Óbuda University
John von Neumann Faculty of Informatics
Bécsi út 96/B. Budapest 1034
Computer Science and Engineering (Bachelor Degree)
English Language Course
Summary of subjects
Budapest, 2012
Name of the subject:
Analysis I.
Subject leader:
Dr. Cserjés Ágota
NEPTUN-Code:
NSTAN1SAEC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
In this course students are introduced to the basic topic of mathematical calculus and they apply their
knowledge to solve problems.
Syllabus
Sequences of Real Numbers
Bounded, monotone sequences, monotonity, boundedness, convergence, divergence, convergent
and divergent sequences, the speed of convergence
Differentiability of One-Variable Functions
Global properties of functions (boundedness, monotonity, convexity, symmetry properties), limits,
continuity, continuity on an interval, elementary functions
Concept of Differentiation and its Geometrical Meaning, the Rules of Differentiation, Mean Value
Theorems of Differentiation
Application of the differential calculus: the L'Hospital rule, discussion of functions, determination
of minimum and maximum, Taylor-polynomials Solving equations with numerical methods (the
bisection method, Newton’s method, method of secants), estimate of errors
Integral Calculus
Concept of the definite and indefinite integral, anti-derivative, Newton-Leibniz formula
Integration methods (important basic types, partial integration, integration by substitution),
integration of some special types of functions (rational, irrational, trigonometric, exponential,
hyperbolic).
Syllabus of Laboratory Sessions
Solving problems associated with the aforementioned topics, Introduction to the MAPLE computer
algebraic system and its applications in solving problems
Texts
Császár Á.: Valós analízis I., Tankönyvkiadó, Budapest, 1999.
Kovács J., Takács G., and Takács M.: Analízis, Nemzeti Tankönyvkiadó, Budapest, 2000.
Scharnitzky V.(ed.): Matematikai feladatok, Nemzeti Tankönyvkiadó, Budapest, 1989.
Sréterné Lukács Zs. (ed.): Matematika feladatgyűjtemény, BMF, Budapest, 2000.
Name of the subject:
Analysis II.
Subject leader:
Dr. Cserjés Ágota
NEPTUN-Code:
NSTAN2SAEC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
In this course students continue their studies of the basic topics of calculus they started at Calculus I.
They apply their knowledge to solve problems.
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Syllabus
Applications of Integral Calculus
Area, lengths of curves, surface area and volume of solids of revolution, numerical integration
methods (Monte Carlo, Simpson)
Improper Integrals
Laplace transform
The concept of Laplace transform, its properties, transformation of some special functions,
Laplace-transform of functions multiplied by exponential functions, Laplace-transform of the
derivative and the integral of functions, Translation theorem, Concept of inverse Laplacetransform, Methods: table, partial fraction expansion, Convolution theorem
Numerical Series
Convergent and divergent numerical series, Convergence criteria, Sign-keeping and alternating
series, Convergence criteria of positive-termed series, Leibniz series
Function Series
Convergence of function series, Operation on function series, Power series, Taylor expansion,
Lagrange-remainder, numerical integration by Taylor expansion, Estimating errors, Fourier series
Differential Equations
Concept of differential equations, General and particular solution, Separable differential equations
of first order, Linear differential equations of first order, Linear differential equations of second
order with constant coefficients, Solution of differential equations with Laplace-transformation,
Numerical solution of differential equations of first order (e.g. Picard iteration method, Taylor
expansion)
Functions of Several Variables
Concept, methods of definition and representation of functions of several variables, Limits and
continuity of functions of several variables, Partial and total derivative, Concept of
differentiability, Differentiation of composite functions, Directional derivative, Applications of
differentiation of functions of several variables (calculation of errors, extrema), Definite integral
of functions of several variables and its calculation, Application of integration of functions of
several variables (volume, surface area, center of gravity)
Syllabus of Laboratory Sessions
Solving problems associated with the aforementioned topics, Using MAPLE computer algebra system
for solving problems
Texts
Császár Á.: Valós analízis I., Tankönyvkiadó, Budapest, 1999.
Kovács J., Takács G., and Takács M.: Analízis, Nemzeti Tankönyvkiadó, Budapest, 2000.
Scharnitzky V.(ed.): Matematikai feladatok, Nemzeti Tankönyvkiadó, Budapest, 1989.
Sréterné Lukács Zs. (ed.): Matematika feladatgyűjtemény, BMF, Budapest, 2000.
Name of the subject:
Discrete Mathematics I
Subject leader:
Berta Gábor
NEPTUN-Code:
NSTDM1SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
The aim is to improve the abilities of students in concept formulation, abstraction, problem solving by
means of becoming acquainted with the basic topics of finite mathematics and using them in problem
solving and model creation. The use of the MAPLE system enhances the efficiency of problem solving
and learning.
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Syllabus
Real- and Complex Numbers
Set and subsets of real numbers, the axioms of real numbers, the concept of the complex number
and its representation on the Gaussian plane, the algebraic, trigonometric and exponential form of
complex numbers, basic operations, roots of complex numbers, roots of unity
Set Theory
Sets and elements, universal set, empty set, subsets, operations on sets, power sets, Boolealgebra, Venn diagrams, Cartesian product
Mathematical Induction and Recursion
Proof by induction, double and course-of-values induction, definition by induction, examples of
recursive algorithms
Relations and Functions
Binary relation and inverse relation, binary relation on a set and its graphical representation:
digraph, properties of binary relations, equivalence relation, partition of a set, partial ordering,
partially ordered sets Hasse-diagram, partial functions, functions, 'onto', 'into' and 'one to one'
functions, inverse function, composition of functions, functions of several variables
Cardinals
Countable and uncountable sets, operations on cardinals, defining order relation on cardinal sets
Combinatorics
Factorial notation, binomial coefficients, permutations and repetitions, combinations binomial
theorem, ordered and unordered partitions
Logic
Propositional calculus, statements and compound statements, conjunction, disjunction, negation,
propositions and truth tables, tautologies and contradictions, Quine-algorithm, logical
equivalence, algebra of propositions, switching circuits, disjunctive and conjunctive normal
forms, conditional and biconditional statements, arguments, logical implication, formal proofs,
natural deduction rules
Syllabus of Laboratory Sessions
The aim of the laboratory sessions is to solve problems and tasks in connection with the above
mentioned fields and implement studied algorithms in MAPLE.
Texts
Bagyinszki J., György A.: Diszkrét matematika főiskolásoknak, Typotex, Budapest, 2001.
György A., Kárász P.,Sergyán Sz., Vajda I., Záborszki Á..: Diszkrét matematika példatár, BMF-NIK5003, Budapest, 2003.
Katona Gy., Recski A., Szabó Cs.: Gráfelmélet, algoritmuselmélet és algebra, Typotex, Budapest,
2002.
Name of the subject:
Discrete Mathematics II
Subject leader:
Berta Gábor
NEPTUN-Code:
NSTDM2SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
The aim is to improve the abilities of students in concept formulation, abstraction, problem solving by
means of becoming acquainted with the basic topics of finite mathematics and using them in problem
solving and model creation. The use of the MAPLE system enhances the efficiency of problem solving
and learning.
Syllabus
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Predicate Logic
Predicate calculus, predicate as a propositional function, universal set, universal- and existential
quantifiers, bound and free variables, writing statements using the symbols of predicate calculus,
predicate language symbols, terms and formulae, rules for quantifiers, semantics, interpretations,
model, universally valid formulae, languages based on logic programming
AlgebraicTopics
Algebraic structure, operation and its properties, identity elements, inverse element, semigroup,
monoid, group, order of group, subgroups and Lagrange’s theorem, permutation groups,
homomorphism and isomorphism, rings, fields, partially ordered structures, trees, lattices, Boolean
algebras
Graphs
Examples for graph-models, graphs, directed graphs and graphical representations, vertices and
edges, degree, simple and multi-graphs, special graphs: complete-, k-regular, bipartite graphs,
paths and cycles, isomorphic graphs, adjacency matrices, subgraphs, spanning subgraph,
connectivity, components, Euler-circuits, breakout algorithm, Hamiltonian paths and cycles, trees,
spanning trees, shortest path algorithm, minimum distances of weighted graphs, rooted trees,
ordered rooted trees, planar graphs, maps and regions, Euler’s formula, Kuratowski’s theorem,
colored graphs, chromatic number, four color problem, Welch-Powell algorithm
Syllabus of Laboratory Sessions
The aim of the laboratory sessions is to solve problems and tasks in connection with the above
mentioned fields and implement studied algorithms in MAPLE.
Texts
Bagyinszki J., György A.: Diszkrét matematika főiskolásoknak, Typotex, Budapest, 2001.
György A., Kárász P., Sergyán Sz., Vajda I., Záborszki Á..: Diszkrét matematika példatár, BMF-NIK5003, Budapest, 2003.
Katona Gy., Recski A., Szabó Cs.: Gráfelmélet, algoritmuselmélet és algebra, Typotex, Budapest,
2002.
Name of the subject:
Probability and Statistics
Subject leader:
Dr. Cserjés Ágota
NEPTUN-Code:
NSTVS1SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
The course is an introduction to probability and mathematical statistics, discussion of basic concepts,
developing problem-solving skills; it provides an insight into the possibilities of practical application.
Syllabus
Introduction
Sample space and events, frequency and relative frequency, axioms of probability, consequences
of axioms: P(Ā), P(0), P(A+B), equiprobable space, selection with and without replacement,
conditional probability, multiplication rule, Bayes theorem, independent events, geometrical
probability
Random Variables
Discrete and continuous random variables, independent random variables, discrete density,
distribution function, properties thereof, continuous density, properties thereof, numerical features
of a random variable: expected value of discrete and continuous random variables, variance of
discrete and continuous random variables, standard deviation of discrete and continuous random
variables, median, mode
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Distributions
Discrete distributions: discrete uniform distribution, binomial distribution, Poisson distribution,
continuous distributions: continuous uniform distribution, exponential distribution, normal
distribution, gamma distribution, chi-squared distribution
Error Estimation
Markov’s inequality, Chebyshev’s inequality, Bernoulli’s theorem, central limit theorem
Descriptive Statistics
Introduction, Random sample, Depiction of distribution histograms
Sample Statistics
Mean, median, mode, variance and standard deviation and expected value
Estimation Theory
Point estimation, properties thereof (unbiased, efficient), maximum likelihood estimators, interval
estimation, confidence interval, confidence interval on  when  is known, and on 2, for normal
random variable
Hypothesis Testing
Type I error, type II error, level of significance of the test, critical region, parametric methods, one2
sample u- test, one-sample and two sample-t test, F test, nonparametric methods: test of fit -  2
test, test of homogeneity -  -test
Simple Linear Regression and Correlation
Syllabus of Laboratory Sessions
Solving different types of problems in probability and statistics in classroom practices, Analyzing real
statistical samples with the help of SPSS package, Testing hypotheses with the help of SPSS package
Texts
Móri F. T., Szeidl L., Zempléni A.: Matematikai statisztika példatár, ELTE Eötvös Kiadó, Budapest,
1997.
Reimann J., Tóth J.: Valószínűségszámítás és matematikai statisztika, Nemzeti Tankönyvkiadó,
Budapest, 2000.
Solt Gy.: Valószínűségszámítás, Műszaki könyvkiadó, Budapest, 1998.
Sréterné Lukács Zs. (ed.): Matematika Feladatgyűjtemény, BMF, Budapest, 2000.
Name of the subject:
Theoretical basics of informatics
Subject leader:
Dr. Kutor László
NEPTUN-Code:
NIRIE1SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
The course introduces the basic principles and main driving forces of informatics, as well as the
milestones and trends of the Information Technology Evolution. Detailed explanations of the
measuring and representation and transforming of information is persented. As specific examples, the
most important data compression and fault tolerant coding methods are explained in depth.
Syllabus
Essentials of Information Technology (IT); IT’s Position within the Sciences; Trends in IT
Key concepts, connections, IT evolutions and revolutions, and consequences
Computational Models
The von Neumann computer architecture and its main characteristics, Computer generations (IIV), the features and, directions of their development, fifth generation program and its lessons,
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directions for future development of computers
Information Processing Paradigms
Methods and characteristics of Analog and Digital Computing, Methods of information
representation, The necessity and principles of converting signals (analog to digital, digital to
analog): sampling theorem (Nyquist), main concepts, practical implementations
Fundamental Principles of Information Theory
Measuring and interpreting information (Hartley, Shannon, Stonier), interpreting and measuring
entropy and redundancy
Coding Basics
Principles, practice and standards of information representation (numbers, characters, pictures,
sounds) (ASCII, Unicode, JPEG, MPEG, MP3), Principles and practice of source encoding,
minimum redundancy encoding, key encoding algorithms (Shannon-Fano, Huffman, arithmetic
encoding), Principles of dictionary-based and adaptive data compression; most frequently used
methods (LZ77, LZ78, LZW), Principles and practical applications of fault tolerant and error
correction systems (SEC-DED, Hamming)
Texts
Kutor L.: Selected readings, BMF NIK, 2002.
Rényi A.: Napló az információ elméletről, Gondolat, 1976.
Shannon C. E., Weaver W.: The Mathematical Theory of Communication, 1972.
Stonier T.: Information and the Internal Structure of the Universe, Springer, 1993.
Name of the subject:
Data Structures, Algorithms, Objects
Subject leader:
Dr. Tick József
NEPTUN-Code:
NSTAE1SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
In the framework of this subject students get to know the basic data structures from simple data to the
object oriented technology, as well as the related algorithms.
Syllabus
Introduction
Methods of computer-based problem solving, Concept of an algorithm, Methods of algorithm
description, Dijkstra graph, Flow charts, Nassi-Schneiderman diagrams, Pseudocode, Program
source code, Compiling or interpreting, Linking, Execution of a program
Data Structures
Constants, variables, types, Integer, real and double types, Operations thereof, Logic relations,
Sets, Arrays, Strings, Heap and Recursion
Algorithms Related with the above Data Structures
Operations with finite mathematical sets as arrays, the Euclidean algorithm, Palindrome, Horner
polynomial, Coxeter magic square, Bubble sort, Insertion sort, Linear search, Binary search,
Quicksort, Heaps and arrays, the Fibonacci series
Procedures and Functions
Use of procedures and functions, Passing parameters, Operations on text and record files using
procedures
Graph Algorithms
Introduction to game theory, winning strategy, analysis of the game tree, mazes
Fundamentals of Object Oriented Programming
Software crisis, the notions of imperative, structural and object oriented programming, GUI, event
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driven programming, component based programming
Texts
Horowitz E., Sahni S.: Fundamentals of data structures in Pascal, Computer Science Press, Rockville,
1984.
Marton L., Fehérvári A.: Algoritmusok és adatstruktúrák, Győr, Novadat, 2002.
Nyékyné Gaizler Judit (szerk.): Programozási nyelvek, Budapest, Kiskapu, 2003.
Trahtenbrot B. A.: Algoritmusok és absztrakt automaták, Műszaki K., 1978.
Wirth, N.: Algoritmusok + adatstruktúrák = programok, Budapest, Műszaki Könyvkiadó, 1982.
Name of the subject:
Physics
Subject leader:
Dr. Kálmán Pápay
NEPTUN-Code:
KVEFI1SANC
Title:
ass. prof.
ass. prof.
Course description:
Fluids at rest: pressure, pressure gauges, surface tension, Archimedean principle. Fluid sin motion:
Bernoulli’s equation and it’s applications. Laminar flow and turbulent flow. Viscosity.
The working fluid. Heat, work and the system. State equations. The First Law. Reversible and irreversible
processes. Carnot’s cycle, the heat engine and the heat pump. The Second Law. Entropy.
Name of the subject:
Electrical engineering
Subject leader:
Dr. Kálmán Pápay
NEPTUN-Code:
KVEVI1SANC
Title:
ass. prof.
ass. prof.
Course description:
In the framework of this subject the students are presented the basic elements of the electrical circuits.
Structure and characteristics of the active and passive circuit elements, semiconductors. The basic laws,
relations of electrical engineering. Semiconductor’s techniques: diode, transistors, DIAC, TRIAC.
Rectifiers: 1 and 2 ways rectifying.
Name of the subject:
Economics I.
Subject leader:
dr. András Medve
NEPTUN-Code:
GGTKG1SANC
Title:
ass. prof.
ass. prof.
Course description:
An introduction to economics, scarcity and efficiency. The three main concepts of economics organization.
Consumer behaviour. The optimal choice of the consumers. Price elasticity of demand. Consumer surplus.
Manufacturers’ behaviour. Company and enterprise. Production function. Production costs. Short and longterm cost functions. The profit. Market structures. Offer of companies in perfect competition. Long-term
supply. Profit maximization of monopoly. Oligopolies. Market of input factors. Labour market, capital
market, stock market, property market. Externalities.
Name of the subject:
Economics II.
NEPTUN-Code:
GGTKG2SANC
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Subject leader:
dr. András Medve
Title:
ass. prof.
ass. prof.
Course description:
Macroeconomics and its interrelations. Actors. Output and income. Measurement of the macroeconomics
performance. Macroeconomics cycle. Consumption and saving function. Demand on the capital market and
multiplier effect. Equilibrium income. Macro demand. Labour market and employment. Macro supply.
Economic equilibrium. The modern money and banking system. Economic growth, conjuncture. Inflation
and unemployment. The role of the state in economy. Fiscal and monetary policy. International trade
policy.
Name of the subject:
Introduction to Informatics
Subject leader:
Léczfalvy Ádám Márton
NEPTUN-Code:
NIRBI1SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
These laboratory sessions focus on providing students hands-on practice. Students learn to use
efficiently key software applications such as “MS Word”, “Excel”, “Power point”. The students also
learn the basic elements of HTML language.The course incorporates the test requirements of the
European Computer Driving License (ECDL) in several key areas.
Syllabus of Laboratory Sessions
Word processing:
Basic functions: search, replace, formatting, spell checking, tables, figures, footnotes and
endnotes, cross references, figure captions, index and table of contents.
Spreadsheets:
Covered elements: sell content types and formatting, absolute and relative addressing, row,
column and block operations, creating charts, using functions and databases
Presentation basics (PowerPoint):
Target features: visibility, legibility, density of information, file management, use of
predefined layouts
Basics of HTML
URL (Uniform Resource Locator), MIME (Multipurpose Internet Mail Extension), document
types, HTTP protocol characteristics, elements of HTML document type declaration, general,
formatting and table tags
Texts
Benkő T.-né, Benkő L.: Amit a Word 2002-ről tudni érdemes!, Beda books, 2002.
Benkő T.-né, Benkő L.: Amit az Excel-, PowerPoint-, Access 2002-ről tudni érdemes!, Beda Books,
2002.
Tittel E., Pitts N., Valentine C.: HTML 4, Kossuth Kiadó Rt, 2001.
Name of the subject:
Programming Paradigms and Techniques
Subject leader:
NEPTUN-Code:
NSTPP1SANC
Title:
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Sergyán Szabolcs
ass. prof.
ass. prof.
Course description:
Objectives
In this course the students get to know the object oriented paradigm and get acquainted with practical
examples.
Syllabus
The object oriented paradigm
Function overloading, Class and object, Encapsulation, Visibility, Class, struct, interface, Static
members, Initializations, Main function, Application class, Constructor and destructor, Garbage
collection, Inheritance, Protected visibility, Function overriding, Sealed class, The virtual
inheritance, Assignment problems, Runtime binding, virtual function, polymorphism, Abstract
function, abstract class, Interface, Logical and Physical Organization of Classes, Package,
namespace, dll and assembly, Package, internal and protected internal visibility, Friend relation,
Operator overloading, Exception handling, Templates
Programming paradigms
Logic Programming, Function-level programming, Aspect-oriented programming
Advanced Data structures
List, array, bitmap, Linked list, Hash Table, Stack, Tree (Binary, Heap), Sorting algorithms
Texts
Introduction to C# Programming for the Microsoft .NET Platform, Microsoft Press, 2001.
Jones B. L.: Teach Yourself The C# Language in 21 Days. SAMS, C# mesteri szinten, Kiskapu Kft,
2004.
Kondorosi K., László Z., Szirmai-Kalos L.: Objektum-orientált szoftverfejlesztés, ComputerBooks,
Budapest, 1997.
Lippmann S. B.: C++ először, Novotrade Kiadó Kft, 1992.
Sipos M.: Programozás élesben, C# InfoKit, Budapest, 2004.
Sipos M.: Objektumorientált programozás a C++ nyelv lehetőségeivel, Akadémiai nyomda, Budapest,
2000.
Stroustrup B.: The C++ Programming Language Special Edition I. II., Addison-Wesley, 2001. fordítás A
C++ programozási nyelv I. II. kötet, Kiskapu kiadó, 2001.
Name of the subject:
Object oriented programming
Subject leader:
Dr Kotsis Domokos
NEPTUN-Code:
NSTIP1SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
In the framework of this integrated subject students practice algorithmic thinking and acquire the basic
skills of program development in OBJECT PASCAL language, which is used as a Delphi console
application.
Syllabus of Laboratory Sessions
Description and implementation of simple algorithms: software design diagrams: Dijkstra graphs, flow
charts, Nassi/Schneiderman diagrams, pseudocode, simple variable types, basic I/O operations,
sequence, IF, loop in OBJECT PASCAL, Composite Types and Their Use: strings, arrays, set type,
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Basics of file handling, Functions, Procedures, Units: concept and declaration of a function and a
procedure, parameters and their use, structure and implementation of units, important standard
predefined units and their use, The structure of a Delphi program, Pointers, static and dynamic
allocating, chained lists and their using, Structure of objects, encapsulation, inheritance,
polymorphisms, Program development using objects, Using OOP in Delphi environment
Texts
Angster E.: Programfejlesztés tankönyv I-II., Saját kiadás, 1999.
M. Cantú: Delphi mesteri szinten, KISKAPU, Sybex, 2003.
Wirth N.: Algoritmusok + adatstruktúrák = programok, Műszaki Könyvkiadó, Budapest, 1982.
Name of the subject:
Advanced programing
Subject leader:
Dr. Vámossy Zoltán
NEPTUN-Code:
NSTHP1SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
In the framework of this subject the advanced programming techniques of Delphi program
development are taught.
Syllabus of Laboratory Sessions
Writing multi-threaded applications, Defining thread objects, initializing the thread, writing the thread
function, writing clean-up code, Coordinating threads, avoiding simultaneous access, waiting for other
threads, executing thread objects, debugging multi-threaded applications, Creating Internet
applications, about WebBroker and Websnap, types of webserver applications, Using Web Broker,
Creating Web server applications with Web Broker, the structure of a Web Broker applications, the
Web dispatcher, action items, accessing client request information, creating HTTP response messages,
generating the content of messages, using database information in responses, Using WebSnap, creating
Web server applications with WebSnap, Web modules, adapters, page producers, server-side scripting
in WebSnap, dispatching request, Working with XML documents, using Document Object Model,
abstracting XML documents with the Data Binding wizard, Using Web services, basic definitions,
URL/URI, web service, HTTP, XML, XSL, SOAP, WSDL, UDDI Writing servers that support Web
Services, creating client for Web Services, Creating custom components, overview of component
creation, object –oriented programming for component writers, creating properties, events and
methods, using graphics in components, creating graphic component, Optimizing Delphi programs
with profiler
Name of the subject:
Visual, event controlled programing
Subject leader:
Dr. Kotsis Domokos
NEPTUN-Code:
NSTVP1SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
In the framework of this subject the fundamentals of Delphi program development are taught.
Syllabus of Laboratory Sessions
Introduction to Delphi
Main parts of a Delphi program: main program, units, Delphi Console application
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Class model in Object Pascal
Scope and qualifiers, Constructor and destructor, inheritance, Properties, methods and events
common to components and controls, Object Pascal and class libraries, Early binding, late
binding, static and virtual methods, VMT table, Self-parameter
Using basic components and event handling
Creating application interface, TForm class, form attributes, title and icon of application,
TLabel, TEdit, TButton, TRadioButton, Grouping components, Owner and parent, Sender
parameter and type casting, Task: calculator program
Application of standard dialog functions
ShowMessage, MessageBox, InputBox, InputQquerry, Task: Solution of the second order
equation using standard dialog functions
Handling exceptions
Protecting blocks of code and resource allocations, Handling RTL exceptions, Raising an
exception
Handling lists
List boxes, check-list boxes and combo boxes, TStrings class, Using the clipboard with text
Creating menus for GUI applications
User interface models: SDI, MDI applications, Delphi objects of menus, Main menu and popup
menu, Use of general Windows dialogs (open and save of files), Mutual call of forms, modal
and not modal design of windows, Available and auto-create forms, Dynamic creating
components
Grids, dynamic handling of components
The main features of grids, handling the OnDraw event, Dynamic use of components, Task:
Lottery program
Using graphics
Use of colors, Common properties and methods of Canvas, Pen and Brush classes, Responding
to mouse events, Display actual mouse position in status line, Task: rubber banding example
Timing
Use of the Timer, Task: A bouncing ball in a window
Working with text files and streams
Manipulating files, Text files, Changes compared to PASCAL file handling, Use of INI and
Registry files in Delphi, Task: Saving window attributes of an application to an INI file, Using
streams, Task: Copying files using streams
Developing database applications
Using databases, database architecture, Connecting to databases, understanding datasets, Data
access and data control components and their relationship, Table, DataSource, DBGrid,
DBNavigator, DBEdit, DBText, DBImage, Use of the Database Form Wizard, Task: Display
of an employees’ database in grid, realization of navigation, Display of fields of a given record
Navigating datasets
Processing of data sets, Counting the records of a table by checking the record pointer,
Modification of data sets: state diagram, Task: append, modify, delete and withdrawal
maintenance operations in the employee table
Searching datasets
Locate Lookup, FindKey, FindNearest Testing of search options in an application
Name of the subject:
Java programing language
Subject leader:
Légrádi Gábor
NEPTUN-Code:
NSTPN2SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
The aim of the course is to provide students with plain OOP programming skills development practice
using Java. Participants gain an insight into the philosophy and language of Java. Students develop
applications in integrated laboratory sessions.
This seminar focuses on the practical aspects of object-oriented paradigm, mainly in the Java language.
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Syllabus of Laboratory Sessions
Objects and object classes, Using of the integrated development framework, Creating object classes,
Instantiating objects, Methods and constructors, Polimorphic usage of methods and constructors,
Overloading (methods, constructors), The finalize() method, Data members, Scope and lifespan,
Visibility (private, protected, public and package), Final fields and classes, Interfaces and packages,
Static fields and methods and static initialization blocks, The main() function, Handling of command
line parameters, Using namespaces (packages), The this pseudovariable, Inheritance and visibilitiy,
“Multiple” inheritance, Run-time type binding, Static and dynamic type, Abstract classes and
interfaces, Persistency and serialization, Exception handling (catching, creating and specification).
Name of the subject:
Software design technology
Subject leader:
Dr. Tick József
NEPTUN-Code:
NSTST1SANB
Title:
ass. prof.
ass. prof.
Course description:
Objectives
The course serves as an introduction to the fundamental paradigms of software engineering, software
design and development methodology, especially modern methodologies based on object-oriented
modeling. Students also gain practice in OO software development using CASE tools.
Syllabus
Fundamental Concepts of Software Engineering, Basic Concepts of Software Development
The waterfall model, the spiral model, the prototype model, the 4GT model, the OO model
Issues of Software Project Management
Software start-up, Software metrics, Software estimation, Risk analysis, Project scheduling,
Software maintenance
Teamwork
The issues of effective project control, Team-leading techniques, Team organization possibilities,
Communications techniques, Rules of successful teamwork
Software Development
Data structure -, data flow -, and object - oriented analysis and design
Object Oriented Modeling and the Unified Modeling Language, Views of UML
Use-case modeling, Class-structure modeling, Behaviour modeling, Implementation modeling
Rational Unified Process (RUP)
Concepts of RUP, Paradigms, Processes, Demonstration of the RUP workflow – using case study
Application development using UML and RUP
Name of the subject:
Software design technology
Subject leader:
Erdélyi Krisztina
NEPTUN-Code:
NSTSTGSAEB
Title:
ass. prof.
ass. prof.
Course description:
Objectives
In this course students acquire skills in practical implementation of fundamentals of conceptual
modeling studied at the course Software Engineering using Rational XDE CASE tool. At the end of
the course, students will be familiar with the phases of software development and the importance of
analysis and documentation. The methodological aim of the course is to develop the team working
skill. Students will be able to overview large scale problems and highlight the essence of problems.
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Students will be capable to share the workloads into equal proportions, to work together and to keep
deadline.
Syllabus of Laboratory Sessions
The subject deals with the elements of modeling a large scale, but well-known problem. The aim
is to go through the inception and elaboration phase.
Inseption phase
We look for the answers to the following questions: What does the system implement primarily?
What is the task of the major users? What kind of system structure suits the requirements? By the
end of this period, an idea of the end-product will have been ready with simple diagrams and
prototypes.
Elaboration phase
In the second period of the course, we refine the requirements, specialize the use cases and the
plan of system structure. We focus to the relations among the structural elements and the system.
Teamwork
Students work on the problem in teams. Students develop both their technical knowledge and the
project work capabilities, which is a key qualification on the labor market. The members of a
group share responsibility, roles and tasks. It is an opportunity for students to show their
individual skills.
Used Models and diagrams
The Rational Unified Process models: Use-Case Model, Analysis Model, Design Model. The used
diagrams are: use case package diagram, use case interaction diagram, class diagram,
collaboration diagram.
Name of the subject:
Control Engineering I.
Subject leader:
Dr. Turóczi Antal
NEPTUN-Code:
NIRIT1SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
In the framework of this subject students study the basic notions, destinations, theoretical bases of the
fields, means and methods of control techniques, and its options of typical realization.
Syllabus
Introduction
Fundamentals of control techniques, its objects, control strategies, main characteristics of closed
and open systems
Linear Systems
Criteria of linearity, description of linear systems in the time and frequency domain,
characteristics of main functional elements
Open Loop and Closed Loop Control
Typical basic elements of open loop systems and systems with feedback, definition of resultant
characteristics (means and methods), non-linear control systems
Qualitative Characteristics, Stability, Criteria Of Stability, Set-Up of Qualitative Characteristics
Concept of qualitative characteristics, their definitions, set-up, theory and practice of signal
shaping, methods of signal shaping, function of PI and PD signal shaping, PID signal shaping,
analogue and digital PID controllers
Structure of Digital Control Systems
Components and their features, basic algorithms, the most important algorithms of digital signal
shaping
Fuzzy Systems
Fuzzy control, fuzzy controllers and their typical applications.
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Name of the subject:
Control Engineering II.
Subject leader:
Dr. Turóczi Antal
NEPTUN-Code:
NIRIT2SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
In the framework of this subject in the laboratory sessions students get to know the practical work of
control systems and their methods of study, various well-known methods of definition of simulated
and real systems and they get experience in solving simple control tasks.
Syllabus of Laboratory Sessions
The aim of the laboratory sessions is to study simple open loop systems with simulation, simple closed
loop systems with simulation, stability of linear systems with the help of simulation, set-up of
qualitative characteristics, realization and study of algorithms applied in computer aided control
systems and solving control tasks on models.
Name of the subject:
Digital technology I.
Subject leader:
Dr. Turóczi Antal
NEPTUN-Code:
NIRDT1SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
In the framework of this subject students study the fundamental work of digital systems (logical
networking), the basic methods of their description, they study, through examples, the operation of
logical networking and get an inside view of logical networking through the solutions of the problems
and demonstrations shown in the lectures. They get to know the basic means and methods of computer
simulation (Micro-Cap v70 for the time being) and testing with instruments.
Syllabus
Fundamentals of Boole-Algebra
Notion, classification, basic elements of logical networks and typical areas of application
Methods of Descriptions of Logical Networking
Textural formulation, logical functions, schematic capture, truth table, Karnaugh table, typical
combinatorial networking
Design and Examination of Combinatorial Networking
Universal logical functions and elements of their realization, the bases of systematic design
methods, basic means of their study and the most important methods, solution of several
examples, presentation of simulation
Ideal and Real Elements of Construction, the Characteristics of Real Elements
Reasons why elements are not ideal and consequences thereof, speed characteristics,
transition delay time of signals, power characteristics, hazardous symptoms of combinatorial
networking and their management
Programmable Combinatorial Networking
Typical elements and the alternatives available with their application, techniques of designing
and realization, presentation of advantages and limitations through examples
Sequential Networking
Grouping, methods of description and parts, table of state, equation of state, diagram of state,
basic models of synchronous and asynchronous networking
Design and Study of Synchronous Networking
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Storage parts, types of flip-flops and their technique of application, design of a network
consisting of gates and storage elements, application of programmable networking, the most
important means and methods of study, solution of examples, presentation of simulation
Typical Synchronous Networking
Counters, registers and complex synchronous systems
Fundamentals of Design and Study of Asynchronous Networking
Bases of Systematic Design of Digital Systems of High Complexity
Rudiments of means of linguistic description and design, bases of VHDL, description of
systems with VHDL, examples of application, case studies
Syllabus of Laboratory Sessions: see at Digital Technology II.
Name of the subject:
Digital technology II.
Subject leader:
Bitay György
NEPTUN-Code:
NIRDT2SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
In the framework of this subject students deepen their theoretical knowledge obtained in Digital
Technology I, they get to know, through practical solutions of tasks, the applications of computer aided
methods of designing and simulation techniques (using XILINX, OrCAD and Micro-Cap programs for
the time being) and get an inside view of various areas of high priority of circuit realization.
Syllabus of Laboratory Sessions
Design of digital (logical) circuits with one output (i.e. polling circuit, comparator, binary operator)
and its simulation using a CAD program, Logical design with systematic design method, schematic
capture with the capture program editor of the simulation program, simulation, transient analysis, test
of hazards, hazard exemption
Design, realization and study with the application of fpga circuits of multioutput digital circuits (i.e.
code converters, simple counters), Creating downloadable configuration files, on-line download,
testing, fault detection, fault correction, and documentation
Design, realization, tests and documentation of complex digital circuits (i.e. traffic lights) in teams
with the help of FPGA circuits, Creating configuration files, their on-line download, tests, fault
detection, fault correction, and documentation
Name of the subject:
Electronics I.
Subject leader:
Dr. Turóczi Antal
NEPTUN-Code:
NIREL1SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
In the framework of this subject, students study analogue signal processing, its most important means
and scopes, theoretical functions of basic electronic parts, their properties and typical applications
They get an inside view of computer aided design and acquire the foundations of measurement
technology.
Syllabus
Elements of Amplification of Analogue Signals
Amplification of potential, current and power
The Operational Amplifier
The ideal operational amplifier, Basic circuits of operational amplifiers, Main characteristics of
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real operational amplifiers
Theoretical Foundations of Feedback
Purpose, reason, consequences and types of feedback
Typical Linear and Non-Linear Applications of Operational Amplifiers
Functions of linear and non-linear applications, their basic characteristics, Typical applications,
Amplifiers, Power supplies, Modulators, Comparators, A-D and D-A converters
Operation of Basic Devices of Electronic Circuits, their Characteristics and the Types of Operation
The diode, Bipolar transistor, JFET and MOS FET
Simulation of Electronic Circuits
The presentation of a simulation program (at present Micro-Cap v70), the Demonstration of
various simple tasks, Introduction to alternatives and limitations
Elements of Measurement Technology
The methods of measurements of basic electrical parameters, Measurement of voltage and current
with analogue and digital instruments, Range of measurement, load, accuracy, resolution,
reproducibility, Elements of evaluation and processing of results of measurements
Testers and Measurement Devices
Measurement devices of electrical and non-electrical parameters, Analogue and digital circuits of
measurement, AC and DC voltage measurement circuits, Measurement converters, calibrators, and
their applications, Sensors, transmitters, signal receivers and transmitters, multiplexers, Sources of
signals (generators), Digital testers and multimeters, analogue and digital oscilloscopes
Syllabus of Laboratory Sessions: see at Electronics II.
Name of the subject:
Electronics II.
Subject leader:
Bitay György
NEPTUN-Code:
NIREL1SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
In the framework of this subject students deepen their understanding of the concepts learned in
Electronics I, they get to know the fundamentals of computer aided methods of analysis and design,
obtain practice in analogue simulation (using Micro-Cap v70 simulator for the time being) and testing
with instruments of analogue and digital circuits, in every laboratory session, students solve individual
tasks.
Syllabus of Laboratory Sessions
Design of simple analogue circuits, and testing their function, Study of circuits of operational
amplifiers (in time and frequency domain), Study of amplifiers and their parts (in time and frequency
domain), Study of power supplies and their parts (in time domain). Examination of static and dynamic
characteristics, Study of basic electronic circuits with analogue simulation, Transfer characteristics,
transmission delay time, power consumption, input and output characteristics, and noise reserve, Study
of special symptoms of high speed digital electronic circuits (reflection, crosstalk)
Name of the subject:
NAME
Subject leader:
NEPTUN-Code:
Title:
ass. prof.
ass. prof.
Course description:
17
Name of the subject:
Digital Systems I
Subject leader:
Dr. Turóczi Antal
NEPTUN-Code:
NIRDG1SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
The aim of this subject is to teach students the basics of digital electronics, the most important
elements of digital systems, the trends of development of logical circuit families, application issues of
parts usable for programmable realization of complex functions and logical families that are necessary
for engineers of technical informatics.
Syllabus
General Features of Logical Circuits
Static and dynamic characteristics, Input-output parameters, Transfer-, speed- and performance
characteristics
Basic Circuits of Main Logical Circuit Families
Inverters, basic gates, interface circuits (power amplifiers, level converters)
Application of Logical Circuit Families
The general points of view of choice and application, Speed and performance limits, the typical
functions of basic parts
Study of Logical Circuit Families with Simulation
Features of simulation environment of digital and analogue circuits (Micro-CAP v70 circuit
simulator for the time being), Options of applications, Limits and consequences, Basic notions of
production technique of IC
Signal Generating and Signal Shaping Circuits
Dedicated clock generator circuits, Realization of clock generator and signal shaping functions
using universal logical parts, Features their application technique, Typical fields of use
Basic Storage Circuits and Storage Cells
Technical features of static and dynamic operations, Types of cells, Mechanisms of storage and
their features
Programmable Circuits
Typical functions of parts, their features of application, Consequences of design and testing,
Means and methods
Noise and Disturbance Problems of Digital Systems
Types of noise signals, mechanisms of system input, noise reserve, solutions of
protection.
Features of Microprocessors and Microcontrollers
Systems consisting of one or more chips, Typical functional elements, interfaces, conditions of
applications, set of parts, Methods and means of design and development
Fundamentals of Embedded Systems
Destination, basic functions, special functions issuing from the destination, Means and methods of
connectivity with the analogue world
Syllabus of Laboratory Sessions see at Digital Systems II.
Name of the subject:
Digital Systems II
Subject leader:
Vígh Tamás
NEPTUN-Code:
NIRDG2SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
In the framework of this subject students go deeply into theoretical knowledge obtained from subject
18
Electronics I, they get to know the fundamentals of designing methods and testing of digital systems
and within these, primarily, microcontroller embedded systems through solution of individual practical
exercises.
Syllabus of Laboratory Sessions
Introduction to microcontroller laboratory system, Study of operation of microcontroller laboratory
system, Design of auxiliary units to microcontroller laboratory system (special peripherals and
complementary hardware units), Connection of auxiliary units to microcontroller laboratory system,
Developing the assembly driver, Testing the assembly driver, Testing and checking the complete
microcontroller system
Name of the subject:
Computer Architectures I
Subject leader:
Dr. Broczkó Péter
NEPTUN-Code:
NIRSA1SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
The course introduces students to the Instruction Set Architectures (ISA), as well to the basics of traditional
microarchitectures. The course is based on the design space approach, focusing on the demonstration of
trends and specific implementations
Syllabus
Introduction to Computer Architectures
Computational models, programming languages, architectures. The data based computational
models, the von Neumann, the dataflow and the object-oriented computational model.
Instruction Set Architecture (ISA)
The notion and its elements
Data space
Memory space (real and virtual). Register space (one single register set, split register sets, multiple
register set)
Data manipulation tree
Data types, operations, operand types, addressing modes, instruction formats Architecture types:
load/store (RISC), memory (CISC), stack architectures
Status space
User-visible status information (Program Counter, condition code, flag, additional user-accessible
status information), user-transparent status-information (virtual memory, stack, interrupt
processing)
Status manipulations
Performance evaluation
Absolute performance measures (MIPS, MFLOPS etc.). Relative performance measures (general
purpose; SPEC benchmarks; dedicated benchmarks; MM etc.)
Microarchitecture
Notion of microarchitecture, overview of its evolution, sequential and ILP architectures (pipeline,
superscalar, VLIW)
Traditional von Neumann microarchitecture
The notion and its elements
ALU
Implementation of basic FX, FP and BCD operations, ALU implementation
Control design
Hardwired control, microprogrammed control, their comparison
Bus system
Basics of bus systems, classification of buses, bus control (sequential and parallel arbitration), bus
timing (synchronous and asynchronous)
Input-Output systems
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Programmed I/O, Direct memory access (DMA), I/O channel
Interrupt system
Notion, interrupt reasons and levels, tasks of the interrupt process, Structure and operation of a
hypothetical computer
Main memory
Notion and characteristics of DRAM memory types, Design of a hypothetical computer
Levels of the utilised parallelism, Flynn’s and modern classification of processors
Introduction to ILP processing
Data, control and resource-dependencies and schemes to their resolution, Preserving sequential
consistency, Principle and implementation of the precise interrupt-processing, the level of the
utilised parallelism and the available speed up.
Evolution and overview of ILP processors
Determinism of the evolution, pipelined, superscalar and VLIW processors
Name of the subject:
Computer Architectures IISubject leader:
Dr. Broczkó Péter
NEPTUN-Code:
NIRSA2SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
Lectures introduce students to pipelined and superscalar processors as major representatives of parallel
architecture classes. The course is based on the design space approach, focusing on the demonstration of
trends and specific implementations.
Syllabus
Temporal parallel execution
Basic possibilities, pre-fetching, ordered and out of order execution of operations, pipelined
instruction-execution.
Pipelined processors
Basic layout and characteristics of pipelines. Logical pipelines and their implementation
alternatives (universal, master and dedicated: fixed point, floating point and I/O pipelines).
Introduction to superscalar processors
The emergence and spread of superscalar processors, their generations: thin, wide and superscalar
processors and wide superscalars with MM/3D support), main features
Design space of superscalar processors and increasing the throughput of particular subsystems
Predecoding
Principle, spreading
Instruction issue
Issue policies, issue rate
Shelving
Layout of shelving buffers, operand fetch policies, instruction dispatch schemes
Register renaming
Scope of register renaming, layout of rename buffers, rename rate
Preserving the sequential consistency of instruction execution
Processor-consistency, memory-consistency
Examples
Pentium 4, Athlon, Power 3, Power 4, Opteron
Basics of caches
Organisation of caches (direct mapped, set associative, and fully associative), virtual and physical
tagging, porting scheme, write policy (write through, write back), non-cached operations, main
operating parameters of caches, and their evolution
Cache hierarchy
One, two and three level caches, characteristics of different levels, Implementation of level 2
caches (attached to processor bus, dedicated and on-chip implementation), Evolution of the cache
hierarchy
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Name of the subject:
Computer Architectures IIISubject leader:
Dr. Broczkó Péter
NEPTUN-Code:
NIRSA3SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
Lectures introduce students to the system architecture of superscalar processors as well as to VLIW, TLP
and PLP processors representing the major parallel architecture classes. The course is based on the design
space approach, focusing on the demonstration of trends and specific implementations.
Syllabus
System level architecture of superscalar processors
Overview of system level architecture, its elements
Main memory
Notion and characteristics of FPM, EDO, BEDO, SD-RAM, RDRAM memory types
Processor bus
Operation (data transfers, coherency of cache and multiprocessors), bus topologies (multiplexed
and separate data and address busses, point to point buses), timing, multiple buses
General purpose peripheral buses
Emergence, characteristics and evolution of ISA, MCA, EISA, VESA, PCI bus
Dedicated peripheral buses
Storage busses (IDE/ATA, SCSI), video bus (AGP), audiobus (AC 97), emergence of low speed
peripheral busses (RS-232, USB, LPC, GBIP)
Chipsets
Operation and their evolution, examples
Typical system-architectures
Widespread system-architectures (Pentium III, Pentium 4)
VLIW architectures/processors
Characteristics of VLIW architectures, statical detection and removal of dependencies, Early
VLIW processors, EPIC architecture and its implementation, The Itanium processor
Thread-level parallel architectures
Fine-grained, coarse-grained, simultaneous multithreaded architectures (SMT), superscalar based,
VLIW-based, multicore single threaded, single core multithreaded and multicore multithreaded
implementations, Examples: Pentium 4 HT, SuperSPARC 4, Power 4 etc
Process-level parallel architectures
Introduction to MIMD architectures, distributed memory MIMD architectures (multicomputers),
their implementation, shared memory MIMD architectures (multiprocessors), notion, main
characteristics and application of virtually shared memory MIMD architectures (NUMA, CCNUMA and COMA) S
Name of the subject:
Command level processor handling
Subject leader:
Léczfalvy Ádám Márton
NEPTUN-Code:
NIRPK1SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
This course provides an overview of the Instruction Set Architectures (ISA) of common processors,
including the X-86 processor family. A detailed explanation is given about how the machine code is
represented and executed in operating systems. An overview is given and general characteristics of
compilers and structures of executable files (.COM and .EXE) are discussed. Students are required to
learn how to create simple, sequential programs, and iterations, and to accomplish I/O operations. They
also practice computations, data conversion, and simulations. Finally, the access and programming of
peripherals (showing graphical elements, handling serial and parallel ports) is covered.
Syllabus
21
Introduction
Overview of main processor types (RISC, CISC), Overview of widespread (POWER, X-86, X8664) Instruction Set Architectures
Instruction Set Architecctures (ISA)
Introduction to the X86 ISA in details, Process of instruction execution through examples
PC compiler environments
Assemblers, Compilers, Linkers
Programming in Assembly language
Construction of programs (source code and physical level), Basic operations, loops, timing,
simple programs, Determination of the parameters of programs, Writing and testing simple
programs
Name of the subject:
Operating Systems
Subject leader:
Bringye Zsolt
NEPTUN-Code:
NIROR1SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
Lectures and laboratory sessions introduce students to the theory and implementation of operating systems. The
students get to know the key operating system implementations and acquire practical skills in managing UNIXbased operating systems.
Syllabus
Introduction to Operating Systems (OS)
Purpose, definition, history and classification of OS’s; Key OS implementations, maintenance; Market
share of OS’s
Computer Operating Modes, Operating System Environments
Overview and development of common operating modes
The Logical Architecture of OS’s
Application, API, Peripheral control and media interfaces
Process Management
Process life cycles, Key steps of process creation, Process scheduling
Thread Handling
Thread life cycles, Key steps of thread creation, Thread scheduling
Memory Management
Overview of memory management strategies, Virtual memory management procedures, Pages and
segmented virtual memory management, Examples
File Management
File management in selected OS’s (DOS, UNIX), Example: a detailed account of the UNIX operating
system, General structure, Kernel components, Process management, File management
Syllabus of Laboratory Sessions
Using the text editor, Introduction to using the shell, Shell script development using simple and complex
examples, Introduction to the software development environment, Porting programs from MS-DOS to UNIX,
File management in C programs, Directory management, I/O device management, Runtime performance
analysis
Name of the subject:
Elements of information systems
Subject leader:
Géczy László
NEPTUN-Code:
NIRIN1SANC
Title:
ass. prof.
22
ass. prof.
Course description:
Objectives
In this subject, students study peripherals, main features of multimedia devices, their standards,
structures, emphasizing typical fields of applications of certain groups of devices.
Syllabus
Classification of Peripherals
Visualization
Visualization with and without storage in general
Visualization of Texts and Pictures
Features of the letter module, types of letters, families of letters, fields of application, the grid
structure of printed pictures and the quality of pictures, color pictures, making colors
Printers and Plotters
Review: printers with and without strike, drawing devices (planar and drum plotters), qualitative
comparison of visualization devices with storage
Visualization by Displays
Various features, cathode-ray tube (CRT), LCD, plasma and luminescence displays, resolution of
displays, video cards and the quality of color pictures
Projectors
Their types, video system devices, LCD and micro mirror projectors, use of MEMS in
constructing micromirrors
COM
Summary of microfilm techniques
Input Devices
General overview
Keyboards
Review, features of keyboard handling, factors of ergonomics, reliability and technology
Touch Screen
Its characteristics, foil and ultrasonic keys
Mouse, Track Ball
Fields of use, optomechanical quantifying and optoelectronic input
Barcode Techniques
Types and field of use of barcodes, barcode readers and printing barcodes
Archiving
Application fields of various devices, importance of reliability and extremely long (30-50 years)
lifetime, and the legal acceptance of the use of data
Data Storage
Its alternatives and realization
Magnetic Disks
Features of data storage, floppy disks and drives, hard disks in general, technical characteristics,
their structure, influence of applied microelectronic technologies on their development, influence
of MEMS on development of hard disks
Optical Discs
CD, CD-ROM, CD-R, CD-RW, DVD ROM, MO – types and structure of minidisks, fields of use,
significance of reliability and extremely long lifetime, new techniques in the fields of minidisks
(Nearfield Recording)
Magnetic Tapes
Their structure and types, development of archive tapes, significance of reliability and extremely
long lifetime, role of coding and error correction
Multimedia Devices
Sound
Its devices and environment, digital sound recording and playback, qualitative parameters of
sound recording, types of files (wav, mid, ram, etc), compression and quality (MPEG3), sound
card and audiorack playback surface, the quality of wav and midi playback
Digital Still Pictures
Scanners
Their structure, the role of device of illumination in the quality of the picture
23
Digital Photography
Its base, structure and operation of cameras, digital still picture recording, progressive CCD,
camera object lens, formation of pictures, white balance, the size of the CCD chip, resolution,
compression (without loss TIFF, with loss JPEG)
Digital Moving Pictures
Types of video cameras and their fields of application, recording techniques, formats of video
pictures and files, compression methods (AVI, DIVX, MPEG, etc), alternatives of conversion of
video files, video conversion cards
Name of the subject:
Computer networks I.
Subject leader:
Dr Schubert Tamás
NEPTUN-Code:
NIRSH1SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
The students will know the fundamentals of building and the operation of computer networks. They get
basic information about the implementation concepts of the TCP/IP protocol suit, about the building of
Internet, and about the operation of application protocols what ensure the most basic Internet services.
Syllabus
The evolution, goals and standards of the computer networks
The concept and short history of the evolution of computer networks, the necessity of standards,
important standard organizations, classification of the computer networks
ISO OSI Reference Model
Principles, open systems, goals and advantages of the layered model, concept and implementation
of the protocols: finite states automata
Basic networking concepts
Serial/parallel, simplex/(half)duplex, asynchronous/synchronous data transmission, units of
transmission, network topologies, Line/packet switched networks, The principles of the clientserver programming
Internet principles
The history of evolution of the Internet, theoretical fundamentals of Internet, contrasting the
ISO/OSI and the TCP/IP reference models, similarities, differences, Internet documents – RFCs
Internet addresses
The Internet addresses as the basic precondition of the Internet connection, The build-up and
grouping of the Internet addresses, Unicast, multicast and broadcast addresses, Concept, goal and
usage of sub-networking in IP networks, Matching of physical and IP addresses, Private addresses,
Classless Inter-Domain Routing (CIDR), Automatic setup of the network parameters, DHCP
protocol
Connectionless data transfer, the Internet Protocol (IP)
The method of the connectionless data transfer, the goal of IP, and its limit, The build-up of the IP
datagram, the concept of data encapsulation, The concept of the maximum transfer unit (MTU),
fragmentation and reassembly of datagrams, IP options
Routing in IP networks
Direct and indirect IP datagram forwarding, interconnecting networks, route selections, routers
Controlling IP networks - ICMP
The necessity of controlling IP networks, and its methods, Internet Control Message Protocol
(ICMP)
Unreliable transport service - UDP
The usages and limits of unreliable data transport service, Introduction of UDP, typical application
fields, and limitations, Addressing entities of an IP address, sockets and ports
Reliable transport service - TCP
Characteristics of the reliable transport service and its implementations, Attributes of TCP, basics
of its operation, Error recovery, flow control, Virtual channel concept, and its implementation by
24
TCP, Adaptation capabilities in TCP and their effect on the operation of the network, The TCP
finite states machine
Mnemonic addresses on the Internet, Domain Name System - DNS
The ways of satisfaction the demand of hierarchical addresses on the Internet, mnemonic
addresses on the Internet, the structures of the addresses, Name - IP-address matching
opportunities, implementation by a distributed database, The build-up and the operation of the
Domain Name System, maintaining the distributed database
The use of the TCP/IP network, application protocols
The use of the TCP/IP network, application protocols, Login to a remote computer, the Telnet
protocol, File transfer between remote computers, the FTP protocol, Electronic mailing, the
SMTP, POP3, IMAP protocols
The fundamentals of the World Wide Web
Interconnecting distributed data, the concept of hypertext, Addressing data, the concept of the
URL, Data representation, HTML. The HTTP protocol, The operation of the Web, using static and
dynamic data, Relationship between databases and the Web
Summary, development of IP, and the future
The present of the Internet, and the impact of the fast evolution, The next generation of IP – IPv6,
Outlook, tendencies, unsolved problems
Name of the subject:
Computer networks II.
Subject leader:
Dr Schubert Tamás
NEPTUN-Code:
NIRSH2SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
The students will get know the basic physical transmission mediums, their operation and
characteristics used in computer networks.
Syllabus
The physical transmission mediums
Application of UTP/STP/coax copper wires, optical fibers, microwaves, laser, spread spectrum.
The concept of multiplexing.
The creation of data transmission units
Creating frames and synchronization. Error detection, the concept of CRC, error correction with
retransmission. Flow control, the concept of windowing.
The principles of analog data transmission
Frequency/phase/amplitude modulation. The goal of using modems, principles of their operation.
Modulation, error correction and compression protocols, modem standards and compatibility.
Quasidigital transmission, V.90 modems. The fundamentals of ISDN, its services, ISDN channels
(B,D), the concept of BRI and PRI, the build-up of the ISDN frame, ISDN signaling. High speed
digital data transmission via the telephone network. Fundamentals of ADSL.
Point-to-Point Protocol - PPP
The concept of Serial Line IP (SLIP) protocol, and its disadvantage. The goal, usage and attributes
of PPP.
The fundamentals of the Ethernet and the IEE 802.x technology
The history of Ethernet, the applied topology and the transmission mediums. The principle of
CSMA/CD protocol, the details of the implementation. The build-up of the Ethernet-addresses,
and Ethernet-frame. The components of the Ethernet networks: hub, bridge, switch. 10/100/1000
Mbit/s speed classes.
LAN solutions using Ethernet switches
The concept and use of virtual LANs. Filtering traffic and access control.
Wireless LAN technologies
802.11 standards, WiFi, Bluetooth. Wireless network topologies. Vindication of network security,
WPA/WPA2 solutions. The present and (near)future of using mobile telephones for data
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communication.
Asynchronous Transfer Mode - ATM
The concept of ATM, its transmission mediums and their attributes, the build-up of the ATM cell.
Satisfying quality requirements and their classification: CBR, VBR and ABR. The fundamentals
of the operation of the ATM switches.
Space telecommunication fundamentals
The use of satellites for data transmission, the components of satellite systems, techniques of
multiple access (FDMA, TDMA, CDMA), the characteristics of the orbits, their influence of the
transmission, the effect of delay.
Name of the subject:
Computer networks laboratory
Subject leader:
Dr Schubert Tamás
NEPTUN-Code:
NIRSHGSANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
The students will obtain practical knowledge of computer networking potentials and services. They
learn the fundamental networking services of the Windows and Linux/Unix operating systems.
Syllabus of Laboratory Sessions
The Windows operating system in computer networks, The Windows networking concepts: interfaces,
services, protocols, bindings, workgroups and domains, IP configuration, utilities, Local users and
group administration, SAM, Policies, Resource management, Owner, quota, rights, resource sharing
and mapping network drives
Event logging, Domain administration, Active Directory, replication, group policy, User
administration in the domains, Terminal Server, Operation, installation, configuration, joining, Linux
introduction, Basic commands: cd, ls, >, |, grep, cat, more, mkdir, rm, passwd, pwd, man, exit, The
networking aspects of the kernel: the concept and operation of inetd, User administration, Role and
scope of the root user; passwd and shadow files, Adding and removing users; management of groups,
File system, The role and characteristics of files and directories, right management, Right assignment,
assigning ownership, Remote administration, telnet, ssh, scp, Basic IP commands and files, Ipconfig,
route, arp, netstat, iptraf, hosts, resolv.conf, services, protocols, Multi purpose networking tool
(iptables), NAT function. Operation of the Iptables, creating conditions, The roles of tables, chains and
targets
Name of the subject:
Databases
Subject leader:
Dr Kotsis Domokos
NEPTUN-Code:
NSTAB1SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
In this subject the students have to learn the principles and realization of information processing
systems, the most important data base management systems, and the state-of-the-art methods of data
handling.
Syllabus
Introduction
The concepts of data, Information and information processing
Goal Driven File Systems
File systems based on record consecutivity, Non-consecutive file systems
Data Management Systems
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Data independence, DDL, DML, Database administrator, Planning a database, Data modeling,
Entities, Attributes and relationships
Database Approaches
The hierarchical approach, the IMS, the network approach, the IDMS, the relational approach
Theory and Practice in Relational Model
Anomalies, Normalization, Relational algebra, Relational calculus SQL, 4GL tools
Popular DBMS-s
Advanced Systems
The EER model, Object oriented databases, Distributed systems, Data warehouses, Data mining,
Deductive systems, Knowledge bases
Principles of Data Security and Safety
Name of the subject:
Application of Databases I
Subject leader:
Dr Kotsis Domokos
NEPTUN-Code:
NSTAH1SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
In the framework of this subject students learn to use to planning, creating and querying database
systems. They acquire skills in its use via interactive SQL, or in an embedded way, in the platform of
the ORACLE data base system.
Syllabus of Laboratory Sessions
Normalization, Data base anomalies, Using the SQL*Plus interactive environment in the ORACLE
system, Querying with the SQL Select command, Joining tables, Using subqueries, DML commands,
Handling transactions, DDL commands: creating tables, data types, constrains, views, indexes, DCL
commands, privileges, the PL/SQL, compound data structures, cursors, ROWID, Exception handling,
Subprograms, Triggers, Applications
Name of the subject:
Application of Databases II
Subject leader:
Dr Kotsis Domokos
NEPTUN-Code:
NSTAH2SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
The aim of the subject is to show how to program and access client-server database management
applications in a high level language environment and how to create effective, component-based
database applications.
Syllabus
Characteristics of the client-server databases (revision)
The basic commands of the SQL language (DDL, DQL, DML)
PL/SQL procedure and functions
The PL/SQL, as a server-side database programming language, Declaration and
predeclaration of subroutines, recursive subroutines, Stored subroutines and the types and
usage of triggers, Realization of multitable restrictions with stored subroutines and triggers,
Parametric cursors, cursors containing subqueries, ROWID
Database management using Delphi
Basics of application development, local and remote servers, interfaces (ODBC, BDE, Native
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driver, ADO, dbExpress, ODAC), Embedding of database management commands in the
Delphi environment (DataBase, DataSet, DataSource), Realization of local databases from
programs, the visualizationand paramterization of SQL queries, Management, component
palettes of remote databases, visualization of tables, parametrizing, processing. Setting up a
connection with a, a native driver, ADO, DbExpress, external driver (parametrized running of
ODAC, PL/SQL scripts), Usage, comparison and differences of client-server databases
(Oracle, Interbase, MySQL, etc.)
Case Study
Realization of a database system, datatable selection from program, processing
Name of the subject:
Theory of intelligent systems
Subject leader:
Dr Kutor László
NEPTUN-Code:
NIRIR1SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
The course introduces the basic principles of the broad field of artificial intelligence. The material
covered includes both classical and modern paradigms of artificial intelligence and their relevant
applications.
Syllabus
Definitions of Intelligence, Measuring Intelligence (IQ, EQ)
Factors and theories of biological intelligence
Key Factors and Paradigms in Artificial Intelligence
Sensory perception, knowledge, learning, information processing, execution, communication,
logic-based, symbolic and bottom-to-top approaches
Principles and Solutions in Agent Technology
Conditions of autonomy, agent structures, environments, applications
Sensors: Direct Contact and Remote Sensors
Principles and characteristics of biological sensors, principles, characteristics and implementations
of technological sensors, Principles of Ambient Intelligence
Knowledge Representation and Deduction, Machine Learning
First order logics, semantic networks, frames, and management of uncertainty
Approaches to Problem Resolution (Concentrated, Distributed)
Symbolic problem resolution using searches; classical and enhanced search methods, problem
resolution models (GPS, SOOAR, Table), Problem resolution without representation (incremental,
situational activity (Stonier))
Principles and Practical Solutions of Biology-Driven (Soft) Information Processing
Artificial neural networks, fuzzy logics and fuzzy control, genetic algorithms
Principles, Methods and Implementations of Applications and Integrated Systems
Expert and decision support systems, linguistic applications: speech generation (e.g. JAWS,
Multivox, WINTalker), speech recognition, text checking, machine translation, trends in
intelligent robotics, implementation issues
Name of the subject:
Applications of Intelligent Systems
Subject leader:
Dr. Molnár András
NEPTUN-Code:
NIRIR2SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
The course introduces students to specific artificial intelligence based development environments as
well as basic applications of the theories taught Additional hands on practical experience is gained
through the completion of an independent project in a selected field.
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Syllabus of Laboratory Sessions
Neural Network Design Software
Typical network development environments (Neural Works, Stuttgart) and their features,
implementation of simple networks in C or Pascal
Genetic Algorithms
Typical problems suitable for Genetic algorithms (e.g. nth order functions with multiple
unknowns), implementation of genetic algorithms in C
Fuzzy Systems
Characteristics and operation of fuzzy variables, functions, deduction systems, comparison of
fuzzy controls to traditional controls
Expert and Decision Support Systems
Elements, operation and features of practical systems (illustration)
Optical Character Recognition in Practice (Omnipage)
Scanner-fed and camera-based systems
Key Applications of Speech Processing and Linguistic Technology
Speech synthesizers (e.g. JAWS, WINTalker, Multivox), speech recognizers (e.g. Dragon
NaturallySpeaking, IBM ViaVoice, Philips FreeSpeech), text checkers and translation systems
(e.g. BabelFish, Babylon, NeuroTran)
Agent Technology
Operation and development environments of software agents, operation of mobile hardware agents
(robots) in practice
Name of the subject:
Enterprise Information Systems
Subject leader:
Dr Holyinka Péter
NEPTUN-Code:
NSTVI1SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
In the framework of this subject the main functions of business information systems as well as the
fundamental subsystems and their relations are described.
Syllabus
Ground Concepts
Information system, IT, IT resources and their nomenclature, requirements against information and
IP
External Information Model
Customers, suppliers, the financial sector, government, typical data flows
Goods, Stock in Hand
Changes, typical flows, the data model
Customers, Suppliers
Fundamental concepts, activities, the data model
Service of Customers
Quotation, order, business transactions, data model, and relations to other subsystems
Procurement
Request for proposal, order, business transactions, data model, and relations to other subsystems
Invoicing
Preparing an invoice, invoice processing, returning goods, connected tasks, data model, relations
with other subsystems
Financial Issues
Accounts receivable and payable, connected tasks, data model, relations to other subsystems
Service Functions of the System
Close-up servicing, control
Implementation Issues
Hardware and software infrastructure, standard systems (SAP, Oracle Applications, BaaN)
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Name of the subject:
Modeling of Enterprise Information Systems
Subject leader:
Dr Holyinka Péter
NEPTUN-Code:
NSTVI2SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
Project work: students acquire practice in teamwork, in designing business processes and related data
models and subsystems.
Syllabus of Laboratory Sessions
Decomposition of a system to functional subsystems, Allocating subsystems to teams, Designing
business processes relating to the subsystems, Design of the data models of the subsystems, Design of
relations among subsystems, Design of procedures and inputs, Design of input control, Design of
outputs, tools to be used for design: process modeling software (e.g. ARIS), or a CASE tool (e.g. Easy
Case)
Name of the subject:
Basics of IT Security I.
Subject leader:
Dr Hermann Gyula
NEPTUN-Code:
NSTIB1SANC
Title:
ass. prof.
ass. prof.
Course description:
Objectives
In the framework of this subject the basic concepts of information systems, including communication
networking as well as attack techniques and defense possibilities and tools will be discussed.
Syllabus
Concept of Information Security
Security requirements of a system from the point of view of application, Overview of national and
international standards and recommendations regarding information security
Vulnerabilities
Threats to hardware, software and data, weak points and risk analysis
Cryptography as a Security Tool
Mathematical foundations of cryptography, protocols of cryptography, cryptography techniques
(electronic codebook, block linking, feedback of encryption) and algorithms (DES, IDEA, CAST,
public key algorithms), the PGP system and its use, key management
Foundations of Network Security
Attacking types (service denial, buffer overload, Trojans, intercepted transmission), identifying the
weak, firewalls (package filter, dynamic tool, proxy, NAT) VPN, safe linking of users, burglary
alarm systems, Analysis of Windows NT, Windows 2000 and XP, as well as Novell NetWare and
UNIX (Linux) operating systems from the point of view of security, making workstations safe
Name of the subject:
Basics of IT Security II.
Subject leader:
Dr Hermann Gyula
NEPTUN-Code:
NSTIB2SANC
Title:
ass. prof.
ass. prof.
Course description:
30
Objectives
The course enables students to deepen and implement their knowledge acquired in Fundamentals of
Informatics Security I.
Syllabus of Laboratory Sessions
Application of various simple cryptographic methods, Application and analysis of public key
encryption (PGP), Simulating attacks and defenses on networks, Installing a firewall and analysis of its
operation, Analysis of actual security drawbacks of Windows NT or XP, as well as demonstration of
corrections, Analysis of actual security drawbacks of Linux, as well as demonstration of corrections
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