Paper A Hardware/Software Approach for Database Query Acceleration with FPGAs Paper Database analytics: A reconfigurable-computing approach
This paper addresses relational database design using the concept of functional dependencies (FDs). The classical synthesis approach processes a given set of functional dependencies to produce one minimal cover. This cover is then used to develop a relational schema; however, a given set of FDs ...
Recently, special techniques for automating these tasks have emerged. The automation of data processing tasks is driven by the need to utilize large volumes of complex, heterogeneous data for machine learning and big data applications. Today, end-to-end automated data processing systems based on ...
Automated Demand-driven Resource Scaling in Relational Database-as-a-Service Sudipto Das , Feng Li , Vivek Narasayya , Arnd Christian König ACM International Conference on Management of Data (SIGMOD) 2016 | June 2016 Published by ACM - Association for Comp...
A metapattern-based automated discovery loop for integrated data mining-unsupervised learning of relational patterns A metapattern (also known as a metaquery) is a new approach for integrated data mining systems. As opposed to a typical “toolbox”-like integration, where... WM Shen,B Leng -...
relational databasessemantic networksparallel processingThe number of databases that are accessible over networks within organizations is increasing. This paper presents a methodology for automatically converting the data in these databases into a useful knowledge base of case-based semantic networks that can...
Automating a task is assigning a sequence of operations to an automaton, which repeats this sequence upon request without need for further human interaction. The automaton in our case is the digital computer. The operations carried out by the computer are algorithms for analysing data sets. During...
This work presents a general framework for feature construction from multiple relational tables for data mining applications. The second part describes our prototype implementation ACORA (Automated Construction of Relational Features).doi:http://hdl.handle.net/2451/14158Perlich, Claudia...
Using the Earth Science Markup Language (ESML), an XML-based data model for the Global Geodynamics Project (GGP) was recently introduced [Lumb & Aldridge, ... LI Lumb,KD Aldridge - AGU Fall Meeting Abstracts 被引量: 9发表: 2005年 加载更多来源...
The work in [17] presents another approach for the multi-perspective discovery of declarative process models. This work is based on RelationalXES, a relational database architecture for storing event log data. Once stored, relational event data can be queried with conventional SQL. Queries capture...