Database Management System
1. What are data and information, and how are they related in a
database?
Data is recorded facts and
figures, and information is knowledge derived from data. A database stores data
in such a way that information can be created.
2. What is Enterprise Resource Planning (ERP), and what kind of a
database is used in an ERP application?
Enterprise Resource Planning (ERP)
is an information system used in manufacturing companies and includes sales,
inventory, production planning, purchasing and other business functions. An ERP
system typically uses a multiuser database.
3. What is a DBMS?
DBMS stands for Database
Management System. A DBMS receives requests from applications and translates
those requests into actions on a specific database. A DBMS processes SQL
statements or uses other functionality to create, process and administer
databases.
4. Why is a database considered to be "self-describing"?
In addition to the users' data, a
database contains a description of its own structure. This descriptive data is
called "metadata."
5. Who is E.F. Codd, and why is he significant in the development
of modern database systems?
While working at IBM, E.F. Codd
created the relational database model. A paper he published in 1970 presented
his ideas to the world at large. His work is the foundation for most of the
DBMSs currently in use, and thus forms the basis for database systems as we
know and use them today.
6. What is SQL, and why is it important?
SQL stands for Structured Query
Language, and is the most important data processing language in use today. It
is not a complete programming language like Java or C#, but a data sublanguage
used for creating and processing database data and metadata. All DBMS products
today use SQL
7. Write an SQL SELECT statement to display all the columns of the
STUDENT table but only those rows where the Grade column is greater than or
equal to 90.
SELECT * FROM STUDENT WHERE Grade
>= 90;
8. Name and briefly describe the five SQL built-in functions.
COUNT: computes the number of rows
in a table. SUM: totals numeric columns. AVG: computes the average value. MAX:
obtains the maximum value of a column in a table. MIN: obtains the minimum
value of a column in a table.
9. Write an SQL SELECT statement to count the number of rows in
STUDENT table and display the result with the label NumStudents.
SELECT COUNT(*) AS NumStudents
FROM STUDENT;
10. What is an SQL sub query?
An SQL sub query is a means of
querying two or more tables at the same time. The sub query itself is an SQL SELECT
statement contained within the WHERE clause of another SQL SELECT statement,
and separated by being enclosed in parenthesis. Some subqueries have equivalent
SQL join structures, but correlated sub queries cannot be duplicated by a
join..
11. Discuss the alternative terminology that is used in the
relational model.
Relations are also called tables,
and sometimes by the older data processing term files. A row is known as a
tuple in the relational model, but may also be referred to as a record.
Finally, relational model attributes are known as table columns and sometimes
as fields.
12. Why are functional dependencies not equations?
Equations deal with numerical
relationships. A functional dependency deals with the existence of a
determinant relationship between attributes, regardless of whether or not there
is a numerical relationship between them. Thus, if we know that there is no hot
water every Wednesday, No-Hot-Water is functionally dependent on Wednesday. So,
if we know it is Wednesday, then we know we will have No-Hot-Water. This is a
functional dependency, but not an equation
13. What is a foreign key, and what is it used for?
A foreign key is used to establish
relationships among relations in the relational model. Technically, a foreign
key is a column (or columns) appearing in one relation that is (are) the
primary key of another table. Although there may be exceptions, the values in
the foreign key columns usually must correspond to values existing in the set
of primary key values. This correspondence requirement is created in a database
using a referential integrity constraint on the foreign key.
14. What are insertion and deletion anomalies?
A deletion anomaly occurs when, by
deleting the facts about one entity, we inadvertently delete facts about
another entity; with one deletion, we lose facts about two entities. For
example, if we delete the tuple for Student 001289 from a table, we may lose
not only the fact that Student 001289 is in Pierce Hall, but also the fact that
he has $200 left in his security deposit. An insertion anomaly happens when we
encounter the restriction that we cannot insert a fact about one entity until
we have an additional fact about another entity. For example, we want to store
the fact that the security deposit for Pierce Hall is $300, but we cannot enter
this data into the Student relation until a student registers for Pierce Hall.
15. What does it mean when we say that a relation is in Boyce-Codd
Normal Form (BCNF)?
A relation is in BCNF when every
determinant in the relation is a candidate key. This means that any possible
primary key can determine all other attributes in the relation. Attributes may
not be determined by non-candidate key attributes or part of a composite
candidate key. Thus it is said "I swear to construct my tables so that all
nonkey columns are dependent on the key, the whole key and nothing but the key,
so help me Codd!"
16. You have been given a set of tables with data and asked to
create a new database to store them. When you examine the data values in the
tables, what are you looking for?
(1) Multi valued dependencies,
(2) Functional dependencies,
(3) Candidate keys,
(4) Primary keys and
(5) Foreign keys.
17. Why do normalized tables require more complex SQL when SQL
statements are used in application programs?
Tables that are normalized contain
data that has been distributed among the tables, but which may need to be
recombined to answer queries from an application. To recombine the data, the
programmer will have to use sub queries and/or joins. These SQL structures are
more complex to write than a simple SELECT statement.
18. What is the multi value, multicolumn problem? Include an
example not used in the text.
The multi value, multicolumn
problem occurs when a table is designed to include multiple columns that hold
variations of one type of attribute data. One example is where boat owners have
the names of their boats stored as BOAT_01, BOAT_02 and BOAT_03.
19. Why is the multivalue, multicolumn problem another form of the
multivalued dependency problem?
Both problems try to store
multiple values on an attribute in a table. In the multivalue, multiplecolumn
problem, the multiple values are stored in different columns. In the
mutlivalued dependency problem the multiple values are stored in different
rows. In both cases, the solution is the same: store the multiple values in a
separate table.
20. What is the inconsistent values problem? Include an example
not used in the text.
The inconsistent values problem
occurs when different users or data sources use slightly different forms of the
same data value. One example is where automobiles are specified as "Ford,
2-door, Red" in one cell and "Red Ford 2-door" in another.
21. Explain the relationship between entity, entity class, and
entity instance.
An entity is something that can be
identified in the users' work environment, something that the users want to
track. Entities of a given type are grouped into entity classes. An entity
instance is the representation of a particular entity.
22. Explain the difference between attributes and identifiers.
Entities have attributes.
Attributes are properties that describe the entity's characteristics. Entity
instances have identifiers. Identifiers are attributes that name, or identify,
entity instances.
23. Name and describe three types of binary relationships.
1:1 - a single entity instance of
one type is related to a single-entity instance of another type.
1:N - a single entity instance of
one type is related to many-entity instances of another type.
M:N - many-entity instances of one
type relate to many-entity instances of another type.
24. What is the archtetype/instance pattern?
The archetype/instance pattern
occurs when one entity tracks occurrences of another entity. A common example
is the relationship between CLASS and SECTION, where the actual occurrence of a
class happens when students register for a SECTION of that CLASS. The
archetype/instance pattern is implemented as an ID-dependent relationship.
25. What is a recursive relationship? Give an example not used in
the text.
A recursive relationship is a
relationship between an entity and itself. For example, given the entity
PERSON, a recursive relationship could be used to show a PERSON and his or her
SIBLINGs (brothers and sisters).
26. What are the steps for transforming an entity into a table?
The steps are: (1) specify the
primary key, (2) specify candidate keys, (3) specify column properties
including null status, data type, default value (if any), and data constraints
(if any), and (4) verifying normalization.
27. Define a surrogate key, describe the ideal primary key and
explain how surrogate keys meet this ideal.
The ideal primary key is short,
numeric and fixed. A surrogate key is a unique, DBMS-supplied identifier
intended to be used as the primary key of a table. Further, the DBMS will not
allow the value of a surrogate key to be changed. The values of a surrogate key
have no meaning to the users and are usually hidden on forms and reports. By
design, they are short, numeric and fixed and thus meet the definition of the
ideal primary key
28. Define and discuss data constraints.
Data constraints on a column are
the limits put on the values the data can have. There are four types of data
constraints: (1) domain constraints, which define a limited set of values for
the column, (2) range constraints, which specify that the values must fall
within a certain range, (3) intrarelation constraints, which define what values
the column can have based on values of other columns in the same table, and (4)
interrelation constraints, which define values the column can have based on
values of columns in other tables.
29. In general, how are recursive relationships handled in a
database design?
A recursive relationship is a
relationship among entities of the same class, and is represented in the same
way as other relationships are. The rows of the tables can take two different
roles, however. Some are parent rows, and others are child rows. Further, the
table will contain both its own primary key and the foreign key that links back
to the table itself. If a row has no parent, then the value of the foreign key
column in that row will be null. If the row has a parent, then there must be a
foreign key value in that row that corresponds to the primary key value of
another row in the table.
30. What is a cascading update?
Referential integrity constraints
require that foreign key values in one table correspond to primary key values
in another. If the value of the primary key is changed -- that is, updated --
the value of the foreign key must immediately be changed to match it. Cascading
updates will set this change to be done automatically by the DBMS whenever
necessary.
31. What is a SQL view? Briefly explain the use of views.
A SQL view is a virtual table
built from other tables or views. Views are used to (1) hide columns or rows,
(2) show the results of computed columns, (3) hide complicated SQL syntax, (4)
layer built-in functions, (5) provide a level of indirection between
application programs and tables, (6) assign different sets of processing
permissions to tables, and (7) to assign different sets of triggers to the same
table.
32. Explain the "paradigm mismatch" between SQL and
application programming languages.
SQL statements return a set of
rows, while an application program works on one row at a time. To resolve this
mismatch the results of SQL statements are processed as pseudofiles, using a
cursor or pointer to specify which row is being processed.
33. Name four applications for triggers.
(1) Providing default values
(2) Enforcing data constraints
(3) Updating views
(4) Enforcing referential
integrity
34. What are stored procedures, and how do they differ from
triggers?
A stored procedure is a program
that is stored within the database and is compiled when used. They can receive
input parameters and they can return results. Unlike triggers, their scope is database-wide;
they can be used by any process that has permission to use the database stored
procedure.
35. What are the advantages of using stored procedures?
The advantages of stored
procedures are (1) greater security, (2) decreased network traffic, (3) the
fact that SQL can be optimized and (4) code sharing which leads to less work,
standardized processing, and specialization among developers.
36. Why is database redesign necessary?
Database redesign is necessary for
two reasons. First, redesign is necessary both to fix mistakes made during the
initial database design. Second, redesign is necessary to adapt the database to
changes in system requirements. Such changes are common because information
systems and organizations do not just influence each other they create each
other. Thus, new information systems cause changes in systems requirements.
37. What is the difference between a correlated subquery and a
regular subquery?
A correlated sub query appears
deceptively similar to a regular sub query. The difference is that a regular
sub query can be processed from the bottom up. In a regular sub query, results
from the lowest query can be determined and used to evaluate the upper-level
query. In contrast, in a correlated sub query, the processing is nested; that
is, a row from an upper query statement is used in comparison with rows in a
lower level query. The key distinction of a correlated sub query is that the
lower-level select statements use columns from upper-level statements.
38. What is a dependency graph?
A dependency graph is a diagram
that is used to portray the connections between database elements. For example,
a change in a table can potentially impact relationships, views, indexes,
triggers, stored procedures, and application programs. These impacts need to be
known and accounted for before making database changes.
39. Explain how to add a NOT NULL column to a table.
First, add the column as NULL.
Then use UPDATE to add data to every row. Finally use an ALTER TABLE . . .
ALTER COLUMN statement to change the column constraint to NOT NULL.
40. You have two tables, EMPLOYEE and COMPUTER that are in a
one-to-one relationship. The foreign key is EmpNumber in COMPUTER which
references EmpNumber as the primary key of EMPLOYEE. Explain what must be done
to convert the one-to-one EMPLOYEE-COMPUTER relationship to a one-to-many
relationship where one employee can have more than one computer.
In the one-to-one relationship,
there will be a constraint on EmpNumber as a foreign key in COMPUTER stating
that EmpNumber must be unique. To convert the relationship to a one-to-many
relationship, just drop this constraint.
41. Explain the difference between an exclusive lock and a shared
lock.
An exclusive lock prohibits other
users from reading the locked resource; a shared lock allows other users to
read the locked resource, but they cannot update it.
42. Explain the difference between optimistic locking and
pessimistic locking.
Optimistic locking assumes no
transaction conflict will occur and deals with the consequences if it does.
Pessimistic locking assumes that conflict will occur and so prevents it ahead
of time with locks. In general, optimistic locking is preferred for the
Internet and for many intranet applications
43. What is deadlock? How can it be avoided? How can it be
resolved once it occurs?
Deadlock occurs when two
transactions are each waiting on a resource that the other transaction holds.
Deadlock can be prevented by requiring transactions to acquire all locks at the
same time; once it occurs, the only way to cure it is to abort one of the
transactions and back out of partially completed work.
44. What are the major functions of the database administrator?
Managing database structure,
controlling concurrent processing, managing processing rights and responsibilities,
developing database security, providing for database recovery, managing the
DBMS and maintaining the data repository
45. Explain what we mean by an ACID transaction.
An ACID transaction is one that is
atomic, consistent, isolated, and durable. Durable means that database changes
are permanent. Consistency can mean either statement level or transaction level
consistency. With transaction level consistency, a transaction may not see its
own changes. There are four transaction isolation levels: read committed, read
uncommitted, repeatable read and serialization. Atomic means it is performed as
a unit.
46. What are the ways in which an Oracle database can be created?
There are three (3) ways to create
an Oracle database. You can create a database using the Database Configuration
Assistant, using the Oracle-supplied database creation procedures or using the
SQL CREATE DATABASE command.
47. What are sequences and what are the possible problems when
using them to create surrogate keys?
A sequence is an object that
generates a sequential series of unique numbers. Sequences are most often used
to provide values for surrogate keys. However, there are three problems with
using sequences. First, a developer can use a defined sequence for any purpose;
and if a sequence is used for purposes other than the surrogate key, some
values will be missing. A second problem is that there is nothing in the schema
that prevents someone from issuing an INSERT statement that adds data to the
table but that does not use the sequence. Finally, it is possible to use the
wrong sequence when putting data into a table.
48. Under what conditions should indexes be used?
Indexes can be created to enforce
uniqueness, to facilitate sorting, and to enable fast retrieval by column values.
A good candidate for an index is a column that is frequently used with equal
conditions in WHERE clauses.
49. Explain the three levels of transaction isolation supported by
Oracle.
Oracle supports read committed,
serializable, and read-only transaction isolation levels. Because of the way
Oracle System Change Number (SCN) values are processed, Oracle never reads
dirty data. Serializable isolation is possible, but the application program
must be written to process the "Cannot serialize" exception. Applications
can place locks explicitly using SELECT FOR UPDATE commands but this is not
recommended.
50. What are the types of files used in Oracle recovery?
Datafiles, control files and two
types of ReDo log files: OnLine Redo and Offline ReDo (which is also known as
Archive ReDo).
51. What is the difference between SQL Server 2000 complete and
differential backups?
A complete backup makes a copy of
the entire database. A differential backup makes a copy of the changes that
have been made to the database since the last complete backup. A complete
backup must be made before the first differential backup. Because differential
backups are faster, they can be taken more frequently and the chance of data
loss is reduced. Complete backups take longer but are slightly simpler to use
for recovery.
52. Explain the meaning of each of the transaction levels
supported by SQL Server.
The strictest isolation level is
SERIALIZABLE. With it, SQL Server places a range lock on the rows that have
been read. This level is the most expensive to use and should only be used when
absolutely required. The next most restrictive level is REPEATABLE READ, which
means SQL Server places and holds locks on all rows that are read. It is
possible to make dirty reads by setting the isolation level to READ
UNCOMMITTED, which is the least restrictive level. READ COMMITTED is the
default isolation level.
53. Explain the difference between the SQL Server 2000 simple,
full, and bulk-logged recovery models
With the simple recovery model, no
logging is done. The only way to recover a database is to restore the database
to the last backup. With full recovery, all database changes are logged. With
bulk-logged database recovery, all changes are logged except those that cause
large log entries.
54. What is the difference between SQL Server 2000 clustered and
nonclustered indexes?
With a clustered index, the data
are stored in the bottom level of the index and in the same order as that
index. With a non clustered index, the bottom level of an index does not contain
data; it contains pointers to the data. For data retrieval, clustered indexes
are faster than non clustered indexes
55. What triggers does SQL Server 2000 support?
SQL Server 2000 supports INSTEAD
OF and AFTER triggers only. There is no SQL Server support for BEFORE triggers.
A table may have one or more AFTER triggers for insert, update and delete
actions; AFTER triggers may not be assigned to views. A view or table may have
at most one INSTEAD OF trigger for each triggering action of insert, update or
delete.
56. What is the relationship between ODBC, OLE DB, and ADO?
Developed first, the ODBC standard
is for relational databases; while the OLE DB standard provides functionality
for both relational and other databases. Finally, ADO was developed to provide
easier access to OLE DB data for the non-object-oriented programmer.
57. What are the three types of data sources used with ODBC?
An ODBC file data source is a file
that can be shared among database users. A ODBC system data source is one that
is local to a single computer. A ODBC user data source is only available to the
user who created it.
58. What disadvantage of ODBC does OLE DB overcome?
By breaking the features and the
functions of a DBMS into COM objects, OLE DB characteristic overcomes a major
disadvantage of ODBC. With ODBC, a vendor must create an ODBC driver for almost
all DBMS features and functions in order to participate in ODBC at all. This is
a large task that requires a substantial initial investment. With OLE DB,
however, a DBMS vendor can implement portions of their product.
59. What are to goals of OLE DB?
The major goals of OLE DB are to:
(1) Create object interfaces for DBMS functionality pieces; (2) Increase
flexibility for developers and users; (3) provide an object interface over any
type of data; and (4) do not force data to be converted or moved from where it
is.
60. In OLE DB, what is the difference between an interface and an
implementation?
An OLE DB interface is specified
by a set of objects, and the properties and methods that they expose, and OLE
DB defines standardized interfaces. An object need not expose all of its
properties and methods in a given interface. An OLE DB implementation defines
how the object supports the interface. The implementation is completely hidden
from the user. Thus developers of an object are free to change the
implementation whenever they want, but they should not change the interface
without consulting their users
61. Why is XML a better markup language than HTML?
XML is a better markup language
than HTML, primarily because XML provides a clear separation between document
structure, content, and materialization. Symbols cannot be used ambiguously
with XML.
62. What are the two means to describe the content of XML
documents?
DTD (Document Type Declarations)
and XML Schemas. An XML document that conforms to its DTD is called type-valid.
A document can be well-formed and not be type-valid, either because it violates
the structure of its DTD or because it has no DTD. However, DTDs have limitations
and to overcome these limits XML Schemas were created. XML Schemas are XML
documents that are the preferred method for defining document structure.
63. What is the difference between simple elements and complexType
elements?
Simple elements have only one data
value. ComplexType elements can have multiple elements nested within them.
ComplexTypes may also have attributes. The elements contained in a complexType
may be simple or other complexTypes. ComplexTypes may also define element
sequences.
64. What is ADO.NET?
ADO.NET is a new, improved, and
greatly expanded version of ADO that was developed for the Microsoft .NET
initiative. ADO.NET incorporates all of the functionality of ADO, but adds much
more. In particular, ADO.NET facilitates the transformation of XML documents to
and from database data. Most importantly, ADO.NET introduces the concept of
datasets, which are in-memory, full-function, independent databases.
65. What is a dataset?
A dataset is an in-memory database
that is disconnected from any regular database, but has all the important
characteristics of a regular database. Datasets can have multiple tables,
relationships, referential integrity rules, referential integrity actions,
views and the equivalent of triggers. Datasets are needed to provide a
standardized, non-proprietary means to process database views. They are
especially important for the processing of views with multiple multivalued
paths.
66. Briefly describe the four JDBC driver types that Sun defines.
Type 1 drivers provide a bridge
between Java and ODBC. Types 2-4 drivers are written entirely in Java, but
differ as to how they connect to the DBMS. Type 2 drivers rely on the DBMS
product for intermachine communication, if any. Type 3 drivers translate JDBC
calls into a DBMS-independent network protocol. Type 4 drivers translate JDBC
calls into a DBMS-dependent network protocol
67. What is the difference between a Java servlet and a Java
applet?
An applet is a compiled Java
bytecode program that is transmitted to a browser via HTTP and is invoked using
the HTTP protocol on the user's workstation. A servlet is a Java program that
is invoked on the server to respond to HTTP requests.
68. What is the coding pattern for using a JDBC driver?
1. Load the driver.
2. Establish a connection to the
database.
3. Create a statement.
4. Do something with the
statement.
69. What is a Java bean?
A Java bean is a Java class that
has the following three properties. (1) There are no public instance variables.
(2) All persistent values are accessed using methods named getxxx and setxxx.
(3) The bean class must either have no constructors or it must have one
explicitly defined zero-argument constructor.
70. How are surrogate keys and metadata handled in MySQL?
MySQL uses integer data types
combined with the property AUTO_INCREMENT to create surrogate keys. This
creates a sequence that starts at one (1) and increases by one (1) for each new
record. MySql maintain its metadata in a database named mysql. For example,
this database maintains two tables named user and db.
71. What is a data mart?
A data mart is a collection of
data smaller in scope and size than a data warehouse. It is dedicated to data
from a particular business component of business functional area. A data mart
may function as a subset of a larger data warehouse. Users of a data mart are
usually knowledgeable analysts in the business area using the data mart.
72. What is RFM analysis?
RFM analysis is a Business
Intelligence (BI) reporting system that analyzes and ranks customers based on
their purchasing patterns. R refers to "how recently" a customer
placed an order, F refers to "how frequently" the customer orders,
and M refers to "how much money" the customer spends. Typically, the
customers are ranked into "20%" groups and assigned a number to
represent their ranking. Thus 1 means top 20%, 2 the next 20% and so on. In
this system a score of 1 is best and a score of 5 is worst. Thus a customer
with an RFM score = 1 5 1 would be one who has ordered recently, does not order
frequently, and who makes large purchases.
73. What are the functions of a reporting system?
A reporting system has three
functions: 1. Report authoring -- connecting to data sources, creating the
report structure and formatting the report. 2. Report management -- defining who
receives which reports, when they receive them and how the reports are
delivered. 3. Report delivery -- based on report management metadata, either
pushing the reports to the recipients or allowing them to be pulled by the
recipients.
74. What is OLAP?
OnLine Analytical Processing
(OLAP) is a Business Intelligence (BI) reporting system. OLAP provides the user
with the capability to sum, count, average and do other simple arithmetic
operations on groups of data. An OLAP report has measures and dimensions.
Measures are the data values to be displayed. Dimensions are characteristics of
the measures. OLAP reports are called OLAP cubes, although such reports are not
limited to three dimensions.
75. What is market basket analysis?
Market basket analysis is a data
mining technique that determines which sets of products tend to be purchased
together. A common technique uses conditional probabilities. In addition to the
basic probability that an item will be purchased, three results are of
particular interest:
Support -- the probability of two
items being purchased together.
Confidence -- the probability of a
second item being purchased GIVEN that another item has been purchased.
Lift -- calculated as confidence
divided by a basic probability, this shows the likelihood of a second item
being purchased IF an item is purchased.
76. Explain the differences between structured data and
unstructured data.
Structured data are facts
concerning objects and events. The most important structured data are numeric,
character, and dates. Structured data are stored in tabular form. Unstructured
data are multimedia data such as documents, photographs, maps, images, sound,
and video clips. Unstructured data are most commonly found on Web servers and
Web-enabled databases.
77. Explain why it is still necessary to have at least some
familiarity with file processing systems even though it has become evident that
traditional file processing systems have a number of shortcomings and limitations.
Many businesses still use file
processing systems today. This is especially true in the creation of backups
for a database system. In addition, if you understand some of the limitations
of a file processing system such as program-data dependence, duplication of
data, limited data sharing, lengthy development times, and excessive program
maintenance, you can try and avoid them as you design and develop a databases.
78. What are some of the disadvantages associated with
conventional file processing systems?
There are five disadvantages.
Program-data dependence occurs when file descriptions need to be changed in all
programs whenever a file description changes. Duplication of data is storing
the data more than one time. Limited data sharing occurs when the files are
private so no one outside of one application can access the data. Lengthy
development times exist because file processing systems takes longer to
develop. Lastly, excessive program maintenance exists since the effort to
maintain a program is larger in this environment
79. The range of database applications can be divided into five
categories. Explain the five different categories.
Databases can support from a
single user (personal database) up to supporting the requests of the world
(internet database). In between, a database can support a workgroup (a
relatively small group of people), department database (a functional unit in an
organization such as marketing), or an enterprise database (entire
organization).
80. Explain the differences between an intranet and an extranet.
An Internet database is accessible
by everyone who has access to a Web site. An intranet database limits access to
only people within a given organization. An extranet database limits access to
only people within a company and a company's customers and suppliers.
81. Briefly explain the five components of an Information Systems
Architecture and their relationship to data.
Processes that manipulate the
data. Networks that transport the data. People who process and use the data.
Events and point in time when processes need to be performed with the data.
Reasons for events and rules to govern the processing of the data
82. Explain the systems development life cycle.
This is the traditional method to
develop, maintain, and replace information systems that includes the project identification
and selection, project initiation and planning, analysis, logical design,
physical design, implementation, and maintenance steps. The process is a series
of steps that are ideally completed in a linear fashion. In reality, the
process is not linear and the process requires steps to be revisited and an
overlap of steps.
83. Explain the differences of the two principal types of packaged
data models.
Universal data models are common
to many organizations. These models may be useful for similar functions that
are used across companies or organizations such as purchasing and accounting.
Industry-specific data models are used by specific industries.
84. Who can make up a systems or database team? Provide a brief
explanation of each.
The team includes a system analyst
who identifies the need for information services to meet opportunities of the
business, database analysts who design the database, users who monitor that the
system will meet their needs, programmers who write computer programs, database
and data administrators who have responsibility for current and future
databases and other technical experts.
85. Briefly describe the six database activities that occur during
the systems development life cycle.
The enterprise modeling that
analyzes the current data processing. Conceptual data modeling that identifies
entities, relationships, and attributes. The logical database design that
identifies data integrity and security requirements. The physical database
design and definition that defines the database to a DBMS. The database
implementation that installs and converts data from prior systems. Database
maintenance that fixes errors in the database and database applications.
86. Briefly explain an ERD.
An ERD is a detailed logical representation
of the data for an organization. The ERD includes entities, attributes,
relationships, and cardinalities. An ERD is the mechanism where an
entity-relationship model is displayed.
87. List some of the chrematistics of good data definitions.
Definitions are gathered from the
same sources and should be accompanied diagrams. A definition will include
special conditions, examples, how the data is created, whether the data can
change, who owns the data, whether the data is optional, and whether the data
can be broken into something more atomic.
88. Explain minimum and maximum cardinality.
Minimum cardinality is the minimum
number of instances of an entity that can be associated with each instance of
another entity. Maximum cardinality is the maximum number of instances of an
entity that can be associated with each instance of another entity.
89. Describe the naming of Relationships?
Relationships are verb phrases and
represent actions usually in the present tense. The name should exclude vague
names such as "has". The name should explain what action is being
taken and possibly why it is important.
90. Why is modelling time-dependent data with a time stamp
important?
The values of data may change. A
time stamp helps to ensure that the previous value of the data stays in the
database after it has changed so that you can see the before and after values
through time. Without a time stamp, you will most likely lose some of the
history.
91. Explain the difference between total specialization and
partial specialization.
Total specialization exists when
every instance of a supertype must also be an instance of a subtype. Partial
specialization exists when every instance of a supertype does not have to be an
instance of a subtype.
92. Explain the difference between an ERD and EER.
An EER includes everything in an
ERD and an EER allows for more complex relationships than an ERD. An EER allows
for object-oriented data modeling and include supertypes and subtypes entities
and inheritance.
93. Explain the difference between the disjoint and overlap rule.
The disjoint rule states an entity
instance of a supertype can only be a member of one subtype. The overlap rule
states an entity instance of a supertype can be a member of multiple subtypes.
94. List the three types of business rules and define each of
them.
A derivation is a statement that
is derived from other knowledge. A structured assertion is a statement that
expresses some aspect of the static structure of an organization. An action
assertion is a statement of a constraint on the actions of an organization.
95. Explain how a scenario is used for business rules.
A scenario is used to test
business rules. It is a short script that describes how a business reacts to
certain situations.
96. Explain some of the main goals of normalization.
Normalization should minimize data
redundancy. It should also simplify referential integrity constraints.
Normalization will also make it easier to insert, update, and delete data. And
finally, it provides better design.
97. List some of the properties of a relation.
Relations in a database have a
unique name and no multivalued attributes exist. Each row is unique and each
attribute within a relation has a unique name. The sequence of both columns and
rows is irrelevant.
98. Explain what needs to happen to convert a relation to third
normal form
First you must verify that a
relation is in both first normal form and second normal form. If the relation
is not, you must convert into second normal form. After a relation is in second
normal form, you must remove all transitive dependencies.
99. Describe how a supertype/subtype relationship is mapped into a
relation.
A separate relation is created for
each supertype and subtype. The attributes common for all of the subtypes are
assigned to the supertype. Each subtype has the primary key from the supertype
assigned to it. A subtype discriminator is added to the supertype.
100. Describe domain constraints.
Domain constraints include entity
integrity and referential integrity. The domain is a set of values that may be
assigned to an attribute. The entity integrity rule states that no part of a
primary key cannot be null. Referential integrity states that each foreign key
value must match a primary key value or be null.
101. What are the four objectives of the selection of a data type?
A data type should be selected so
that all possible values are represented using minimal storage space. The data
type should help to ensure data integrity and support all possible data
manipulations (i.e., cannot place a letter in a field such as salary where a
number is required).
102. Describe the four types of indexes.
A unique primary index is unique
and is used to find and store a row. A nonunique primary index is not unique
and is used to find a row but also where to store a row (based on its unique
primary index). A unique secondary index is unique for each row and used to
find table rows. A nonunique secondary index is not unique and used to find
table rows.
103. What is de-normalization and why would someone consider doing
so?
De-normalization is the process of
taking normalized relations and changing them so that they are not longer
normalized. This process may lead to anomalies and create data redundancy as
negative consequences. However, the revised relations should improve database
performance.
104. Compare a hierarchical and network database model?
The hierarchical model is a
top-down structure where each parent may have many children but each child can
have only one parent. This model supports one-to-one and one-to-many
relationships. The network model can be much more flexible than the
hierarchical model since each parent can have multiple children but each child
can also have multiple parents. This model supports one-to-one, one-to-many,
and many-to-many relationships.
105. Describe the differences between vertical and horizontal
portioning.
Horizontal portioning is where the
rows in a relation are separated by some criteria and placed into a new
relation or file with the same layout as the original relation (in this case
only the records in each file differ). Vertical portioning is where the columns
in a relation are separated by some criteria and placed into a new relation or file
with a different layout as the original relation.
106. Explain the difference between a dynamic and materialized
view.
A dynamic view may be created
every time that a specific view is requested by a user. A materialized view is
created and or updated infrequently and it must be synchronized with its
associated base table(s).
107. Discuss some of the techniques that can be used to tune
operational performance.
Choosing primary and secondary
keys can increase the speed of row selection, joining, and row ordering.
Selecting the appropriate file organization for base tables and indexes can
also improve performance. Clustering related rows together and maintaining
statistics about tables and indexes can lead to increased efficiency.
108. Briefly describe the three types of SQL commands.
Data definition language commands
are used to create, alter, and drop tables. Data manipulation commands are used
to insert, modify, update, and query data in the database. Data control
language commands help the DBA to control the database.
109. What are the steps to follow when preparing to create a
table?
1. Identify the data type, length,
and precision for each attribute. 2. Identify the columns that can accept a
null value. 3. Identify the columns that need to be unique. 4. Identify primary
and related foreign keys with the parent table being created before the child.
5. Determine default values. 6. Determine where the domain values are that need
to be constrained. 7. Create the indexes.
110. What are some disadvantages of a standard language such as
SQL?
A standard language can hinder the
effort to create a new language. One standard is never enough to meet all of
the business needs. A standard can be a compromise among interested parties
which can cause the standard to not be ideal. If a standard is altered by some,
than portability between platforms could be hurt.
111. Explain a join between tables
A join allows tables to be linked
to other tables when a relationship between the tables exists. The relationships
are established by using a common column in the tables and often use the
primary/foreign key relationship.
112. Describe and contrast a trigger and a procedure.
Triggers are stored and controlled
in the DBMS. A trigger is executed automatically when a condition is met (INSERT,
UPDATE, or DELETE). A procedure is also stored in a database. A procedure is
not executed automatically.
113. Briefly describe an outer join.
An outer join includes the records
that match and those that do not have a matching value in another table. Outer
joins can be a LEFT outer join (includes all records from the first table
listed) or a RIGHT outer join (includes all records from the second table
listed). Outer joins are not easily used with more than two tables.
114. Describe a sub query.
A subquery is a query that is
composed of two queries. The first query (inner query) is within the WHERE
clause of the other query (outer query). In some cases the inner query provides
results for the outer query to process. In other cases, the outer query results
provide results for the inner query (correlated sub query)
115. Describe the difference between embedded and dynamic SQL.
Embedded SQL is the process of
including hard coded SQL statements. These statements do not change unless the
source code is modified. Dynamic SQL is the process of generating SQL on the
fly. The statements generated do not have to be the same each time.
116. Explain the difference between two and three-tier
architectures.
A three-tier architecture includes
a client and two server layers. The application code is stored on the
application server and the database is stored on the database server. A
two-tier architecture includes a client and one server layer. The database is
stored on the database server.
117. Describe and contrast SQL and QBE.
QBE is a direct-manipulation
database language that uses a graphical approach to query construction. Some
database systems translate QBE queries into SQL. QBE does not adhere to a
standard but SQL does. Both SQL and QBE are relational database languages.
118. Describe ODBC
ODBC is a standard that contains
an interface that provides a common language for application programs to access
and process SQL databases. In order to use ODBC, a driver, server name,
database name, user id, and password are required. ODBC is important for
Internet applications and has gained wide acceptance.
119. Compare a thin and a fat client.
A fat client is a PC that is
responsible where most processing occurs on the client rather than the server.
Some of the fat client activities include processing, presentation logic, and
business rules logic. A thin client is a PC where only limited processing
occurs. In these cases, more processing should occur on the application server.
120. Describe some reasons that someone familiar with Microsoft
Access will want to learn VBA.
You can perform more complex
functions and error handling can be accommodated by VBA. VBA code will execute
faster since code runs faster than macros and maintenance is easier because VBA
modules are stored with the forms and reports. Reading VBA is easier because
you can see the entire code. Finally, you can pass parameters and use OLE
automation better
121. Describe middleware applications that ease the connection of
databases to Web applications.
Both ASP and ColdFusion are
middleware that ease the connection of databases to Web applications. Both
require the use of several files. Both use tags and are executed on the server.
Both Internet Explorer and Netscape can access these files. The programmer does
not need to be concerned with the client when they work with this middleware.
122. Describe JavaScript and VBScript.
JavaScript shares many features
with Java. Developers use it to achieve interactivity. JavaScript is an open
language and does not require a license. It is supported by both Internet
Explorer and Netscape. VBScript is similar to JavaScript. It is based on Visual
Basic but is simpler. Microsoft developed this language.
123. Describe Web Services.
Web Services are improving the
ability of computers to communicate over the Internet. These services use XML
programs and usually run in the background. Easier integration of applications
may be possible because developers do not need to be familiar with the
technical details with applications that are being integrated. UDDI is a
technical specification for creating a distributed registry of Web services and
businesses that are open to communicating through Web services.
124. Provide an overview of XML.
XML is used to structure and
manipulate data involved with a browser and is becoming the standard for
e-commerce. XML uses tags that are similar to HTML in that they use the angle
brackets, but XML describes the content whereas HTML describes the appearance.
The XML schema standard was published in May 2001 by W3C.
125. Describe Website security issues.
Website security issues include
unauthorized access to the several aspects of one's Website. Security measures
should include all aspects of the system such as the network, operating level,
database, and Web server. Regular monitoring and security testing by a company
should help to avoid intrusion into one's system.
126. Explain the role of metadata for the three-layer
architecture.
Each of the three layers has a
metadata layer linked with it. The metadata layer describes the properties or
characteristics of the data. The operational metadata describe the data used in
the various operational and external systems. The enterprise data warehouse
metadata describe the reconciled data layer. The data mart metadata describes
the derived data layer
127. Describe why operational and informational systems are
separate.
Operational systems are used to
run the business in real time on a daily basis and contain current data.
Non-managers and non-analysts work in this type of system. Operational systems
must process large volumes of data. Informational systems are used to support
decisions and contain historical data. Managers and analysts work in this type
of system. Informational systems have periodic batch updates.
128. Describe a data warehouse.
A data warehouse is organized
around specific subjects. The data is defined using consistent naming, format,
and encoding structure standards. The data contains a time element, so that the
data can be studied for trends. No data in a data warehouse can be updated by
end users.
129. Explain why an information gap exists in most organizations.
One reason that an information gap
exists is the fact that systems have been developed in separate, segmented
efforts. This has helped the data from being stored in an integrated database
and thus the data is in an inconsistent structure. The other reason for the gap
is that most systems are created to support the operational aspect of an
organization. The systems were not developed for decision making.
130. Describe the differences between a data warehouse and data
mart.
A data warehouse is for the
enterprise and contains multiple subjects. A data mart is for a specific
functional area and focuses on one subject. A data warehouse is flexible and
data-oriented and contains detailed historical data. A data mart is restrictive
and project-oriented and contains some historical data.
131. Describe the difference between data and database
administration.
Data administration is responsible
for the overall management of data resources. Some of the core roles include
the creation of data polices, procedures and standards, resolve data ownership
issues, and manage the information repository. Database administration is
physical database oversight. Some of the core duties include the selection of
the DBMS and software tools, the installation and upgrade of the DBMS, and
database performance tuning.
132. What are some of the important security features of a DBMS?
One of the features includes the
use of views which allows the presentation of only data needed by someone and
limits the capability of database updates. The use of integrity controls
includes such things as domains, assertions, and checks. Also authorization
rules, user-defined procedures, encryption, authentication schemes, and backups
are important.
133. Describe concurrency control.
Concurrency control is the process
managing simultaneous operations against a database so that database integrity
is not compromised. There are two approaches to concurrency control. The
pessimistic approach involves locking and the optimistic approach involves
versioning.
134. Explain locking.
Locking is denying others the
ability to update a record until someone completes the update or releases the
record. Locking can occur on many different levels in a database. It can occur
at the database, table, record, or field level. A lock can be shared (another
can read the record while an update is in progress) or exclusive (no one can
read the record while an update is in progress).
135. Explain issues for database performance.
The installation of the database
is an important issue since the better the installation, the better the
performance could be. Memory usage is learning how the DBMS uses main memory
and then using that knowledge to enable better performance. I/O is usually very
intense in a DB, so understanding how users will use the data will help to
prepare the database better. CPU usage and application tuning are also
important considerations.
136. Describe the difference between homogeneous and heterogeneous
distributed database.
A homogenous database is one that
uses the same DBMS at each node. Either each node can work independently or a
central DBMS may coordinate database activities. A heterogeneous database is
one that may have a different DBMS at each node. It may support some or all of
the functionality of one logical database. It may support full Distributed DBMS
functionality or partial Distributed DBMS functionality.
137. What is a distributed database?
A distributed database is a single
logical database that is spread across more than one node or locations that are
all connected via some communication link. It requires multiple DBMSs, running
at each remote site. A distributed database can be either homogenous (same DBMS
at each node) or heterogeneous (different DBMS at some nodes).
138. What is the difference between horizontal and vertical
partitioning?
Horizontal partitioning is where
some rows of a table are placed into the base relations at one site and other
rows are placed at another site. Vertical partitioning is where some columns of
a table are placed into the base relations at one site and other columns are
placed at another site but each all of these relations must share a common
domain.
139. Explain concurrency transparency.
Concurrency transparency is where
each transaction in a distributed database is treated as if it is the only one
in the system. Therefore if several transactions are running at one time, the
results will be the same as if each transaction was run in serial order. The
transaction manager helps to provide concurrency control. The three methods
that may be used are locking, versioning, and timestamping.
140. Explain snapshot replication.
Snapshot replication can be used
when an application does not require that the data always be current. These
applications can be updated by periodic table copying or snapshots. As part of
the snapshot effort, all of the data to be included in the snapshot is
collected at a primary point. Then a read-only snapshot is taken and the
snapshot is sent to each site so that the update can be made.
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