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Object-oriented database systems proved very valuable at handling and administrating complex objects. In the following guidelines for embedding neural networks into such systems are presented. It is our goal to treat networks as normal data…

数据库 · 计算机科学 2008-02-26 Erich Schikuta

In designing query processing primitives, a crucial design choice is the method for data transfer between two operators in a query plan. As we were considering this critical design mechanism for an in-memory database system that we are…

数据库 · 计算机科学 2020-02-04 Harshad Deshmukh , Bruhathi Sundarmurthy , Jignesh M. Patel

A common approach to data analysis involves understanding and manipulating succinct representations of data. In earlier work, we put forward a succinct representation system for relational data called factorised databases and reported on…

数据库 · 计算机科学 2013-07-02 Nurzhan Bakibayev , Tomáš Kočiský , Dan Olteanu , Jakub Závodný

Modern software systems are often equipped with hundreds to thousands of configuration options, many of which greatly affect performance. Unfortunately, properly setting these configurations is challenging for developers due to the complex…

分布式、并行与集群计算 · 计算机科学 2017-10-23 Shu Wang , Chi Li , William Sentosa , Henry Hoffmann , Shan Lu

Modern enterprise platforms increasingly depend on distributed microservices, analytical data platforms, and external APIs to construct composite responses for applications. Orchestrating data retrieval across these heterogeneous systems is…

分布式、并行与集群计算 · 计算机科学 2026-03-11 Abhiram Kandiraju

Big data applications have fast arriving data that must be quickly ingested. At the same time, they have specific needs to preprocess and transform the data before it could be put to use. The current practice is to do these preparatory…

数据库 · 计算机科学 2017-01-24 Alekh Jindal , Jorge-Arnulfo Quiane-Ruiz , Samuel Madden

Like any large software system, a full-fledged DBMS offers an overwhelming amount of configuration knobs. These range from static initialisation parameters like buffer sizes, degree of concurrency, or level of replication to complex runtime…

数据库 · 计算机科学 2018-01-18 Ankur Sharma , Felix Martin Schuhknecht , Jens Dittrich

This paper describes a service learning project used in an upper-level and graduate-level database systems course. Students complete a small database project for a real client. The final product must match the client specification and…

数据库 · 计算机科学 2024-07-03 Sherri WeitlHarms

Modern software systems in many application areas offer to the user a multitude of parameters, switches and other customisation hooks. Humans tend to have difficulties determining the best configurations for particular applications. Modern…

编程语言 · 计算机科学 2017-07-14 Chris Fawcett , Lars Kotthoff , Holger H. Hoos

Numerical QCD is often extremely resource demanding and it is not rare to run hundreds of simulations at the same time. Each of these can last for days or even months and it typically requires a job-script file as well as an input file with…

高能物理 - 格点 · 物理学 2018-04-18 Alessandro Sciarra

We develop a novel framework that aims to create bridges between the computational social choice and the database management communities. This framework enriches the tasks currently supported in computational social choice with relational…

数据库 · 计算机科学 2018-05-14 Benny Kimelfeld , Phokion G. Kolaitis , Julia Stoyanovich

Structural identifiability is an important property of parametric ODE models. When conducting an experiment and inferring the parameter value from the time-series data, we want to know if the value is globally, locally, or non-identifiable.…

离散数学 · 计算机科学 2024-06-25 Natali Gogishvili

Utilitarian algorithm configuration identifies a parameter setting for a given algorithm that maximizes a user's utility. Utility functions offer a theoretically well-grounded approach to optimizing decision-making under uncertainty and are…

人工智能 · 计算机科学 2025-11-17 Devon Graham , Eros Rojas Velez , Kevin Leyton-Brown

This paper proposes configuration testing--evaluating configuration values (to be deployed) by exercising the code that uses the values and assessing the corresponding program behavior. We advocate that configuration values should be…

软件工程 · 计算机科学 2019-07-30 Tianyin Xu , Owolabi Legunsen

In this paper, we describe a multidatabase system as 4tiered Client-Server DBMS architectures. We discuss their functional components and provide an overview of their performance characteristics. The first component of this proposed system…

数据库 · 计算机科学 2009-12-04 Mohammad Ghulam Ali

In preparation for the planned linear collider TESLA, DESY is designing the required buildings and facilities. The accelerator and infrastructure components have to be allocated to buildings, and their required areas for installation,…

数据库 · 计算机科学 2011-11-09 Lars Hagge , Jens Kreutzkamp , Kathrin Lappe

Context: The Configuration Management of the development and production environments is an important aspect of IT operations. However, managing the configuration differences between these two environments can be challenging, leading to…

软件工程 · 计算机科学 2025-05-16 Marcos Nazario , Rodrigo Bonifacio , Gustavo Pinto

Graph databases (GDB) have recently been arisen to overcome the limits of traditional databases for storing and managing data with graph-like structure. Today, they represent a requirement for many applications that manage graph-like data,…

数据库 · 计算机科学 2016-09-08 Ali Ben Ammar

Security features must be addressed when escalating a distributed database. The choice between the object oriented and the relational data model, several factors should be considered. The most important of these factors are single and…

数据库 · 计算机科学 2014-01-31 C. Sunil Kumar , J. Seetha , S. R. Vinotha

Developing OBDH for satellite should consider the condition of the existing research facilities and resources in an institution. Many OBDH developments have been failed because not considering the capabilities of the institution.…

软件工程 · 计算机科学 2016-03-11 Haryono