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7. Decision Trees and Decision Rules
7. Decision Trees and Decision Rules

...  Figs.3 and 4 show some retrieved objects in EXP2 when the query objects with a fraction of missing lines are presented to the system.  The query image is shown at the top left corner and the clean version of the object is shown in the second column of the first row. ...
Chapter 7
Chapter 7

... Because DBMSs are powerful, they require more expensive hardware, software, and data networks capable of supporting a multi-user environment More complex than a file processing system Procedures for security, backup, and recovery are more complicated and critical ...
Remembering the Past With Organizational Memory
Remembering the Past With Organizational Memory

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... concept and structuring information around this.  Information architecture (IA) is the art of expressing a model or concept of information used in activities that require explicit details of complex systems  a conceptual framework that defines the basic structure, content and relationships of the ...
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... • Byte: Group of bits that represents a single character • Field: Group of words or a complete number • Record: Group of related fields • File: Group of records of same type ...
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Judul

... Backup tools and techniques are not 100% reliable. 93% of companies that lost their data center for 10 days or more due to a disaster filed for bankruptcy within one year of the disaster. ...
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Chapter 3 – Database Systems, Data Warehouses, and Data Marts
Chapter 3 – Database Systems, Data Warehouses, and Data Marts

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IOSR Journal of Computer Engineering (IOSR-JCE)
IOSR Journal of Computer Engineering (IOSR-JCE)

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Using NoSQL Database to Persist Complex Data Objects
Using NoSQL Database to Persist Complex Data Objects

... NoSQL databases were designed to solve some common problems for distributed databases. Scaling and MapReduce are some techlogies most NoSQL Databases use to solve these problems. [6] A. Scaling There two technologies NoSQL databases use to scale data: Replication and Sharding. Replication is, as its ...
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Association - WordPress.com
Association - WordPress.com

... that by dropping two different items we have two frequent (k-1) itemsets.  From another perspective this can be seen as a possible way to construct k-itemsets. We take two (k1) item sets which differ only by one item and take their union. This step is called the join step and is used to construct P ...
Chapter 9 Slides
Chapter 9 Slides

... What Is an Object-Oriented DBMS? • Object: set of related attributes along with associated actions • Object-oriented database management system (OODBMS): database management system in which data and associated actions are encapsulated into objects ...
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Chapter 9

... • Storage characteristics are function of device types supported by hardware, type of data access methods supported by system, and DBMS • Particularly important in older hierarchical and network models • Becomes more complex when data are distributed at different locations Database Systems: Design, ...
Relational Databases
Relational Databases

... The object-relational model is an amalgamation of the relational and object models that try to unify aspects of both. There is no official definition of what an object relational database management system is. The system tries to add object-orientated functions to tables. The data is still stored in ...
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A Comparsion of Databases and Data Warehouses
A Comparsion of Databases and Data Warehouses

... 1960 - the first database management system 1970 - the first relational model 1980 - distributed database systems and database machines 1990 - object-oriented databases 2000 - XML database ...
The Relational Model - inst.eecs.berkeley.edu
The Relational Model - inst.eecs.berkeley.edu

... Review: ACID properties • A DBMS ensures a database has ACID properties: • Atomicity – nothing is ever half baked; database changes either happen or they don’t. • Consistency – you can’t peek at the data til it is baked; database changes aren’t visible til they are commited • Isolation – concurrent ...
Database Approach
Database Approach

... the data resource. Furthermore, each application should run ‘unaware’ of the existence of others using the database. Good shareability implies a ready availability of the data to all users. The computer system must therefore be powerful enough so that performance is good even when there are a large ...
Modules - Digital Pathology Association
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Introduction to Oracle - UWEC Computer Science Department
Introduction to Oracle - UWEC Computer Science Department

...  A database consists of multiple user accounts  Your area in the database is called your user schema  Identified by your username and password ...
Chapter 9
Chapter 9

... What Is an Object-Oriented DBMS? • Object: set of related attributes along with associated actions • Object-oriented database management system (OODBMS): database management system in which data and associated actions are encapsulated into objects ...
InfiniteGraph
InfiniteGraph

... database, but storage on disk is organized so that columns of related data are grouped together in the same file. As a result, attributes (columns) can be accessed without having to access all of the other columns in the row. – Results in very fast actions related to attributes, such as calculating ...
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Concurrency control

In information technology and computer science, especially in the fields of computer programming, operating systems, multiprocessors, and databases, concurrency control ensures that correct results for concurrent operations are generated, while getting those results as quickly as possible.Computer systems, both software and hardware, consist of modules, or components. Each component is designed to operate correctly, i.e., to obey or to meet certain consistency rules. When components that operate concurrently interact by messaging or by sharing accessed data (in memory or storage), a certain component's consistency may be violated by another component. The general area of concurrency control provides rules, methods, design methodologies, and theories to maintain the consistency of components operating concurrently while interacting, and thus the consistency and correctness of the whole system. Introducing concurrency control into a system means applying operation constraints which typically result in some performance reduction. Operation consistency and correctness should be achieved with as good as possible efficiency, without reducing performance below reasonable levels. Concurrency control can require significant additional complexity and overhead in a concurrent algorithm compared to the simpler sequential algorithm.For example, a failure in concurrency control can result in data corruption from torn read or write operations.
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