1 session objectives data, processing & information the role of data in business meta data&...
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Session Objectives
Data, Processing & Information
The Role of Data in Business
Meta Data& Metameta Data
What is a Database
Evolution of databases
Types of files
Traditional File Processing Systems
Types of DBMS
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Introduction
Data:
• “A collection of raw facts and figures”.
• “Data consists of facts, text, graphics,
images,sound and video.”
Definitions
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Figure 1-1a Data in Context
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Information
• Information:
• Data processed to be useful in decision making.
• Information is, processed data that is correlated and meaningful.
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Figure 1-1b Summarized data
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Metadata: Data that describes data.
Name Type Length Min Max Description
sId Character 11 11 11 Student Id
cId Character 8 8 8 Course Id
Section Integer 1 1 9 Section Number
Year Integer 4 1980 2100 Year Completed
Term Integer 4 1 4 Semester
Grade Character 1 Alpha Grade: Must be in (A,B,C,D,F,I)
Example
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Descriptions of the properties or characteristics of the data, including data types, field sizes, allowable values, and
data context
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“Data about a metadata record” Information about a metadata record, such as when that record was created, by whom, and when it was last updated, is called metametadata
MetaMeta Data
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Data Vs Information
Data are….. Information is….
1.Stored facts 1. Presented facts
2.Inactive (They exist) 2.Active (It enables doing)
3.Technology –based 3.Business Based
4.Gathered from various sources
4.Transformed from data
5.Refers to the values actually stored in.
5. Refers the meaning of the values as understood by some users
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DATABASE
1. A database is an organized collection of logically related data.
2. A database is a computerized record keeping system.3. “A database is a collection of inter-related records with minimum of data redundancy.”
4. Collection of related data items that are being stored for record-keeping & analysis
Could be stored on cards ,file cabinet, computer, …
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A collection of related files.
A collection of records about a particular set of people, objects, entities and so on.
A collection of related fields associated with a single person, object, entity and so on.
A collection of bytes representing a single attribute.
A collection of bits representing a single character.
A binary digit.
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3. A database is a self-defined collection of integrated files.
Integrated : It is possible to navigate from file to file to extract necessary information.
Note: A FILE is a collection of logical records in a tabular format.
A RECORD contains fields (or attributes ) about the entity. A field is same as an ‘attribute’
Implicit properties
Have a Source
Degree of interaction
Audience
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SLSREP Slsrep Name Commission TotalNumber Rate Commission3 Mary Jones .05 2150.006 Bill Smith .07 4912.0012 Sam Brown .06 3567.80
CUSTOMER Cust# Name City Balance Credit Slsrep#
124 Sally Adams Delta 418.75 500.00 3256 Ann Samuels Tiffin 10.90 800.00 6311 Don Charles Toledo 200.10 300.00 12315 Tom Daniels Toledo 320.75 300.00 6405 Al Williams Swanton 408.87 800.00 3412 Sally Adams Toledo 201.20 500.00 12
ORDERS
Order# Date Cust#
2561 07/11/94 2562562 12/12/94 2563111 05/16/95 3113112 08/01/95 311
ORDER DETAILOrder# Part# Qty Selling Price
2561 P110 10 154.562561 P120 20 234.002562 P110 20 150.203111 M075 1 1200.703111 P110 5 165.893112 M075 10 1120.00
PRODUCT Product# Description Qty. on Hand Unit Price
P005 5 GPM Pump 456 78.98P110 10 GPM Pump 100 178.89P120 20 GPM Pump 50 278.98M010 10 HP Motor 8 767.00M075 75 HP Motor 5 1150.00
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Databases
• Web indexes• Library catalogues• Medical records• Bank accounts• Stock control• Personnel systems• Product catalogues• Telephone
directories
• Train timetable• Airline bookings• Credit card details• Student records• Customer histories• Stock market prices• And so on….
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Types of Files• Master File“A master file is a relatively permanent file relating to a standard. The
records changes less frequently. “Example:Customers, student’s, employee’s
• Table File“A table file contains references data used by information system.These
are relatively permanent. Updated by periodically.”Example: Tax table, postage rate tables, department code file
Transaction File:It contains records reflect day-to-day activities.These are temporarily files.Example: New employees, patient release, cash receipt, commission and
customer payments
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• Security File
“Is a file that is created and saved for backup and recovery purposes. New security files must be created periodically to replace old, outdated security files.”
• History File“Is a file created and saved historical reasons. Don’t replace
old files;usually both the old and new history files are saved.”
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File-Based Approach
• A collection of application programs that perform services for the end-users such as the production of reports. Each program defines and manages its own data.
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What is File Processing SystemsFile: a collection of related information defined by its creator.
Physical file: a file actually exists in a storage devise.
( a collection of bites, as seen by the operating system.)
Logical file: a file viewed by users and programs.
( a collection of records.)
A file management system, usually within the operating system, is
used to efficiently access physical files stored in the secondary storage
devices.
Functions: create, updates, retrieval
Examples: Hard copy registers/folders,bill folder, tax folder
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Figure Three file processing systems
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Disadvantages of File Processing
• Program-Data Dependence– All programs maintain metadata for each file they use
• Data Redundancy (Duplication of data)– Different systems/programs have separate copies of the same
data
• Limited Data Sharing– No centralized control of data
• Lengthy Development Times– Programmers must design their own file formats
• Excessive Program Maintenance– 80% of of information systems budget
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Figure 1-2 Three file processing systems
Duplicate Data
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Uncontrolled redundancy
Inconsistent data
Inflexibility
Limited data sharing
Poor enforcement of standards
Excessive program maintenance
Excessive data maintenance
File formatting issues
Recovery
Disadvantages File Management Systems
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Empno Name Job Salary Join-Date Deptno Dept-name
100 Allen Manager 4500 25-Jan-89 3 Marketing
101 John Analyst 3000 13-Mar-92 2 Research
102 Diane Clerk 2000 04-Jul-94 1 Sales
103 Adam Clerk 2000 15-Mar-93 2 Research
Accounts Department
Name Address Tel-No join-Date Birth-Date
Designation
Salary
Allen Aaa 1234 25-Jan-89 25-Jan-49 Manager 4500
John bbb 2345 13-Mar-92 13-Mar-52 Analyst 3000
Diane ccc 3456 04-Jul-94 04-Jul-74 Clerk 2000
Human Resources Department (HRD)
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Problems with Data Dependency Each application programmer must maintain their
own data Each application program needs to include code
for the metadata of each file Each application program must have its own
processing routines for reading, inserting, updating and deleting data
Lack of coordination and central control Non-standard file formats
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Problems with Data Redundancy
• Waste of space to have duplicate data
• Causes more maintenance headaches
• The biggest Problem: – When data changes in one file, could cause
inconsistencies
– Compromises data integrity
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SOLUTION: The DATABASE Approach
• Central repository of shared data
• Data is managed by a controlling agent
• Stored in a standardized, convenient form
Requires a Database Management System (DBMS)
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Database SystemsA database system
Consists of– Data(The database)– Software– Hardware– Users
We focus mainly on the software
Database systems
Allow users to– Store– Update– Retrieve– Organize– Protect
their data
The database and DBMS software together make up what is known as the Database System
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Database Management System
• A DBMS is a data storage and retrieval system which permits data to be stored non-redundantly while making it appear to the user as if the data is well-integrated.
Collection of programs that allows users to create a new database and specify its structure gives users the ability to query and modify the data efficiently keeps the data secure from accidents or unauthorized use controls the access to the data for many users at once
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DBMS is a tool to ease the construction of database
“ A software system that facilitate the creation and maintenance and use of an electronic database.”
According to Oxford dictionary:
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Database Management System
DBMS manages data resources like an operating system manages hardware resources
DBMSDBMS Databasecontainingcentralized
shared data
Application#1
Application#2
Application#3
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Advantages of Database Approach
• Program-Data Independence – Metadata stored in DBMS, so applications don’t need to
worry about data formats– Data queries/updates managed by DBMS so programs don’t
need to process data access routines– Results in: increased application development and
maintenance productivity
• Minimal Data Redundancy– Leads to increased data integrity/consistency
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Advantages of Database Approach• Improved Data Sharing
– Different users get different views of the data
• Enforcement of Standards– All data access is done in the same way
• Improved Data Quality – Constraints, data validation rules
• Better Data Accessibility/ Responsiveness– Use of standard data query language (SQL)
• Security, Backup/Recovery, Concurrency– Disaster recovery is easier
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Costs and Risks of the Database Approach
• Up-front costs:– Installation Management Cost and Complexity– Conversion Costs
• Ongoing Costs– Requires New, Specialized Personnel– Need for Explicit Backup and Recovery
• Organizational Conflict– Old habits die hard
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Figure 1-10 Components of the database environment
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Components of the Database Environment
• CASE Tools – computer-aided software engineering• Repository – centralized storehouse of metadata• Database Management System (DBMS) – software for
managing the database• Database – storehouse of the data• Application Programs – software using the data• User Interface – text and graphical displays to users• Data Administrators – personnel responsible for
maintaining the database• System Developers – personnel responsible for designing
databases and software• End Users – people who use the applications and
databases
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What do you want from a DBMS?
Answer queries (questions) about data Update data And keep data around (Persistent)Example: A traditional banking application Each account belongs to a branch, has a number,
an owner, a balance,……Query: What’s the balance in Ali Traders
account?Modification: Ali traders withdraws 1000 Rs.Persistency: Ali will be pretty upset if his
balance disappears after power outage
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Some Recent TrendsDBMS are getting smaller and smaller– DBMS that can store GB of data can run on PC
Databases are getting bigger and bigger– Multiple TBs (terabyte = 1012 bytes) not uncommon– Databases also able to store images, video, audio– Database stored on secondary storage devices
DBMS Supporting Parallel Computing– Speed-up query processing through parallelism (e.g., read
data from many disks)– However, need special algorithms to partition data
correctly
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When NOT to Use a DBMS
• Initial investment too high
• Too much overhead
• Application is simple, well-defined, not expected to change
• Multi-user access to data is not required
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Types of DBMSGeneral-purpose DBMS: can store and accessed is either
textual or numeric
Multimedia DBMS: can now store pictures, video clips, and sound messages.
Geographic information systems (GIS): can store and analyze maps, weather data, and satellite images.
Data warehouse& OLAP DBMS: systems are used in many companies to extract and analyze useful information from very large databases for decision making.
Real-time DBMS: and active database technology is used in controlling industrial and manufacturing processes.
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Types of Databases
• Several strategies are available for deploying and using databases in organizations.
• There are two generic database architectures:
Centralized
Distributed
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Central Computer Database
“ If collection of data or facts are stored at single side is called centralized database.”
There are three common examples of
centralized databases:
A Personal computer databaseA central computer database
A Client/Server database
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Personal Computer Database
“Single user database, which is used by single user. “
Common Applications:
Simple accounting system
Inventory used in small scale business
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Central Computer Database
The Data that most applications in large organizations access is stored on a central computer. Depending on the size of the organization, the central computer is usually a mainframe or a minicomputer. Central computer database often involve very large, integrated databases that must be accessed by a large number of users. Usage is often intense, with several hundred transactions per second being processed.
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Common Applications:
Airline reservation systems
Financial institutions
Express delivery companies
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Client/Server Database
“Client / Server architecture is designed for the distribution of work on a computer network in which many clients may share the services of a single server.”
Client/Server architecture has three components ClientServer
Network
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Client/Server Environment
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Benefits
Many clients can share resources
Clients’ applications can be designed with no dependency on the physical location of data.
Essay to manage concurrent access
Provide independence between applications components and reduce costs.
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Distributed Database
“Distributed database system is a set of database stored on more than one CPU in such a way that users precise the data as a single large database where as infect it is several smaller database.”
“A distributed database is a single logical database that spread physically across computer in multiple locations”
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Categories of Distributed Databases
“ When applied to databases, the term homogeneous means that the database technology is the same (or at least compatible) at each locations and that the data at various locations are also compatible “
The following conditions would probable exist:The computer operating systems used at each of the locations are the same, or at least they are highly compatible The data models used at each of the locations are the same. The database management systems used at each locations are the same, or at least they are highly compatible .The data at the various locations have common definitions and formats.
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Homogeneous Databases
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Heterogeneous Database
“When applied to databases, the term heterogeneous means that the database technology is not same at each locations and that the data at various locations are also not compatible “
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Heterogeneous Database