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A Field Guide to Hadoop
A Field Guide to Hadoop

... • Others. NoSQL databases generally do not support relational join operations, complex transactions, or foreign key constraints common in relational systems, but generally scale better to large amounts of data. You’ll have to decide what works best for your data sets and the information you ...
Slide 1
Slide 1

... Optimized for OLAP support Provides inter and intra-query parallelism Offers high-performance for heavy-weight query processing over large databases - using non-expensive components - in a non-intrusive way - Making no changes to database applications - Keeping the same DBMS - Keeping the same logic ...
Access Pattern Confidentiality-Preserving - CEUR
Access Pattern Confidentiality-Preserving - CEUR

... last few years which have put a focus on ORAM to be a considerable alternative when it comes to secure data outsourcing [5, 9, 13, 4, 15], i.e., storing and retrieving data records based on fixed identifiers. Outsourced relational databases, on the other hand, are more complex and require efficient ...
OLAP Query Processing in Grids
OLAP Query Processing in Grids

... Optimized for OLAP support Provides inter and intra-query parallelism Offers high-performance for heavy-weight query processing over large databases - using non-expensive components - in a non-intrusive way - Making no changes to database applications - Keeping the same DBMS - Keeping the same logic ...
Best practices ® Query optimization in a data warehouse
Best practices ® Query optimization in a data warehouse

... This paper first outlines a summary of guidelines for defining the physical data model for the database and partitioning the data. However, the main focus of this document is on the collection of statistics and the analysis of query plans. The DB2 compiler uses a cost-based optimizer. Cost estimates ...
Dimension Build - dbmanagement.info
Dimension Build - dbmanagement.info

... 6. For the ProductTypeCode attribute, select the Id check box. 7. For the ProductType attribute, select the Caption check box. 8. For the ProductLineCode attribute, select the Parent check box. When you execute a build, DecisionStream creates links between a level and its parent by matching the Pare ...
DBC-e03-Chapter-01-PP
DBC-e03-Chapter-01-PP

... our list into several tables. Somehow the tables must be joined back together • In a relational database, tables are joined together using the value of the data • If a PROJECT has a CUSTOMER, the Customer_ID is stored as a column in the PROJECT table. The value stored in this column can be used to r ...
JDBC/Oracle tutorial
JDBC/Oracle tutorial

... Non-procedural language, because more than one record can be accessed rather than one record at a time. It is common language for all relational databases. In other words it is portable and it requires very few modifications so that it can work on other databases. Very simple commands for querying, ...
DBC-e03-PP-Chapter-01
DBC-e03-PP-Chapter-01

... our list into several tables. Somehow the tables must be joined back together • In a relational database, tables are joined together using the value of the data • If a PROJECT has a CUSTOMER, the Customer_ID is stored as a column in the PROJECT table. The value stored in this column can be used to r ...
ExpertSeminar_AnalyticsPerformance(May 26 2010)
ExpertSeminar_AnalyticsPerformance(May 26 2010)

... • Reporting Only – No Transactions • Default query threshold: 5,000,000 rows. ...
The World Wide Web
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Integrating XML and Databases
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... ML is becoming a standard for data ness-to-business applications such as buyer-supcommunication over the Internet. Like plier trading automation, inventory database access HTML, it is a markup language, but it and sharing, integration of commercial transacsupports a richer set of features, such as u ...
Spatial database systems - Технички факултет
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... • Traditional database systems do not provide any spatial data types. In addition to the classical data types integer, real, character, string they offer sometimes non-standard types of data such as date and time. An object in a spatial database is defined by several non-spatial attributes and one a ...
CODESOFT 2014 - Tutorial
CODESOFT 2014 - Tutorial

... databases. The software comes with several ODBC drivers. These enable you to access the most common types of databases. Some of the more common drivers are listed below: ...
SQL Triggers
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... Enforce referential integrity across nodes in a distributed database Automatically generate derived column values Enforce complex business rules Provide transparent event logging Gather statistics on table access ...
Development of the ECODAB into a relational
Development of the ECODAB into a relational

... To overcome this situation, every GT in the system is accompanied by a list of candidate donor and acceptor sugars resulting from the most similar amino acid sequences found in the database. The abovementioned color code is also used to indicate the status of sugar donors and acceptors for each simi ...
JDBC basics lecture
JDBC basics lecture

... You'll find, with few exceptions, that all of the JDBC elements we use are interfaces and not classes. ...
Introduction to SQL, OleDB interface to Access from VB.NET
Introduction to SQL, OleDB interface to Access from VB.NET

... Introduction to SQL, OleDB interface to Access from VB.NET ...
When to use Oracle Database In
When to use Oracle Database In

... benefit from Database In-Memory) in Table 2 below. For each property, we show two queries that vary only in terms of the specified query property – showing one query for which Database In-Memory provides a smaller benefit, and one for which it provides a larger benefit. This table is not intended to ...
Solutions to Review Questions
Solutions to Review Questions

... view are created and then merged later during the database design stage. The view integration approach involves leaving the requirements for each user view as separate lists of requirements. We create data models representing each user view. A data model that represents a single user view is called ...
Distributed Architecture of Oracle Database In
Distributed Architecture of Oracle Database In

... handles only a part of the entire data set, there may not be the same contention for CPU and memory resources as characterized by a centralized DBMS [15]. The scenario is particularly relevant for main-memory based RDBMSs. With increasing deluge of data volumes, the main memory of a single machine m ...
Best Practices for Data Definitions - Cont`d
Best Practices for Data Definitions - Cont`d

... Best Practices for Data Definitions - cont’d  Every table should have a clustered index (CI) – The CI determines the physical and logical storage of table data – The CI need not be applied on the same column(s) as the primary key (PK) – The CI should be applied on most frequently queried columns ...
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Ch2

... – Provide concepts that are close to the way many users perceive data. • (Also called entity-based or object-based data models.) ...
Intro to laboratory work: SQL Data Manipulation 1
Intro to laboratory work: SQL Data Manipulation 1

... Learning Resources - Video Series: SQL Server 2005 Express Edition for Beginners Getting Started with SQL Server Express This video series is designed specifically for SQL Server beginners—individuals who are interested in learning the basics of how to create, manage, and connect to SQL Server Expre ...
eCommerce&Security - DCU School of Computing
eCommerce&Security - DCU School of Computing

... • Active set and current row: + a set of tuples from a SELECT is called the active set + at any time we can only work with one tuple in the active set, called the current row ...
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Entity–attribute–value model

Entity–attribute–value model (EAV) is a data model to describe entities where the number of attributes (properties, parameters) that can be used to describe them is potentially vast, but the number that will actually apply to a given entity is relatively modest. In mathematics, this model is known as a sparse matrix. EAV is also known as object–attribute–value model, vertical database model and open schema.
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