Detailed Msc Course Contents UIU CSE
-
Upload
ratul-hasan -
Category
Documents
-
view
217 -
download
0
Transcript of Detailed Msc Course Contents UIU CSE
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 1/35
Master of Science in Computer Science and EngineeringUnited International University
United International University (UIU) has been running its M.Sc. in Computer Science
and Engineering program very successfully since its inception and has attracted not onlyfresh undergraduates but also a handful number of ICT professionals from the industry.
ue to the rapidly changing nature of the sub!ect" it has become urgent to ma#e a number of changes in the e$isting syllabus in order to meet the local and global mar#et demand.
Especially a number of courses related to Communication Engineering and Intelligent
Computing have been added to the e$isting syllabus. In addition courses have beendistributed into si$ ma!or areas. %fter incorporating all the necessary changes" the
modified syllabus is hereby submitted to the University &rants Commission for #ind
approval.
Program Requirements
A. Admission Requirements:
Individuals 'ho hold a achelors degree in any academic discipline from a recogni*ed
university having C&+% not less than ,.- 'ill be considered for admission into the
Master of Science in Computer Science and Engineering program. Students 'ho have
'ea# under graduate grades or have not come from CSCSICSEEEE%pplied +hysics bac#ground 'ill be re/uired to ta#e a number of prere/uisite courses (list enclosed) as
decided by the department of Computer Science and Engineering. The applicants
undergraduate grade point average (&+%)" &0E score and 'or# e$perience 'ill be
considered in the admission process. % personal intervie' 'ill be encouraged and may bere/uired. Upon acceptance" students 'ill receive a copy of their planned academic
program. Students are encouraged to meet periodically 'ith the program director todiscuss academic progress" career placement and special needs.
B. Degree Requirements
% total of minimum 12 credit hours of graduate course 'or# 'ith a minimum &+% of ,.-
are re/uired to earn the M.Sc. in CSE degree. Students may belong to either thesis or non3thesis group. Thesis group students should ta#e 45 credit hours course 'or# and 45
credit hours thesis. 6on3thesis group students should ta#e 17 credit hours course 'or# and 2 credit hours pro!ect. %t least 18 contact hours constitute a 1 credit hour course. Inaddition to class 'or#" students have to engage themselves intensively in course based
laboratory 'or#s. Ta#ing at least four or more courses from a particular area 'ill
constitute a ma!or in that area. The courses are distributed among the follo'ing ma!ors9Soft'are Engineering" Multimedia" Electronic Commerce" Intelligent Computing"
Embedded Systems and Communication Engineering. Students 'ho have 'ea# under
graduate grades or have not come from CSCSEEEE%pplied +hysics bac#ground 'ill
4
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 2/35
be re/uired to ta#e a number of prere/uisite courses (list enclosed) as decided by the
department of Computer Science and Engineering.
List of Courses
A. Prerequisite Courses
Course
Code
Course Title Credit
Hours
Contact
Hour !ee"
CSE -774 :b!ect :riented +rogramming 1.7 137
CSE -771 ata Structure and %lgorithms 1.7 137
CSE -77- atabase Management Systems 1.7 137
CSE -77; Soft'are Engineering and %pplicationevelopment
1.7 137
CSE -778 ata Communication and Computer 6et'or# 1.7 137
CSE -744 Microprocessor and Interfacing 1.7 137
CSE -741 System %nalysis and esign 1.7 137
CSE -74- Signals and <inear Systems 1.7 137
CSE -74; Engineering Electromagnetics 1.7 137
CSE -748 Structured +rogramming <anguage 1.7 137
M%T= 45; >ourier and <aplace Transformation 1.7 137
B. Required Courses #An$ Si% for t&esis group An$ Ten for non't&esis
group(
Course
Code
Course Title Credit
Hours
Contact
Hour )ee"
CSE 2774 %dvanced atabase Systems 1.7 137
CSE 2771 Soft'are ?uality Management 1.7 137
CSE 277- :b!ect :riented %nalysis and esign 1.7 137
CSE 277; esign and evelopment of :pen Multi3tier%pplication
1.7137
CSE 2778 %dvanced %rtificial Intelligence 1.7 137
CSE 2744 ata Mining 1.7 137
CSE 2741 Computational <inguistics 1.7 137CSE 274- Statistical Machine Translation 1.7 137
CSE 274; Speech +rocessing 1.7 137CSE 2748 Speech 0ecognition 1.7 137
CSE 27,4 +attern 0ecognition 1.7 137
CSE 27,1 Machine <earning 1.7 137
CSE 27,- 6eural 6et'or# and >u**y <ogic System 1.7 137CSE 27,; Image +rocessing 1.7 137
,
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 3/35
CSE 27,8 Computer &raphics and %nimation 1.7 137
CSE 2714 Interactive Multimedia esign and evelopment 1.7 137
CSE 2711 istributed Systems 1.7 137CSE 271- Client Server Technologies 1.7 137
CSE 271; Electronic Commerce 1.7 137
CSE 2718 @eb +rogramming 1.7 137CSE 27A4 +arallel %lgorithms 1.7 137
CSE 27A1 &raph Theory 1.7 137
CSE 27A- Embedded System esign 1.7 137CSE 27A; %dvanced Embedded System esign 1.7 137
CSE 27A8 0eal Time Computing for Embedded System 1.7 137
CSE 27-4 Tele3traffic Theory and Management 1.7 137
CSE 27-1 0adio >re/uency Technology 1.7 137CSE 27-- igital Communications 1.7 137
CSE 27-; @ireless Communication 1.7 137
CSE 27-8 Multimedia Communication 1.7 137
CSE 2724 %dvanced :ptical Communication 1.7 137CSE 2721 Mobile Systems 1.7 137
CSE 272- %dvanced Mobile Communication 1.7 137CSE 272; %dvanced 6et'or# Services and Management 1.7 137
CSE 2728 igital Signal +rocessing 1.7 137
CSE 27;4 %dvanced B<SI esign 1.7 137CSE 27;1 Communication Theory 1.7 137
CSE 27;- Satellite Communication 1.7 137
CSE 27;; Mobile Communication 1.7 137
CSE 27;8 :ptical Communication 1.7 137CSE 2754 Telecommunication Engineering 1.7 137
CSE 2751 %dvanced igital Communication 1.7 137
CSE 275- +ro!ect Management 1.7 137CSE 275; %dvanced :b!ect :riented +rogramming 1.7 137
CSE 2784 Cryptography 1.7 137
*e!l$ Added Courses:
CSE 2758%dvanced Computer Communications and
6et'or#s1.7 137
CSE 2781 0esearch Methodologies and Technical @riting 1.7 137
CSE 278- @eb Engineering 1.7 137CSE 2448 Mobile Computing 1.7 137
CSE 24,4 %d3hoc and Sensor 6et'or#s 1.7 137CSE 24,1 @ireless 0esource Management 1.7 137
CSE 24,- Internet %rchitecture and +rotocols 1.7 137CSE 24,; 6et'or#s Security 1.7 137
CSE 2414 Computational Intelligence 1.7 137
CSE 241- Semantic @eb Theory and %pplications 1.7 137CSE 24A4 Computational &eometry 1.7 137
CSE 247- =ealth Informatics and Telemedicine 1.7 137
1
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 4/35
CSE 24;4 Image +rocessing and its %pplications 1.7 137
CSE 2441 ata @arehousing and usiness Intelligence 1.7 137
CSE 244- >inancial Informatics 1.7 137CSE 24A1 Smart +hone %pplication evelopment 1.7 137
CSE 24A- Cloud Computing 1.7 137
CSE 24A; Soft'are +ro!ect Management 1.7 137CSE 24A8 Soft'are ?uality %ssurance and Testing 1.7 137
CSE 24-4 Computer &ame esign and evelopment 1.7 137
CSE 24-1 io3informatics and Computational iology 1.7 137
CSE 24--Enterprise Soft'are %rchitecture and
evelopment1.7 137
CSE 24-; Models of Soft'are Systems 1.7 137
CSE 24-8 Soft'are Specifications and %nalysis 1.7 137
CSE 2421&eographic Information Systems and Spatial
atabases1.7 137
CSE 242- Information Technology %udit and %ssessment 1.7 137
CSE 242; Special Topic3I 1.7 137CSE 2428 Special Topic3II 1.7 137
CSE +,,, T&esis #- Credit &ours for t&esis group( Pro/ect #+ Credit
&ours for non't&esis group(
Distri0ution of courses according to ma/ors:
Soft!are Engineering:
%dvanced atabase SystemsSoft'are ?uality %ssurance
:b!ect :riented %nalysis and esign
+ro!ect Management%dvanced :b!ect :riented +rogramming
esign and evelopment of :pen Multi3tier %pplication
Interactive Multimedia esign and evelopment@eb +rogramming
Computer &raphics and %nimation
Electronic Commerce
@eb EngineeringSemantic @eb Theory and %pplications
Smart +hone %pplication evelopment
Soft'are +ro!ect ManagementSoft'are ?uality %ssurance and Testing
Computer &ame esign and evelopment
Enterprise Soft'are %rchitecture and evelopmentModels of Soft'are Systems
A
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 5/35
Soft'are Specifications and %nalysis
Information Technology %udit and %ssessment
1ntelligent Computing:
%dvanced %rtificial IntelligenceImage +rocessing
ata Mining
Computational <inguisticsStatistical Machine Translation
Speech +rocessing
Speech 0ecognition+attern 0ecognition
Machine <earning
6eural 6et'or# and >u**y <ogic Systems
Computational Intelligence
=ealth Informatics and TelemedicineImage +rocessing and its %pplications
ata @arehousing and usiness Intelligence>inancial Informatics
io3informatics and Computational iology
Em0edded S$stem:
%dvanced B<SI esignEmbedded System esign
%dvanced Embedded System esign
0eal Time Computing for Embedded Systems
Communication Engineering:
igital Signal +rocessingTele3traffic Theory and Management
0adio >re/uency Technology
igital Communications@ireless Communications
Multimedia Communications
%dvanced :ptical Communications
istributed SystemsMobile Systems
%dvanced Mobile Communication
Client Server Technologies%dvanced 6et'or# Services and Management
%dvanced Computer Communications and 6et'or#s
Mobile Computing%d3hoc and Sensor 6et'or#s
-
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 6/35
@ireless 0esource Management
Internet %rchitecture and +rotocols
Communication TheorySatellite Communication
Mobile Communication
:ptical CommunicationTelecommunication Engineering
%dvanced igital Communication
6et'or#s SecurityCloud Computing
Cryptography
Miscellaneous:
+arallel %lgorithms
&raph Theory
0esearch Methodologies and Technical @ritingComputational &eometry
&eographic Information Systems and Spatial atabasesSpecial Topic3I
Special Topic3II
Detailed Course Contents:
Pre'requisite Courses:CSE 2,,- 30/ect 3riented Programming
4.,, credits
Introduction to programming and logic flo'" procedural versus ob!ect oriented
programming" data types" variables" constants" operators" e$pressions" input3output"
control structures" arrays" functions" pointers" file access" structures" dynamic memoryallocation" classes" ob!ects" constructor and destructor" access modifiers" inheritance"
polymorphism" multiple inheritance" friend functions" virtual class" files and streams" user
interface design" e$ception handling.
CSE 2,,4 Data Structure and Algorit&ms
4.,, Credits
2
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 7/35
Introduction to elementary data structures and their usages9 %rrays" records" lin#ed lists"
stac# and /ueue asic searching and sorting techni/ues Cost and performance analysis
of algorithms Trees and graphs Traversal techni/ues of trees and graphs 0ecursion"divide and con/uer techni/ues &reedy method ynamic programming &raph
algorithms =ashing % survey of hard problems 6+3completeness and intractable
problems.
CSE 2,,2 Data0ase Management S$stems
4.,, credits
Introduction to database" data models9 Entity3relationship model and relational model"
functional dependency" normali*ation" relational algebra" S?<9 asic and comple$ /uery"
!oining atabase design and implementation on MS" inde$ing" data integrity andsecurity" database storage and file structure" transaction management" concurrency
control" recovery management" ob!ect3oriented database and DM<.
CSE 2,,5 Soft!are Engineering and Application De6elopment
4.,, Credits
Soft'are engineering paradigms" process models" comple$ity models" re/uirement
engineering" different models of effort" schedule3and cost3estimation" ris# analysis andmanagement" pro!ect management" different soft'are design methodologies" verification
and validation" testing philosophy and methods" soft'are configuration management"
soft'are metrics" soft'are reliability and availability" soft'are maintenance and soft'arere3engineering" development of applications using soft'are engineering concepts
CSE 2,,7 Data Communication and Computer *et!or"s
4.,, Credits
Introduction to data communication and net'or#s transmission media" signals" noises"
modulation and demodulation" encoding ata net'or#s" single and multi channel datacommunication" circuit s'itching and pac#et s'itching. 6et'or# architecture" layering
and protocols" :SI reference model" TC+I+ architecture <%6 concepts" media" collisionand broadcast M%C address" framing" to#en ring" >iber istributed ata Interface(>I)" Ethernet and Carrier Sense Multiple %ccess Collision etection (CSM%C)"
IEEE 57,.1 0outing" I+ address" %0+ and 0%0+" =C+" 0I+" I&0+ and EI&0+" :S+>
Transport layer Session layer +resentation layer %pplication layer.
;
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 8/35
CSE 2,-- Microprocessor and 1nterfacing
4.,, Credits
Introduction to different types of microprocessors" Microprocessor architecture"
instruction set" interfacing" I: operation" interrupt structure" Microprocessor interfaceICs" %dvanced microprocessor concepts" Microprocessor based system design.
Computer :rgani*ation9 >undamentals of computer design" +erformance and cost"
Instruction set design and e$amples" Measurements" asic processor implementationtechni/ues9 =ard'ired and micro3programmed control Caches and multiprocessor
caches" esign of I: systems" I: performances
CSE 2,-4 S$stem Anal$sis and Design
4.,, Credits
Information" general concepts of formal information systems" analysis of information
re/uirements for modern organi*ations" modern data processing technology and its
application" information systems structures" designing information outputs" classifying
and coding data" physical storage media considerations" logical data organi*ation"systems analysis" general systems design" detail system design" +ro!ect management and
documentation" &roup development of an information system pro!ect9 includes all phases
of soft'are life cycles from re/uirement analysis to the completion of a fullyimplemented system.
CSE 2,-7 Structured Programming 8anguage
4.,, Credits
:vervie'" Structure of C program" ata Types" I: >unctions" Identifiers" E$pressions"Statement and Symbolic Constants" %rithmetic operators" 0elational :perators and
<ogical :perators" it3'ise :perators" +recedence and %ssociativity" Control statements"
Storage class" >unctions" Command <ine +arameters and <ibrary >unctions" %rrays"
Strings" Structure" Union and it3fields" +ointer" Memory %llocation and 0elease" +ointer and Multi3imensional %rrays" >ile =andling" Bideo %dapter" Modes and &raphics
Initiali*ation" &raphics >unctions.
CSE 2,-2 Signals and 8inear S$stems
4.,, Credits
5
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 9/35
Introduction" System properties" System state" Continuous3time convolution" iscrete3
time convolution" Stability and time response" iscrete3time signals and systems"
iscrete3time convolution" ifference e/uations" Stability" <aplace transform" Inverse<aplace transform" Transfer functions" System reali*ation" Z 3transform" >re/uency
response" Z and <aplace transforms" >ourier series" >ourier transform properties"
Sampling theorem" <TI system analysis" Signal energy" %S< modems
CSE 2,-5 Engineering Electromagnetics
4.,, Credits
Static and lo'3fre/uency electric fields9 Static E fields in Cartesian and cylindrical
coordinates" &ausss <a'" Electrostatic energy Static and lo'3fre/uency magnetic fields9
Static = fields in Cartesian and cylindrical coordinates Sto#ess Theorem" %mperes <a' "Firchhoffs <a's" Ma$'ells E/uations in differential form9 Cartesian and cylindrical
coordinates" Circuit electromagnetics" Ma$'ells e/uations as a linear" shift3invariantsystem +lane 'aves9 Single3fre/uency solution of linear" shift3invariant system ""Standing 'aves" The scalar 'ave e/uation" Traveling 'aves" Bisuali*ation of traveling
vector 'aves" @ave properties @ave solutions of Ma$'ells E/uations in space9 Circular
and elliptical polari*ation" The +oynting vector" Circuits and 'aves Transmission lines9
@aves on transmission lines" Characteristic impedance" E/uivalent circuit of atransmission line" 0eflection of 'aves at a discontinuity 0adiation and antennas9
Simulation of radiation by a moving charge" The =ert*ian dipole" Barious types of
antennas" %ntennas in receiving mode" Effective area of an antenna" Matched load 'ithcomple$ impedance" >riis transmission formula" ipole antennas of length comparable
to" or greater than" the 'avelength" +oynting vector for a general dipole antenna" %ntenna
arrays
MATH -5 9ourier and 8aplace Transformations
4.,, Credits
<aplace Transforms9 efinition. <aplace transforms of some elementary functions.
Sufficient conditions for e$istence of <aplace transforms. Inverse <aplace transforms.
<aplace transforms of derivatives. The unit step function. +eriodic function. Some special
theorems on <aplace transforms. +artial fraction. Solution of differential e/uations by<aplace transforms. Evaluation of improper integrals.
>ourier %nalysis9 0eal and comple$ forms of >ourier series. >inite transform. >ourier
integral. >ourier transforms and their uses in solving boundary value problems.
8
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 10/35
Required Courses #- Credits for T&esis roup 4, Credits for non'
t&esis roup(:
CSE +,,- Ad6anced Data0ase S$stems
4.,, Credits
atabase system architecture managing primary and secondary storage /uery processing metadata and catalog management language processing /uery optimi*ation
and plan generation concurrency failures and recovery e$tensibility client3server
interactions. :b!ect3oriented database systems" DM<" database and the 'eb" data
management in distributed mobile computing environment" data broadcasting" te$tdatabase" digital library design and implementation" multimedia database9 asic concept"
design and optimi*ation of access strategies parallel database" spatial database" temporal
database.
CSE+,,4 Soft!are ;ualit$ Management
4.,, Credits
Introduction to the re/uirements definition phase of soft'are development. Models"
notations" and processes for soft'are re/uirements identification" representation"
validation" and analysis. Systematic testing of soft'are systems" symbolic e$ecution"soft'are debugging" measurement and prediction of soft'are reliability" pro!ect
management" soft'are maintenance" soft'are reuse" reverse engineering. Soft'are
/uality" soft'are process and process metrics" different /uality metrics of soft'areBerification and validation tas#s and techni/ues" soft'are error and defect removal" S?%
management and models" statistical /uality control ?uality management system9 IS:
8777" IS: 8774 and IEEE 4,,7; Standards Compliance criteria of different standards9
8777%S31-21 and IS: 8774" Capability Maturity Model (CMM)" +eople CapabilityMaturity Model (+3CMM) enchmar#ing and certification.
CSE +,,2 30/ect 3riented Anal$sis and Design
4.,, Credits
Introduction to :b!ect :riented esign" Modeling Concept9 Modeling as a esign
Techni/ue" :b!ect Modeling" ynamic Modeling and >unctional Modeling esignMethodology9 Methodology +revie'" %nalysis" system esign" :b!ect esign and
Comparison of Methodologies.
47
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 11/35
esign Implementation9 esign Implementation" +rogramming Style" :b!ect iagram
Compiler >uture of :b!ect3:riented Technology. In addition" the course covers areas of
ob!ect storage and retrieval" distributed systems" business rules and ob!ects andintroduces architecture for supportable systems. Emphasi*ing productivity and /uality"
the course concludes 'ith pragmatic guidelines on ho' to incorporate testing and /uality
assurance into the development process of ob!ect3oriented systems.
CSE +,,5 Design and De6elopment of 3pen Multi'Tier Application
4.,, Credits
Concepts of Multi3Tier %pplications and Components Communication bet'een
Components +rotocols and Standards. 0evie' of UM<. Use of UM< for esign of Multi3Tier %pplication. esign and evelopment of Client" Middle3Tier and Server
Components. Use of Standard 0% +ac#ages for evelopment of Multi3Tier %pplication. Use of C:0%" C:M" Bisiro#er" and other technologies to develop an
63Tier application. Use of %:" MI%S to create multi3tier and 'eb server basedapplications.
CSE +,,7 Ad6anced Artificial 1ntelligence
4.,, Credits
Introduction %dvanced search techni/ues in %I" %dvanced plan generating systems
+robabilistic 0easoning" decision net'or#s Ma#ing comple$ decisions9 Se/uential
decision problems" partially observable Mar#ov decision problems (+:M+s) Multiple
agent theory9 Cooperation among multiple agents <earning from observations9 Inductivelearning" decision trees" ensemble learning Fno'ledge in learning9 Use of logic"
e$planation based learning" inductive logic programming Statistical learning9 Complete
data" hidden nodes (EM method)" instance based learning" neural net'or#s and neural belief net'or#s >u**y logic and &enetic algorithm.
CSE +,-- Data Mining
4.,, Credits
Introduction to data mining" data preparation" data mining primitives" language and
systems" architecture" decision tree and its variants" mining association rules in largedatabases classification and reduction" cluster analysis" mining comple$ types of data.
Classification approaches such as inductive inference of decision trees and neural
44
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 12/35
net'or# learning" clustering techni/ues" inductive logic programming multi3relational
data mining and time series mining. The emphasis 'ill be on algorithmic issues and data
mining from a data management and machine learning vie'point.
CSE +,-4 Computational 8inguistics
4.,, Credits
Introduction Syntactic processing9 &rammars and parsing" augmented grammars"
grammars for natural language" parsing" ambiguity resolution Semantic interpretation9
Semantics and logical form" lin#ing synta$ and semantics" scoping Conte$t and 'orld#no'ledge9 Fno'ledge representation and reasoning" local discourse conte$t and
reference" using 'orld #no'ledge" conversational agent.
CSE +,-2 Statistical Mac&ine Translation
4.,, Credits
Introduction9 Statistical versus structured natural language processing (6<+)" basicstatistics and statistical model" linguistics essentials" corpus3based 6<+ Models and
techni/ues9 Collocations" statistical Inference" 'ord sense disambiguation" le$ical
ac/uisition" Mar#ov models &rammar9 +art3of3speech tagging" probabilistic conte$t freegrammars" probabilistic parsing %pplications and techni/ues9 Statistical alignment"
clustering" information retrieval" te$t categori*ation.
CSE +,-5 Speec& Processing
4.,, Credits
Speech production models9 %coustic theory of speech production" discrete3time speech
model" lossless model of the vocal tract Speech perception" digital processing of speechsignals9 Short3term processing of speech" linear prediction analysis" spectral analysis
Speech coding9 <+C" M0%" enhancement" human auditory system" /uality assessment"
speech synthesis Spea#er recognition and verification systems.
CSE +,-7 Speec& Recognition
4.,, Credits
4,
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 13/35
Introduction Modeling human speech perception9 %uditory" neural and cognitive
processing" pattern matching" linguistic processing 0epresentations of speech signal9
and3pass filter energies" formants" <+C and %0M%" cepstrum and mel3cepstrum"auditory3model based representations" difference coefficients" comparison of parametric
representations 0ecognition modes and modalities9 Spea#er dependency" isolated and
continuous 'ords" vocabulary si*e" spea#ing environment" perple$ity" real3timeoperation Stochastic models" linguistic models" prosodic #no'ledge sources
Fno'ledge3based approaches9 Templates versus features" segmentation" labeling" fu**y
reasoning Stochastic approaches9 =idden Mar#ov Models (=MM)" training and testingalgorithms Connectionist approaches9 6eural net'or#s" learning algorithms
%pplications9 ictation systems" voice3based communications" system control" security
systems" spea#er verification.
CSE +,<- Pattern Recognition
4.,, Credits
:vervie' of pattern recognition and pattern recognition applications Structure of a pattern recognition system" patterns and features" feature e$traction" feature vector and
feature space" classifiers" decision regions and boundaries" discriminant functions
Comparison of statistical pattern recognition" syntactic pattern recognition and neural pattern recognition. Introduction to formal languages String languages for pattern
description =igher dimensional pattern grammars Synta$ analysis as a recognition
procedure Stochastic languages Error3correcting9 +arsing for string languages error3correcting Tree automata Cluster analysis for syntactic patterns &rammatical inference
for syntactic pattern recognition.
CSE +,<4 Mac&ine 8earning
4.,, Credits
Introduction" Supervised and Unsupervised learning in propositional logic" Induction of
decision trees" 6oise and over3fitting issues" Minimum description length principle"Conceptual clustering" Bersion space" 6earest neighbor classifier" &enetic algorithm"
Computational learning theory.
<earning in first order logic" Top3do'n and ottom3up approaches for inducing firstorder theory" =andling noise" >irst order theory revision" +redicate invention" %pplication
of Inductive <ogic +rogramming" Multiple predicate learning" ifferent types of
language bias" +%C <earnability" #no'ledge discovery in database and data mining" Te$tand image retrieval.
CSE +,<2 *eural *et!or" and 9u==$ 8ogic S$stems
41
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 14/35
4.,, Credits
>undamentals of 6eural 6et'or#s" ac# propagation and related training algorithms
=ebbian learning Cohen3&rossberg learning The %M and =opfield memory
simulated %nnealing ifferent types of neural net'or#s Counter propagation" probabilistic" radial basic function" generali*ed regression etc. %daptive 0esonance
theory ynamic systems and neural control The olt*man machine Self organi*ing
maps spatiotemporal pattern classification" The 6eo3cognition" practical aspects of neural net'or#s.
Introduction" crisp sets to fu**y sets :perations on fu**y sets" fu**y arithmetic" fu**y
relations and fu**y relation e/uations >u**y logic" fu**y propositions and /uantifiers"linguistic hedges" implications %pplications9 E$pert systems" fu**y controllers" pattern
recognition and information retrieval systems" engineering applications" medical
applications.
CSE +,<5 1mage Processing
4.,, Credits
This course covers the advanced research topics of image processing 'hich includeimage data ac/uisition and digiti*ation" description" enhancement" segmentation" image
transforms" filtering" restoration" coding" enhancement" e$traction" clustering and
classification schemes" retrieval and evaluation. Students are encouraged to collect andevaluate recently published articles in the above mentioned topics.
CSE +,<7 Computer rap&ics and Animation
4.,, Credits
Introduction to computer graphics Bie'ing model Transformations9 0otation"
translation" and scaling 0endering techni/ues9 Scan conversion" clipping" filling
polygon =idden line and hidden surface removal color models" illumination andshading" te$ture mapping %nimation techni/ues9 Mesh based system" s#eletal animation
system %nimation models" fractals. This course covers 1 vie'ing transformations
ob!ect hierarchy and 1 graphics standards (&<" +=I&S and others) parametric curves"surfaces" and solid modeling visible surface determination te$ture mapping and
imaging ray tracing and radioicity advanced animation techni/ues. :ptional topics9
virtual reality issues and B0M< advanced raster algorithms and modeling techni/ues.
CSE +,4- 1nteracti6e Multi'Media Design and De6elopment
4A
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 15/35
4.,, Credits
Introduction to multimedia" image" sound" video formats and their different properties"compression" playing and recording techni/ues" conversions bet'een different formats
and their combinations Multimedia authoring" introduction to 'eb and =TM<" basic
=TM< tags design principles ra'ing9 asic image properties" image manipulation"layers" colors" te$t" te$ture" brightness" contrast" filters and effects %pplication
development using multimedia tools.
CSE +,44 Distri0uted S$stems
4.,, Credits
Models of distributed systems9 topology" synchrony" failure" and buffering. >undamentalconcepts9 states and events" global consistency" potential3causal ordering" logical cloc#s"
vector cloc#s" the ><+ impossibility theorem" 6aming service istributed consensus9atomic commitment" cloc# synchroni*ation" replication management" 'ait3free
algorithms 6et'or# algorithms9 termination detection" deadloc# detection" globalsnapshots and stableunstable predicate detection =igh3level specification of distributed
applications Communication model9 Soc#et" 0emote +rocedure Call" 0emote ob!ect
invocation" message oriented communication istributed ob!ect based system9 C:0%"distributed C:M istributed file system" replication" distributed transactions Security
management" recovery.
CSE +,42 Client Ser6er Tec&nologies
4.,, Credits
:ffers speciali*ed courses in the areas of clientserver computing" distributed computingand net'or# computing. Students develop clientserver based systems or distributed
applications using state3of3the3art tools and technology. Topics include architecture"
modeling and structural issues" inter3process communications" performance" reliability"scalability" consistency and security in a distributed system. >unctional re/uirements"
design methodologies and implementation details of clientserver based systems or
distributed systems are also discussed. Students obtain 'or#ing #no'ledge of TC+I+"
Uni$" @indo's 6T" SU6 0+C" D @indo' Systems" C:0%" 0MS" Bisual asic":racle" Gava" S?< Server" etc. Introduction" components of client server architecture"
middle'are" soc#et" 0emote +rocedure Call (0+C)" istributed Computing Environment
(CE)" Common :b!ect 0e/uest ro#er %rchitecture (C:0%)" Gava 0emote MethodInvocation (0MI)" Enterprise Gava eans (EG)" distributed data management" client3
server application development.
4-
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 16/35
CSE +,45 Electronic Commerce
4.,, Credits
=istory" business models Ecommerce channels9 +ortals" auctions" communities"
mar#etplace Managing the mar#etplace9 emographics and advertising Customer relationship management" 'eb services for , and ,C ecommerce" electronic payment
systems 6et'or# security" cryptography" digital certificates Mar#up for ecommerce9
ebDM<" M3commerce" 'ireless and U3commerce" digital money and electronic ban#ingEthical" legal" and regulatory environment9 Intellectual property" copyright" trademar#"
patents.
CSE +,47 )e0 Programming
4.,, Credits
@eb architecture and =TT+9 =istory and architecture of the @orld @ide @eb" overvie'of the =yper Te$t Transfer +rotocol" other related protocols =yper Te$t Mar#up
<anguage9 The concept of mar#up" overvie' of =TM< ( table" form" frame" 'indo'" lin#
etc.) Client side scripting9 Bariables" data types" control structure" functions" ocument:b!ect Model (:M)" event handlers" properties" methods" coo#ies Server side
scripting9 Concepts" variables" data types" control structure" functions" ob!ects atabase9
Content generation" data e$change 0egular e$pressions" mails" coo#ies" sessions.
CSE +,>- Parallel Algorit&ms
4.,, Credits
Introduction" parallel processing" parallel models" performance of parallel algorithms"'or#3time presentation frame'or# asic techni/ues9 +ointer !umping" balanced trees"
divide and con/uer" pipelining" partitioning" symmetry brea#ing <ist ran#ing" Euler tour
techni/ue" tree contraction +arallel searching" merging and sorting Connectedcomponents Minimum spanning trees i3connected components Simulation bet'een
+0%M models9 E0E@" C0E@ and C0C@.
CSE +,>4 rap& T&eor$
4.,, Credits
Introduction" fundamental concepts Trees9 Spanning trees in graphs istance in graphs"Eulerian graphs" digraphs" matching and factors" cuts and connectivity" net'or# flo'
42
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 17/35
problems" graph coloring9 Berte$ coloring and edge coloring" line graphs" planar graphs"
perfect graphs. This course covers +rimal graphs and other graph covering problems" The
%ppel3=a#en proof of the four colour theorem. The perfect graph theorems andcon!ectures. Matching theory and or the reconstruction con!ecture revisited. %lgebraic
graph theory including distance regular and distance transitive graphs.
CSE +,>2 Em0edded S$stems Design
4.,, Credits
Concepts" classifications Characteristics 0e/uirements Embedded microcontroller cores Embedded memories Technological aspects Interfacing bet'een analog and
digital bloc#s Signal conditioning" digital signal processing" sub3system interfacing
Interfacing 'ith e$ternal systems" user interfacing esign trade offs" thermalconsiderations.
CSE +,>5 Ad6anced Em0edded S$stem Design
4.,, credits
=ard'are design for embedded systems Soft'are development for embedded systems
6et'or# based embedded systems Sensors and Transducers for embedded systems Case
study on advanced embedded system Co3design using >+&%s Multiprocessor systemsCase study on multiprocessor system Introduction to digital control Its embedded
systems Case study on digital control in embedded systems.
CSE +,>7 Real Time Computing for Em0edded S$stems
4.,, credits
efinition of real3time" temporal and event determinism" design principles and practice%rchitecture revie' and interfacing" interrupts" traps and events" response times and
latency" real3time cloc#s :perating systems9 Structure of an 0T:S" nucleus" servers"
schedulers and dispatchers Synchroni*ation and communication9 priority and distribution
/ueues" system Modeling" static scheduling" priority drive scheduling 0eal3timecommunication" device drivers" operating systems <anguages in real3time" concurrency
issues" 0eal3time programming.
CSE +,2- Teletraffic T&eor$ and Engineering
4;
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 18/35
4.,, credits
Modeling9 Traffic sources" resources" structure" operational modes and traffic" unit of traffic (Erlang)" ?uality of Service (?oS) 0andom variables9 istribution" moments"
generating and <aplace3 Stielt!es transforms Stochastic processes9 +oisson process" Mar#
ovian porcesses" rene'al processes Mar#ovian service models9 <oss" delay and delay3loss models" state distribution" delay distribution" product3form /ueuing net'or#s"
overflo' systems" discrete time analysis 6on3Mar#ovian service systems9 +hase
methods and mean value analysis" embedded Mar#ov chain" <indleys integral method"fluid flo' method System simulation 0andom number and random variable generation"
event3by3event simulation method" sampling theory" simulation program organi*ation"
use of &S+6 and other simulation tools.
CSE +,24 Radio 9requenc$ Tec&nolog$
4.,, credits
%ntennas9 <aunching of 'aves" transmission" definition of antennas" reciprocity" 'ave propagation" principal of e/uivalent sources9 electric and magnetic surface current"
uni/ueness principle" =uygens principle" =ert*ian vector" image theory %perture
antennas9 0ectangular apertures" horn antenna" corrugated horn" circular aperture"reflector and lens antennas <inear antennas9 >ield calculation" current distribution" linear
dipoles and monopoles" design and feeding of dipole antennas" electrically short
antennas" elementary dipole" receiving antennas3group antennas9 irectivity" group factor" phased arrays" parasitic antennas Electronic noise9 Characteristics of noise voltages and
currents" calculations 'ith noise9 >ourier analysis" correlation" superposition of noise
/uantities" transmission through linear net'or#s" noise of ,3port net'or#s9 noise factor and temperature" noise matching" concatenation of noisy ,3port3net'or#s 0>amplification9 ,3terminal amplifiers" ,3port amplifiers9 design 'ith scattering parameters"
selection of the point of operation" stability" unilateral design" 'ide3band amplifiers.
CSE +,22 Digital Communications
4.,, credits
Characteristics of electrical and optical" fi$ed and mobile channels" storage channelsigital modulation schemes" igital transmission9 Mapping" impulse Shaping" receiver
design" inter3symbol interference" eye diagram" noise" symbol error probability for
multilevel transmission" partial response techni/ue E/uivalent base band channelE/uali*er" adaptive e/uali*er System design 'ith !oint Sy?uest and matched filter
condition :rthogonal signals" correlation receiver and e/uivalent matched filter receiver
:ptimum detection9 ayes Ma$imum <i#elihood (M<) and Ma$imum % posteriori+robability (M%+) detection" M< symbol by symbol and se/uence detection soft and
45
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 19/35
hard decision" Biterbi algorithm" Biterbi3e/uali*er Soft input decoding of convolution
codes +rinciples of Code ivision Multiple$ and %ccess (CM%)" near3far problem"
multi3user interference" synchronous orthogonal receiver Time varying multipathchannels for mobile communication" time and oppler3variant transfer function"
statistical channel description" scattering function" %@&6 channel 'ith 0aleigh3fading"
error +robability +rinciples of Turbo Coding.
CSE +,25 )ireless Communication
4.,, Credits
Introduction and =istory of @ireless Systems" Cellular Systems" @ireless <%6s" Satellite
Systems" +aging Systems 0adio +ropagation9 free space propagation" propagation
mechanisms" lin# budget design using path loss model" outdoor propagation models"
indoor propagation models Introduction to Small3Scale >ading" Impulse response model
of multipath channel" parameters of multipath channel" type of small scale fading"0ayleigh and 0icean and istribution Media %ccess Control9 >M%" TM%" and
CM%" %loha" CSM%" M%C%
&SM overvie'9 Standards" Services and structure" &SM air interface physical layer9
physical channels" logical channels" frame structures" modulation" coding andinterleaving" &SM signaling9 ata lin# layer" radio resource management" mobility
management" =andover" location update and roaming in &SM Short message service
(SMS)" circuit s'itched data" &eneral +ac#et 0adio Service (&+0S)" Enhanced &+0S(E&+0S) CM% igital Cellular System (IS38-)9 >or'ard CM% Channel" 0everse
CM% Channel
Satellite mobile communications9 =istory" <ocali*ation" =andover" 0outing roadcastSystem9 Unidirectional distribution systems" %3architecture" B3container
@CM% in 1rd generation system" ifference bet'een @CM% and ,& air interface" 1 rd
generation standards.
CSE +,27 Multimedia Communication
4.,, credits
Some basics on television systems" multidimensional signals and >ourier transform"
multidimensional (space3time) sampling" interlaced and non3interlaced scanning9
Information theory9 conditional and !oint entropy and redundancy" source codingtheorem" statistical source models" mutual information rate distortion theory9 +redictive
coding9 linear prediction" /uanti*ation" optimum predictor iscrete t'o3dimensional
transforms9 >T" CT". @avelet and =adamard transforms Transform Coding 'ith
48
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 20/35
motion estimation" principles of M+E& coding Modern audiovisual terminals and
communication systems.
CSE +,+- Ad6anced 3ptical Communication
4.,, credits
Introduction to optical communication9 Communication system" basic opticalcommunication" evolution of optical communication" advantages and disadvantages of
optical communication :ptical fiber 'aveguides9 construction" classification of fibers"
modes of light propagation" transmission characteristics :ptical sources9 <ight emittingdiodes(<E)" semiconductor laser diodes" optical detectors9 p3n photodiode" p3i3n
photodiode" and avalanche photodiodes (%+s) >iber connection >iber !oints and fiber
couplers" 'avelength MUD and eMUD" optical add3drop MUD :ptical amplifiers9optoelectronic amplifiers" fiber amplifiers" 0aman and rillouin amplifiers :ptical
modulation and detection schemes" direct and coherent detection receivers9Configuration" operation" noise sources" sensitivity and loss calculation" and performance
curves igital and analog receivers >iber nonlinearities Ferr effects3S+M" D+M" and>@M Scattering effects3S0S and SS Transmission lin# analysis9 point3to3point and
point3to3multi point lin#s" system configuration" lin# po'er budget" line3coding schemes"
:ptical multiple$ing schemes9 @M" :>M" :TM and :CM% :ptical net'or#s.
CSE +,+4 Mo0ile S$stems
4.,, Credits
Introduction to 'ireless communication systems9 Evolution of 'ireless communication
services" mobile communication services" definitions" communication channel"
classification of mobile communication systems" mar#et aspects" important standards
Multiple access techni/ues" source and channel encoding" &MSF standards @ave propagation9 asics" planar 'aves" basic propagation phenomena" launching of 'aves
%ntennas9 ipoles" linear antennas" mobile radio antennas 0adio channel9 >ree space
propagation bet'een t'o antennas" relation bet'een po'er" path loss and field strength"ground reflection (t'o ray model) Multipath propagation9 Time3invariant multipath
channel" time3variant multipath channel" fading" characteri*ation of multipath radio
channels Measurement and monitoring9 Measurement of path loss" measurement of
channel impulse response" determination of locations Cellular net'or#s9 efinitions"cellular concept" fre/uency allocation" traffic planning" reuse of resources" capacity of
cellular net'or#s" interference bet'een cells or 'ithin cells" roaming" handover" po'er control +lanning of mobile communication net'or#s9 asics for the planning of mobile
communication net'or#s" radio lin# budgets" propagation models for typical
environments" traffic and trun#ing models.
,7
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 21/35
CSE +,+2 Ad6anced Mo0ile Communication
4.,, Credits
Challenges of mobile and 'ireless net'or#ing @ireless <%69 infrastructure net'or#s"IEEE 57,.449 +hysical layer" framing" multiple access techni/ues9 @ireless +%69 lue
Tooth" IEEE 57,. 4-9 roadband 'ireless9 @ireless %TM" 57,. 42. <ocal Multipoint
istribution Service (<MS)" Multi channel multipoint istribution System (MMS)"ata :ver Cable System Interface Specification (:CSISH) 6et'or# +rotocols9
Motivation" mobile I+" cellular I+" Mobile %d =oe 6et'or#ing (M%6ET)" MI+v2
Mobile transport layer9 Motivation" TC+3mechanisms" classical approaches" indirect TC+"snooping TC+" mobile TC+" optimi*ations9 >ast retransmitrecovery" transmission
free*ing" selective retransmission" transaction oriented TC+" TC+ for ,.-&1& 'ireless9
support for mobility9 >ile systems" databases" @@@ and mobility " @ireless %pplication+rotocol (@%+)" i3mode.
CSE +,+5 Ad6anced *et!or" Ser6ices and Management
4.,, Credits
%pplication specific protocols9 omain 6ame Services" Electronics mail" @orld @ide
@eb and @eb caching" 6et'or# Management (S6M+)" Error 0eporting Mechanism
(ICM+)" Soc#et Interfaces" >ile Transfer and 0emote >ile %ccess" Multimediaapplication9 0T+" Session Control 6et'or# security9 Cryptographic algorithm" security
mechanism" authentication protocol" fire'all.
CSE +,+7 Digital Signal Processing
4.,, Credits
Introduction to digital signal processing" discrete3time signals and systems" analog todigital conversion" impulse response" finite impulse response (>I0) and infinite impulse
response (II0) of discrete3time systems" difference e/uation" convolution" transient and
state response >ourier transform (>T)" fast transform (>>T)" 3transformation and
inverse 3transform Correlation9 circular convolution" auto3correlation and crosscorrelation %daptive signal processing9 %pplication" e/uali*ation" interference
suppression" noise cancellation Barious techni/ues of >I0 and II0 filter design"reali*ation of >I0 and II0 filters" finite precision effects Multirate S+9 Interpolation
and decimation" poly3phase representation and multistage implementation @avelets9
Short time >ourier transform" 'avelet transform" discrete time orthogonal 'avelets and
continuous time 'avelet basis.
,4
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 22/35
CSE +,5- Ad6anced ?8S1 Design
4.,, credits
B<SI technology9 terminologies and trends M:S transistor characteristics ande/uations 6M:S and CM:S inverters9 C and transient characteristics +ass transistors
and pass gates CM:S layout and design rules" comple$ CM:S gates 0esistance and
capacitance estimation and modeling Signal propagation delay" noise margin and po'er consumption CM:S building bloc#s9 adders" counters" barrel shifters and multipliers
ata path" memory structures" +<%s and >+&%S CM:S structured design strategy"
automated synthesis" placement" routing" circuit e$traction" simulation and testing+ractical chip design e$amples.
CSE +,54 Communication T&eor$
4.,, credits
Basic Pro0a0ilit$: Barious definitions of probability" a$ioms of probability" basic properties derived from the a$ioms" conditional probability" total probability" ayes rule"
Independence of events" combined e$periments and independence" binary communication
channel decoding.
Random 6aria0les: efinition" cumulative distribution function (cdf)" continuous"
discrete and mi$ed random variables" probability density function (pdf)" e$amples of random variables" physical interpretation of pdfs (histograms)" multiple random
variables" !oint distribution 3 definition and properties" !oint density 3 definition and
properties" marginal distribution and density" conditional distribution and density"independence of random variables" e$pectations" moments" central moments" properties
of e$pectation operator" mean" variance" Mar#ov ine/uality" Chebyshev ine/uality"
Chernoff bound" effect of linear transformations on mean and variance" autocorrelation"
cross3correlation" covariance" Cauchy3Sch'art* ine/uality" conditional e$pectation"characteristic function" cental limit theorem" transformations of single and multiple
random variables" random vectors" properties of &aussian random vectors.
Random processes: efinition" stationarity" mean" correlation and covariance" 'ide3
sense stationary random processes" e$amples of random processes" cross3correlation
functions" !oint 'ide3sense stationarity" time averages and ergodicity" measuremen of
mean and autocorrelation function" transmission of random process through a linear filter 3 relationship bet'een input and output processes" po'er spectral density (+S) 3
definition and proporties" e$amples" relationship bet'een input and output process +S
for a linear filter" periodograms" cross spectral densities" &aussian process 3 properties"'hite noise" noise e/uivalent band'idth" narro'band noise" bandpass processes 3
representation"sampling.
3t&er topics #some of t&ese !ill 0e co6ered depending on time a6aila0le(:
,,
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 23/35
Cyclostationary random processes" +%M signals" aseband shaping (raised cosine)"
optimum transmitting and receiving filters for noise immunity" matched filtering"
sampling and e$pansion of random processes.
CSE +,52 Satellite Communication
4.,, credits
Introduction" asic Elements" Barious Uses of Satellite Communications9 Traditional
Telecommunications" Cellular " Television Signals9 C3and" igital Marine
Communications" Space ourne <and Mobile" Satellite Messaging for Commercial Gets"&lobal +ositioning Services" Technological :vervie'9 Error Correction3>or'ard3error3
correction" %utomatic3repeat3re/uest" =ybrid 6et'or#s" %TM over Satellite " S%TI6"
BS%T 6et'or#s" :rbits9 &E:" <E:" Constellations9 &lobal Boice Communications"&lobal roadband 6et'or#s
CSE +,55 Mo0ile Communication
4.,, credits
=istoric perspective and overvie' of mobile communications9 the evolution path 4&3,&3
1& and future trends" high level architecture of a mobile (celluler) system" protocol stac#"overvie' of the :SI3IS: model and TC+I+" identification of some design problems at
different protocol stac# layers @ireless channel modeling9 pathloss" shado'ing and
small scale fading" aseband e/uivalent comple$ channel model" the 'ide sensestationary uncorrelated scattering fading model" channel model and system design issues(slo'fast and fre/uency flatselective fading) @ireless communications(single lin#
perspective)9 structure of a digital radio transceiver" e$amples of digital modulation
schemes and their performances" limits of reliable communications" space" time" multi3 path and fre/uency diversity" modulation schemes @ireless communications(single cell
net'or# perspective)9 uplin#" do'nlin# and duple$ing" >M%" TM%" CM%" CSM%"
%<:=%" multi3user diversity @ireless communications(multi cell net'or# perspective)9co3channel interference and cellular system design" overvie' of e$isting 'irelessmobile
system standards T and time permitting.
CSE +,57 3ptical Communication
4.,, credits
:ptical fibre9 modes of propagation" transmission characteristics" 'aveguide analysis.
:ptical sources9 light emitting diode (<E) and semiconductor laser diode (S<)
operational principles" characteristic curves optical transmitter design using <ES<.:ptical amplifiers9 laser and fibre amplifier-s. +hoto detectors9 +3i36 and avalanche
,1
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 24/35
photo detectors (%+s)" noise sources. :ptional modulation and detection schemes.
irect and coherent detection receivers9 configuration" operation" noise sources"
sensitivity calculation" performance curves. esign of analog and digital receivers.
Transmission lin# analysis9 point3to point and point3to multi3point lin#s" system
configuration" lin# po'er budget" rise time budget" line coding schemes" transmissionsystem limitations" design of fibre3optic systems. :ptical data buses" optical net'or#s"
fibre distributed data interface (>I) and synchronous optical net'or# (S:6ET).
:ptional fre/uency division multiple$ing (:>M) and 'avelength division multiple$ing(@M) transmission systems.
CSE +,- Telecommunication Engineering
4.,, credits
Telephone transmission" net'or#s" ITU recommendations. Communication lin#s9 coa$ial"line3of3sight (<:S) lin#s" tropospheric scatter" millimeter 'ave lin#s fibre optic lin#s"
=>" B=> and U=> radio systems. <ocal %rea 6et'or# (<%6) fibre distributed datainterface (>I)" M%6" @%6" frame relay" narro' band IS6 (6IS6)" s'itched
multi3megabit data services (SMS)" broadband (IS6). Mobile cellular
communication systems9 >M%" TM%" CM%" satellite communication systems.
CSE +,4 Ad6anced Digital Communication
4.,, credits
+%M" binary +%M formats" line coding" bandlimited digital +%M systems" 6y/uist pulse
shaping" e/uali*ation" synchroni*ation techni/ues" bit and frame synchroni*ation. Coded
pulse modulation" voice digiti*ation rate (B0) of +CM" +CM" M" %M" CBS" log
+CM" their performance comparison" B0 reduction by speech coding" B:C:E0S"noise performance of +CM and M" igital multiple$es. %T J T and CCITT hierarchies"
/uasi3synchronous multiple$es. C@ modulation" +SF" +SF" E+SF" ?+SF" Mary
+SF" ?%SF" >SF" oubinary encoding" ?+0 coherent and non3coherent systems" error probabilities in +SF" +SF" >SF" ?+SF" 42 ?%M" MSF" ?+0 and bit. correlation and
optimum filters and symbol error rate. Spectrum techni/ues9 S" CM%" >=" +6
se/uence" +o'er re/uirement" +63 se/uence code" and @alshs code. J Balue added
communication system simulation J %nalysis using M%T<% J Simulin# %pplicationusing communication toolbo$es.
CSE +,2 Pro/ect Management
4.,, credits
,A
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 25/35
Explore s/w project management activities from product concept through development
based upon best practices. Covered topics include software systems engineering process
management and control, and project planning and management. After successful
completion of the course, the student will understand how standard engineering practices
applied to software products including life cycle development processes. The student will
learn to manage software as a distinct project, use specifications and descriptions, makeuse of structured and object-oriented techniques, complete reviews and audits, confirm
product development with planned verification, and validation and testing.
CSE +,5 Ad6anced 30/ect 3riented Programming
4.,, credits
C@ and .*ET
C# is a strongly-typed object-oriented language designed to give the optimum blend of simplicity, expressiveness, and performance. The .NET platform is centered around a
Common Language Runtime (similar to a JVM) and a set of libraries which can be
exploited by a wide variety of languages which are able to work together by all compiling
to an intermediate language (IL). C# and .NET are a little symbiotic: some features of C#
are there to work well with .NET, and some features of .NET are there to work well with
C# (though .NET aims to work well with many languages). This course is mostly
concerned with C#, but sometimes it is useful to discuss .NET too. The C# language was
built with the hindsight of many languages, but most notably Java and C++.
CSE +,7 Ad6anced Computer Communications and *et!or"s
4.,, credits
irect lin# net'or#s9 encoding" framing" error detection" flo' control" e$ample net'or#s
+ac#et s'itching and for'arding9 bridges" s'itches Internet'or#ing9 Internet +rotocol"routing" addressing" I+v2 End3to3end protocols9 U+" TC+ 6et'or# Management9
issues" architecture" management information base (MI)" S6M+" TM6 and CMI+
6et'or# security concepts %pplication3level protocols. @ireless net'or#s9communication overvie'" M%C concepts and protocols" 'ireless mobility" mesh and
vehicular net'or#s" sensor net'or#s.
CSE +,7- Cr$ptograp&$
4.,, credits
,-
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 26/35
Classical Cryptography9 Introduction to simple cryptosystems" Cryptanalysis Shannons
Theory9 +erfect secrecy" Entropy" +roduct cryptosystems ata Encryption Standard9
escription of ES" ifferential cryptanalysis 0S% System and >actoring9 +ublic3#eycryptography" 0S% cryptosystem" %ttac#s on 0S%" >actroing algorithms :ther +ublic3
#ey cryptosystems9 El&amal cryptosystem and discrete logs" Mer#le3=ellman Fnapsac#
System Signature Schemes9 El&amal signature schemes" igital signature standard" >ail3stop signatures =ash >unctions9 Signatures and =ash functions" Collision3free =ash
functions" irthday attac# Fey istribution and Fey %greement9 Fey predistribution"
Ferboros" iffie3=ellman #ey e$change Identification Schemes9 Schnorr identificationscheme" :#amoto identification schemes %uthentication Codes9 Computing deception
probabilities" Combinatorial bounds" Entropy bounds Secret Sharing Schemes9 Shamir
threshold scheme" %ccess structure and general secret sharing +seudo3random 6umber
&eneration9 Indistinguishable probability distribution" probabilistic encryption ero3#no'ledge proofs9 Interactive proof systems" computational ero3#no'ledge proofs.
CSE +,74 Researc& Met&odologies and Tec&nical )riting
4.,, credits
Introduction to research methodology9 the nature of CS research" <iterature searches"information gathering" 0eading and understanding research papers Technical 'riting9
0eferencing" ibliographies +resentation s#ills9 @ritten and :ral ?uantitative
methodology9 %pplication of statistical conceptsprocedures &raphs" numerical
summaries 6ormal distribution" Correlationregression analyses" +robability" Statisticalinferences ifferent testing methods9 =ypothesis tests" Chi3s/uare tests" etc. ?ualitative
methodology9 Introduction" Ethnography" Sociolinguistics" Symbolic interaction"
Emphasi*es observation Technical @riting9 &uidelines for effective technical 'riting"+rinciples of technical 'riting" @riting 'ith greater clarity and precision" Strategies to
detect 'ea# areas and improve documents" :rgani*ing material by purpose and audience"
Tips and techni/ues to start 'riting" Improving the appearance of technical documents"+lagiarism chec#ing.
CSE +,72 )e0 Engineering
4.,, credits
Introduction9 Comple$ity of @eb %pplication" @eb Crisis" @eb Engineering vs Soft'are
Engineering" @eb Engineering %ctivities @eb Engineering9 efinition" 6ecessities of @eb Engineering" Evaluation of @eb %pplications" +ractice and 0esearch Issues in
eveloping9 Methodologies" Testing" Metrics and ?uality" Maintenance" Constructing
simulation based 'eb documents" @eb Engineering in +ractice9 @eb applicationdevelopment" @eb development team demographics" @eb Engineering +rocesses"
Characteristics of @eb evelopment +ro!ects @eb Engineering 0evisited9 @eb
%rchitecture" Service :riented %rchitecture(S:%)" <oose Coupling @eb Engineering
,2
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 27/35
,.79 Engineering for Evolution" @eb Evolution istributed @eb Service iscovery
%rchitecture9 @eb Service efinition <anguage (@S<)" Universal escription"
iscovery and Integration" @C> and Simple :b!ect %ccess +rotocol (S:%+).
CSE +--7 Mo0ile Computing
4.,, credits
Introduction9 history of 'ireless communication" future trends" mar#et and businessimpact Mobile I+ and @ireless %ccess +rotocols IEEE 57,.4-9 0adio" base band" lin#
control" adaptation >undamental limits of 'ireless transmission9 'ireless channel and
system models" fading and diversity" resource management and po'er control Multiple3antenna and MIM: systems &SM9 services" architecture" protocols" handover" security
UMTS @ireless <%69 57,.44" =iper<%6" luetooth Mobile I+9 agent discovery"
registration" optimi*ations" tunneling and encapsulation" I+ micro mobility support TC+improvements9 snooping" TC+ over ,.-1& 'ireless net'or#s" Support of mobility9
'ireless datagram" @M< Script" push3pull services" @%+ ,.7 Mobile architectures andoperating systems9K
CSE +-<- Ad'&oc and Sensor *et!or"s
4.,, credits
Introduction to %d3hoc 6et'or#s9 %pplications and motivations roadcasting protocols9
%lgorithmic aspect" :ptimi*ation techni/ues" +o'er3efficient broadcasting 0outing protocols9 SB" %:B" S0" load balancing" multi3path routing Medium access
control protocols9 0eservation3based M%C protocols" luetooth technology" IEEE
57,.44 Channel propagation models Topology control protocols +o'er a'are protocoldesign Cross layer design principles Mobility a'areness >airness and security issues9
%ttac#s and preventions. Introduction to Sensor 6et'or#s9 %pplications <ocali*ation
and trac#ing9 Trac#ing multiple ob!ects Medium %ccess Control9 S3M%C" IEEE
57,.4-.A and igee %ttribute3ased 0outing9 irected diffusion" 0umor routing"&eographic hash tables Infrastructure establishment9 Topology control" Clustering
Sensor tas#ing and control9 Tas#3driven sensing" Information3based sensor tas#ing
Sensor net'or# databases9 Challenges" ?uerying the physical environment" In3net'or#
aggregation.
CSE +-<4 )ireless Resource Management
4.,, credits
,;
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 28/35
0esource management architecture9 evolution and components of ?oS and cross3layer
architecture for band'idth management tri3band and smart antenna handoff
management mobility prediction resource management and connection admissioncontrol band'idth allocation and scheduling9 real3time guaranteed and fair real3time
scheduling inter3domain radio resource management high performance broadband
architecture 'ireless truthful computing resource allocation of spatio3temporal divisionmultiple access control resource management schemes for connectivity9 +iconet and
scatternet energy efficient M%C layer protocols for 'ireless ad3hoc net'or#s routing
and resource discovery for 'ireless ad3hoc net'or#s9 ?oS based routing" topologymanagement" efficient resource discovery" hybrid routing protocols" and locali*ation
energy efficient broadcasting and multicasting algorithms po'er3conserving
broadcasting and multicasting algorithms scopes of increasing 'ireless resources"
research and future developments.
CSE +-<2 1nternet Arc&itecture and Protocols
4.,, credits
Internet architecture9 protocol layering" benefits of layered architectures" TC+I+ vs. :SI
Internet %ddressing9 Internet address concept" classes of I+ addresses" subnet" %0+" 6STransport +rotocols9 TC+" U+ and SCT+ Multi3streaming and multi3homing 6et'or#
and 0outing9 bridges" routers" s'itches" I+" 0I+" :S+>" &+3A %pplication <evel
+rotocols9 SMT+" >T+" =TT+" S6M+ Security and >ire'alls9 assessing the ris#"fire'alls" pro$ies" data encryption ?oS architectures9 iff3Serv" 0SB+" M+<S" 0T+
Multicast elivery9 I&M+" +IM" M:6E.
CSE +-<5 *et!or"s Securit$
4.,, credits
Introduction9 :SI security architecture" security attac#s" security services Security protocol properties9 authentication" secrecy" integrity" availability" non3repudiation"
atomicity" certified delivery ifferent cryptographic protocols9 authentication protocols"
#ey distributions protocols" e3commerce security protocols Fey distribution and user
authentication9 Ferberos" D.-78 Transport <ayer Security9 SS<" T<S" =TT+S" SS= I+
layer security9 I+sec" %=" ES+" IFE @ireless net'or# security9 IEEE 57,.44i" @%+Intrusion etection System (IS)9 host3based IS" net'or# based IS" misuse detection
methods" anomaly detection Malicious Soft'are9 viruses" 'orms" oS.
CSE +-4- Computational 1ntelligence
,5
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 29/35
4.,, credits
The basic concepts Stochastic local search Meta3heuristic algorithms 6ature inspiredalgorithms Multi3ob!ective optimi*ation 0einforcement learning Single3<ayer and
Multi3<ayer >eed for'ard 6eural 6et'or#s >eedbac# 6eural 6et'or#s %ssociative
Memories <earning Bector ?uanti*er (<B?) Self3:rgani*ing >eature Maps 0adialasis >unction 6eural 6et'or#s Support Bector Machines >u**y Sets and >u**y <ogic
>u**y 6eural 6et'or#s >u**y %0TM%+ >eature Selection The +o'er and
Computational Comple$ity of Computational Intelligence Models.
CSE +-42 Semantic )e0 T&eor$ and Applications
4.,, credits
Introduction" Semantic @eb 0oadmap" Semantic ocuments9 DM< and its impact" 0>"
:@<" :@< < and 0> 0ules and rest of the alphabet soup <ight'eight Semantics9Microformats" +:S=" @eb services Semantic :rgani*ation9 Ta$onomies" :ntologies and
0ules 'ith >3<ogic >3<ogic vs. 0> and >3<ogic Semantics 0elations bet'eenSemantic @eb <anguages User3driven Semantics9 Tags" Semantic Collaboration9 Social
Soft'are" Semantic iscovery9 Information 0etrieval and %gents" Semantic
Bisuali*ation" Semantic es#top" Semantic @eb Bocabularies and %pplications.
CSE +->- Computational eometr$
4.,, credits
Searching and &eometric ata Structures9 alanced binary search trees" +riority3search
trees" 0ange searching" Interval trees" Segment trees %lgorithms and comple$ity of
fundamental geometric ob!ects9 +olygon triangulation and art gallery theorem" +olygon partitioning" Conve$3hulls in ,3dimension and 13dimension" ynamic conve$3hulls
&eometric intersection9 <ine segment intersection and the plane3s'eep algorithm"
Intersection of polygons +ro$imity9 Boronoi diagrams" elunay triangulations" Closest
and furthest pair Bisuali*ation9 =idden surface removal and binary space partition (S+)trees &raph ra'ings9 ra'ings of rooted trees (<ayering" 0adial dra'ings" =B3
ra'ings" 0ecursive 'inding)" ra'ings of planar graphs (Straight3line dra'ings"
:rthogonal dra'ings" Bisibility dra'ings) Survey of recent developments in
computational geometry.
CSE +-,2 Healt& 1nformatics and Telemedicine
4.,, credits
,8
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 30/35
=istorical" technological and theoretical frame'or# for health informatics E$ploration of
critical issues and challenges +otential applications" benefits" and opportunities using
information technology evelopment of virtual and interactive healthcareInteroperability" standardi*ation" safety" and ris#s associated 'ith the implementation of
the electronic health record +rofessional roles and responsibilities related to managing
health information technology. Telemedicine applications9 home health care" remote patient monitoring" disease management" nursing home" assisted living facilities" and
maritime and aviation applications %dvanced Telemedicine technology9 'ireless
connectivity and mobile devices for managing patient care" electronic records" andmedical billing Clinical telemedicine practice" technical advances" medical connectivity"
enabling technologies" education" health policy and regulation and biomedical and health
services research dealing 'ith clinical effectiveness" efficacy and safety of telemedicine.
CSE +-5- 1mage Processing and its Applications
4.,, credits
>undamentals of igital Image +rocessing Image enhancement9 &ray scale moods and
histogram mod" iscrete transforms" >ourier transform" iscrete cosine transform"
@alsh3=adamard transform" =aar" +CT" filtering" 'avelet transform" pseudo3color Imageenhancement9 Sharpening and smoothing Image restoration9 System model" 6oise"
6oise removal" egradation model" inverse filter" >re/. filters" geometric transforms
Image compression9 System model" <ossless and <ossy methods Medical imageanalysis9 =uman brain mapping" Bolume visuali*ation" iomedical computing" arterial
tree morphometry" spatial transformation models" image standardi*ation" positron
emission tomography images" vo$el histograms" retrieval strategy" medical imagearchive" lossy compressed digital mammograms" tissue characteri*ation" unsupervised
segmentation" fifth generation systems" image re3sampling" anisotropic adaptive filtering"
shell rendering" digital subtraction angiography" human perceptual features" etc.
CSE +--4 Data )are&ouse and Business 1ntelligence
4.,, credits
efinition of ata @arehousing" usiness Intelligence and Information Management
Technical techni/ues and concepts for ata @arehousing and usiness Intelligence L E@" dimensional modeling" :<%+ etc Introduction to the business re/uirements for
ata @arehousing L such as alanced Scorecard" Customer 0elationship Management
and Supply Chain Management iscussion on ata @arehouse strategy and architecture L Enterprise ata @arehouse" ata Marts" :perational ata Store" Metadata 0epository
etc Introduction to Metadata Management and Information Management +laton
17
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 31/35
Insight 3 The Idea behind the structure and design IM program perspective L scope for
single pro!ects Contents of a I3pro!ectLactivities Methodology implementation L
meaning in daily life Methodology impact on #no'ledge gathering" efficiency and added business value =andling and use of documentation.
CSE +--2 9inancial 1nformatics
4.,, credits
>inancial algorithms used in applications of computer science in financial decision
analysis" ris# management" data mining and mar#et analysis" and other modern business
processes ac#ground on probabilistic methods used for financial decision ma#ing and
their application in number of fields such as financial modeling" venture capital decisionma#ing" operational ris# measurement and investment science 6umber of financial
applications and algorithms are being presented for portfolio ris# analysis" modeling real
options" venture capital decision ma#ing" etc %lgorithms for financial ris# assessmentand presents the security concepts and challenges of financial information systems.
CSE +->4 Smart P&one Application De6elopment
4.,, credits
Mobile operating systems and architectures %pplication development languages"
evelopment environments and simulators" Challenges in developing mobile applicationscompared to other applications User interfaces" <ocation3based services" Storing and
retrieving data principles of application design and development Fernel programming"
Input methods ata handling atabase" Intents %ctivities roadcast Map3basedactivities using 'eb3services e.g. &oogle 6et'or# techni/ues e.g. lue3tooth" @i3>i"
&+S locali*ation and sensing %pplication3neutral %+Is to access hard'are of mobile
devices e.g. camera" phone" sensor hard'are etc ob!ect3based inter3processcommunication (I+C) bet'een applications 0aster graphics engine.
CSE +->2 Cloud Computing
4.,, credits
&rid computing9 definition of grid" infrastructure of hard'are and soft'are" applications"
&rid architecture9 overvie' of resource managers" overvie' of grid systems" &ridapplication management9 &rid %pplication escription <anguages" application
partitioning" Meta3scheduling" mapping" monitoring" @eb services" grid portals
istributed computing9 trends of distributed computing" evolution of Cloud computing
14
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 32/35
Cloud computing basics9 properties and characteristics" different service models"
deployment models Infrastructure as a Service (IaaS)9 IaaS basics" resource
virtuali*ation" server" storage" net'or# +latform as a Service (+aaS)9 +aaS basics" Cloud platform and management" computation" storage Soft'are as a Service (SaaS)9 SaaS
basics" @eb services" @eb ,.7" @eb :S Cloud issues and challenges9 Cloud provider
loc#3in" security" trust model Case studies9 &oogle Cloud infrastructure" %ma*on @ebservices" Elastic Cloud" Storage Services" Microsoft Cloud infrastructure.
CSE +->5 Soft!are Pro/ect Management
4.,, credits
Conventional Soft'are Management Evolution of Soft'are Economics ImprovingSoft'are Economics The principles of conventional soft'are Engineering and modern
soft'are management <ife cycle phases %rtifacts of the process 9 The artifact sets"Management artifacts" Engineering artifacts" programmatic artifacts Model basedsoft'are architectures9 % Management perspective and technical perspective. @or# >lo's
of the process Chec#points of the process Iterative +rocess +lanning +ro!ect
:rgani*ations and 0esponsibilities +rocess %utomation +ro!ect Control and +rocessinstrumentation9 The seven core Metrics" Management indicators" /uality indicators" life
cycle e$pectations" pragmatic Soft'are Metrics" Metrics automation >uture Soft'are
+ro!ect Management9 Modern +ro!ect +rofiles" 6e$t generation Soft'are economics"
modern process transitions Case Study9 The command Center +rocessing and isplaysystem3 0eplacement (CC+S30)" C:C:M: Cost Estimation Model L Change Metrics
L CC+SL0. +ro!ects and +resentations using a state of the art tool.
CSE +->7 Soft!are ;ualit$ Assurance and Testing
4.,, credits
Concepts" metrics" and models in soft'are /uality assurance Components of soft'are
/uality assurance systems before" during" and after soft'are development >rame'or# for
soft'are /uality assurance Components in the frame'or# Metrics and models for
soft'are /uality as a product" in process" and in maintenance Impact of ?ualitymanagement system9 IS:" IEEE" Capability Maturity Model (CMM) standards
Introduction to the soft'are engineering testing process" Bariety of testing techni/ues"methods" and tools State of the practice verification and validation techni/ues.
CSE +-2- Computer ame Design and De6elopment
4.,, credits
1,
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 33/35
Computer &ame Soft'are esign9 &ames creation" game3play" game concepts" design
process" creative play" player motivation" environment and interface design" game3
balancing" character design and design documentation Computer &ame Soft'are+roduction9 Creating and publishing electronic games" budgeting" team roles and
responsibilities" group dynamics" design documentation" pro!ect management and
evaluation" &ame development in mobile phone platform.
CSE +-24 Bio'informatics and Computational Biolog$
4.,, credits
Introduction Molecular biology basics 0estriction mapping algorithm Motif in 6%
se/uences" motif finding algorithms &enome rearrangements 6% se/uence
alignments &ene prediction Se/uence alignment algorithms 6% se/uencing" &enome
se/uencing" +rotein se/uencing and Spectrum graphs Combinatorial pattern matching9
<%ST and >%ST% Clustering Stochastic Models of Se/uence and &enome Evolution+hylogenies9 Enumerating phylogenies" The probability of se/uences related by a
specified phylogeny" the minimal number of events needed to e$plain a data set(+arsimony) <i#elihood and algorithms (Mar#ov Chain Monte Carlo) for inference
based on the li#elihood Soft'are pac#ages for sample3based inference %lignment
%lgorithms 6et'or# Inference and 6et'or# Evolution etection of 0ecombination inSe/uences %dvanced topics related to Systems iology and Synthetic iology
CSE +-22 Enterprise Soft!are Arc&itecture and De6elopment
4.,, credits
Enterprise architecture (E%)9 % detail study for E% using latest research and best practices including case studies" Methodologies on ho' to identify the right thing for the
enterprise" an E% implementation methodology" assess ris#s and values for an enterprise
architecture program" governance and organi*ational aspects of implementing anenterprise architecture program Enterprise architecture frame'or#s9 Three enterprise
architecture frame'or#s9 achman Enterprise >rame'or#" :pen &roup %rchitecture
>rame'or# (T:&%>) and Enterprise %rchitecture Cube methodology Enterprise Service:riented %rchitecture (S:%)9 0eali*ation of enterprise architecture" design and
implementation Uni/ue aspects of enterprise architecture and development90e/uirements engineering and soft'are engineering methods for enterprise development.
CSE +-25 Models of Soft!are S$stems
4.,, credits
11
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 34/35
@hat is a Model >oundations9 <ogic" +roof Techni/ues" Sets" 0elations" >unctions"Se/uences J Induction State Machines9 State Machine 4J," >S+" 0easoning about state
Machines 9 Introduction to " techni/ues" e$amples" SM 0efinement and
%bstraction" 0efinement and %bstraction" Concurrency9 Introduction to Concurrency"
Concurrent State Machines" >S+ ,3 Modeling Techni/ues" 0easoning about Concurrency"<inear Temporal <ogic" <inear Temporal <ogic in >S+ %utomated 0easoning 4" >ormal
Models in +ractice9 %utomated 0easoning , >M in the 0eal @orld" Introduction to +etrinets" 0easoning about +etri 6ets" UM<.
CSE +-27 Soft!are Specifications and Anal$sis
4.,, credits
:vervie' 0e/uirements Engineering 0eference Model 0e/uirements Modeling
0e/uirements Elicitation Soft'are 0e/uirements Specification (S0S) document
0e/uirements @riting9 Informal Specification 6otations" >ormal Specification 6otations"Specification of 6on3behavioral 0e/uirements 0e/uirements Balidation CostEstimation.
CSE +-+4 eograp&ic 1nformation S$stems and Spatial Data0ases
4.,, credits
Introduction to &IS" +rinciples of cartography" +ro!ections" Sampling the 'orld 3 errors"
conversion" coordinate systems &enerali*ation" The raster vs. vector debate" Cartographicmodeling9 0epresentations" :perations" Modeling atabase issues9 0evie' of
hierarchical" net'or#" and relational models" Integration of spatial and non3spatial data"
:b!ect3oriented methods" Image databases 0evie' of e$isting geographic informationsystems" Spatial data structures" 0epresentations of topology" +oint databases" <ine
segment databases" igital terrain models" Triangulated Irregular 6et'or#s (TI6s)"
Triangulations methods" Spatial interpolation" Similarity Searching" neighbor finding"
and distance3based inde$ing Spatial net'or#s" Spatio3te$tual databases" &+U spatialalgorithms" Cloud computing spatial algorithms.
CSE +-+2 1nformation Tec&nolog$ Audit and Assessment
4.,, credits
&enerally %ccepted %uditing Standards (&%%S) +hases of an IT %udit9 Establish the
Terms of the Engagement" +reliminary 0evie'" Establish Materiality and %ssess 0is#s"+lan the %udit" Consider Internal Control" +erform %udit +rocedures" Issue the %udit
0eport +lanning the %udit9 Materiality" 0is# %ssessment9 ocumentation of 0is#
1A
7/23/2019 Detailed Msc Course Contents UIU CSE
http://slidepdf.com/reader/full/detailed-msc-course-contents-uiu-cse 35/35
%ssessment" The %udit +lan" +lanning Memo Evaluation of Internal Controls9 &eneral
Controls" %pplication Controls" Tests of Controls %udit +rocedures9 %udit Sampling9
Selecting the Sample" Evaluation and ocumentation of Samples" Computer %ssisted%uditing Techni/ues (C%%Ts)" Evidence Completing the %udit9 0eporting9 Types of
%uditors :pinions" %udit ocumentation" 0esources.
CSE +-+5 Special Topic'1
4.,, Credits
%ny e$pert proposed by the department and approved by syllabus committee 'ill conduct
this course. % subtitle and content shall be determined and approved by the same
committee. In the transcript of the students the subtitle 'ill follo' the main title
(E$ample9 CSE 6167 Special Topic –I: Big Data).
CSE +-+7 Special Topic'11
4.,, Credits
%ny e$pert proposed by the department and approved by syllabus committee 'ill conductthis course. % subtitle and content shall be determined and approved by the same
committee. In the transcript of the students the subtitle 'ill follo' the main title
(E$ample9 CSE 6169 Special Topic – II: Data Privacy).
CSE +,,, T&esis #- Credits for t&esis group( Pro/ect #+ Credits for
non't&esis group(
Students are re/uired to underta#e supervised study and research culminating in a
Thesis+ro!ect in their field of speciali*ation. Thesis group students should have
contribution in the field of their speciali*ation. Students of non3thesis group mayunderta#e a pro!ect 'or# aiming to solve real life problems in industry.