systems (DBMSs) are widely used to store, retrieve, and manage the data handled by modern applications. Although prior work has studied the co-evolution of DBMSs and application source code, less is known about DBMS…

Traditional database systems are built around the query-at-a-time model. This approach tries to optimize performance in a best-effort way. Unfortunately, best effort is not good enough for many modern applications. These applications…

数据库 · 计算机科学 2012-03-02 Georgios Giannikis , Gustavo Alonso , Donald Kossmann

Factorised databases are relational databases that use compact factorised representations at the physical layer to reduce data redundancy and boost query performance. This paper introduces FDB, an in-memory query engine for…

数据库 · 计算机科学 2012-03-14 Nurzhan Bakibayev , Dan Olteanu , Jakub Závodný

This paper introduces Web3DB, a decentralized relational database management system (RDBMS) designed to align with the principles of Web 3.0, addressing critical shortcomings of traditional centralized DBMS, such as data privacy, security…

Biologists are increasingly using databases for storing and managing their data. Biological databases typically consist of a mixture of raw data, metadata, sequences, annotations, and related data obtained from various sources. Current…

数据库 · 计算机科学 2007-05-23 Mohamed Y. Eltabakh , Mourad Ouzzani , Walid G. Aref

Though large language models (LLMs) have demonstrated exceptional performance across numerous problems, their application to predictive tasks in relational databases remains largely unexplored. In this work, we address the notion that LLMs…

机器学习 · 计算机科学 2024-11-19 Marek Wydmuch , Łukasz Borchmann , Filip Graliński

With the continuous increase of online services as well as energy costs, energy consumption becomes a significant cost factor for the evaluation of data center operations. A significant contributor to that is the performance of database…

数据库 · 计算机科学 2013-03-21 Raik Niemann , Nikolaos Korfiatis , Roberto Zicari , Richard Göbel

Database management systems are today's most reliable mean to organize data into collections that can be searched and updated. However, many DBMS systems are available on the market each having their pros and cons in terms of reliability,…

数据库 · 计算机科学 2012-05-15 Youssef Bassil

Traditional enterprise warehouse solutions center around an analytical database system that is monolithic and inflexible: data needs to be extracted, transformed, and loaded into the rigid relational form before analysis. It takes years of…

数据库 · 计算机科学 2012-09-10 Reynold S. Xin

One of the challenges currently problems in the use of cloud services is the task of designing of specialized data management systems. This is especially important for hybrid systems in which the data are located in public and private…

数据库 · 计算机科学 2015-01-06 Oleg Lukyanchikov , Evgeniy Pluzhnik , Simon Payain , Evgeny Nikulchev