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 Engineering United 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 only fresh 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 been distributed 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$perience 'ill be considered in the admission process. % personal intervie' 'ill be encouraged and may be re/uired. Upon acceptance" students 'ill receive a copy of their planned academic program. Students are encouraged to meet periodically 'ith the program director to discuss academic progress" career placement and special needs. B. Degree Requirements % total of minimum 12 credit hours of graduate course 'or# 'ith a minimum &+% of ,.- are re/uired to earn the M.Sc. in CSE degree. Students may belong to either thesis or non3thesis group. Thesis group students should ta#e 45 credit hours course 'or# and 45 credit hours thesis. 6on3thesis group students should ta#e 17 credit hours course 'or# and 2 credit hours pro!ect. %t least 18 contact hours constitute a 1 credit hour course. In addition to class 'or#" students have to engage themselves intensively in course based laboratory 'or#s. Ta#ing at least four or more courses from a particular area 'ill constitute a ma!or in that area. The courses are distributed among the follo'ing ma!ors9 Soft'are Engineering" Multimedia" Electronic Commerce" Intelligent Computing" Embedded Systems and Communication Engineering. Students 'ho have 'ea# under graduate grades or have not come from CSCSEEEE%pplied +hysics bac#ground 'ill 4
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Master of Science in Computer Science and EngineeringUnited International University
United International University (UIU) has been running its M.Sc. in Computer Science
and Engineering program very successfully since its inception and has attracted not onlyfresh undergraduates but also a handful number of ICT professionals from the industry.
ue to the rapidly changing nature of the sub!ect" it has become urgent to ma#e a number of changes in the e$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$perience 'ill be
considered in the admission process. % personal intervie' 'ill be encouraged and may bere/uired. Upon acceptance" students 'ill receive a copy of their planned academic
program. Students are encouraged to meet periodically 'ith the program director todiscuss academic progress" career placement and special needs.
B. Degree Requirements
% total of minimum 12 credit hours of graduate course 'or# 'ith a minimum &+% of ,.-
are re/uired to earn the M.Sc. in CSE degree. Students may belong to either thesis or non3thesis group. Thesis group students should ta#e 45 credit hours course 'or# and 45
credit hours thesis. 6on3thesis group students should ta#e 17 credit hours course 'or# and 2 credit hours pro!ect. %t least 18 contact hours constitute a 1 credit hour course. Inaddition to class 'or#" students have to engage themselves intensively in course based
laboratory 'or#s. Ta#ing at least four or more courses from a particular area 'ill
constitute a ma!or in that area. The courses are distributed among the follo'ing ma!ors9Soft'are Engineering" Multimedia" Electronic Commerce" Intelligent Computing"
Embedded Systems and Communication Engineering. Students 'ho have 'ea# under
graduate grades or have not come from CSCSEEEE%pplied +hysics bac#ground 'ill
Introduction to elementary data structures and their usages9 %rrays" records" lin#ed lists"
stac# and /ueue asic searching and sorting techni/ues Cost and performance analysis
of algorithms Trees and graphs Traversal techni/ues of trees and graphs 0ecursion"divide and con/uer techni/ues &reedy method ynamic programming &raph
algorithms =ashing % survey of hard problems 6+3completeness and intractable
problems.
CSE 2,,2 Data0ase Management S$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.
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
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.
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$ecution"soft'are debugging" measurement and prediction of soft'are reliability" pro!ect
/uality" soft'are process and process metrics" different /uality metrics of soft'areBerification and validation tas#s and techni/ues" soft'are error and defect removal" S?%
management and models" statistical /uality control ?uality management system9 IS:
8777" IS: 8774 and IEEE 4,,7; Standards Compliance criteria of different standards9
8777%S31-21 and IS: 8774" Capability Maturity Model (CMM)" +eople CapabilityMaturity Model (+3CMM) enchmar#ing and certification.
CSE +,,2 30/ect 3riented Anal$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
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
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
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$ical
clustering" information retrieval" te$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.
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
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
<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$tand image retrieval.
>undamentals of 6eural 6et'or#s" ac# propagation and related training algorithms
=ebbian learning Cohen3&rossberg learning The %M and =opfield memory
simulated %nnealing ifferent types of neural net'or#s Counter propagation" probabilistic" radial basic function" generali*ed regression etc. %daptive 0esonance
theory ynamic systems and neural control The olt*man machine Self organi*ing
maps spatiotemporal pattern classification" The 6eo3cognition" practical aspects of neural net'or#s.
Introduction" crisp sets to fu**y sets :perations on fu**y sets" fu**y arithmetic" fu**y
relations and fu**y relation e/uations >u**y logic" fu**y propositions and /uantifiers"linguistic hedges" implications %pplications9 E$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$ture mapping and
imaging ray tracing and radioicity advanced animation techni/ues. :ptional topics9
virtual reality issues and B0M< advanced raster algorithms and modeling techni/ues.
CSE +,4- 1nteracti6e Multi'Media Design and De6elopment
Introduction to multimedia" image" sound" video formats and their different properties"compression" playing and recording techni/ues" conversions bet'een different formats
and their combinations Multimedia authoring" introduction to 'eb and =TM<" basic
Models of distributed systems9 topology" synchrony" failure" and buffering. >undamentalconcepts9 states and events" global consistency" potential3causal ordering" logical cloc#s"
vector cloc#s" the ><+ impossibility theorem" 6aming service istributed consensus9atomic commitment" cloc# synchroni*ation" replication management" 'ait3free
algorithms 6et'or# algorithms9 termination detection" deadloc# detection" globalsnapshots and stableunstable predicate detection =igh3level specification of distributed
applications Communication model9 Soc#et" 0emote +rocedure Call" 0emote ob!ect
invocation" message oriented communication istributed ob!ect based system9 C:0%"distributed C:M istributed file system" replication" distributed transactions Security
management" recovery.
CSE +,42 Client Ser6er Tec&nologies
4.,, Credits
:ffers speciali*ed courses in the areas of clientserver computing" distributed computingand net'or# computing. Students develop clientserver based systems or distributed
applications using state3of3the3art tools and technology. Topics include architecture"
modeling and structural issues" inter3process communications" performance" reliability"scalability" consistency and security in a distributed system. >unctional re/uirements"
design methodologies and implementation details of clientserver based systems or
distributed systems are also discussed. Students obtain 'or#ing #no'ledge of TC+I+"
Uni$" @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"
(CE)" Common :b!ect 0e/uest ro#er %rchitecture (C:0%)" Gava 0emote MethodInvocation (0MI)" Enterprise Gava eans (EG)" distributed data management" client3
=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.
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'
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
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$imum % posteriori+robability (M%+) detection" M< symbol by symbol and se/uence detection soft and
hard decision" Biterbi algorithm" Biterbi3e/uali*er Soft input decoding of convolution
codes +rinciples of Code ivision Multiple$ and %ccess (CM%)" near3far problem"
multi3user interference" synchronous orthogonal receiver Time varying multipathchannels for mobile communication" time and oppler3variant transfer function"
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
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"
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
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
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"
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$amples" relationship bet'een input and output process +S
for a linear filter" periodograms" cross spectral densities" &aussian process 3 properties"'hite noise" noise e/uivalent band'idth" narro'band noise" bandpass processes 3
representation"sampling.
3t&er topics #some of t&ese !ill 0e co6ered depending on time a6aila0le(:
=istoric perspective and overvie' of mobile communications9 the evolution path 4&3,&3
1& and future trends" high level architecture of a mobile (celluler) system" protocol stac#"overvie' of the :SI3IS: model and TC+I+" identification of some design problems at
different protocol stac# layers @ireless channel modeling9 pathloss" shado'ing and
small scale fading" aseband e/uivalent comple$ 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$isting 'irelessmobile
system standards T and time permitting.
CSE +,57 3ptical Communication
4.,, credits
:ptical fibre9 modes of propagation" transmission characteristics" 'aveguide analysis.
+CM" their performance comparison" B0 reduction by speech coding" B:C:E0S"noise performance of +CM and M" igital multiple$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
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
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"
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
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
,.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
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#
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
=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
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
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
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
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
+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.
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/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$plain a data set(+arsimony) <i#elihood and algorithms (Mar#ov Chain Monte Carlo) for inference
based on the li#elihood Soft'are pac#ages for sample3based inference %lignment
%lgorithms 6et'or# Inference and 6et'or# Evolution etection of 0ecombination inSe/uences %dvanced topics related to Systems iology and Synthetic iology
CSE +-22 Enterprise Soft!are Arc&itecture and De6elopment
4.,, credits
Enterprise architecture (E%)9 % detail study for E% using latest research and best practices including case studies" Methodologies on ho' to identify the right thing for the
enterprise" an E% implementation methodology" assess ris#s and values for an enterprise
architecture program" governance and organi*ational aspects of implementing anenterprise architecture program Enterprise architecture frame'or#s9 Three enterprise
>rame'or# (T:&%>) and Enterprise %rchitecture Cube methodology Enterprise Service:riented %rchitecture (S:%)9 0eali*ation of enterprise architecture" design and
implementation Uni/ue aspects of enterprise architecture and development90e/uirements engineering and soft'are engineering methods for enterprise development.
@hat is a Model >oundations9 <ogic" +roof Techni/ues" Sets" 0elations" >unctions"Se/uences J Induction State Machines9 State Machine 4J," >S+" 0easoning about state
Machines 9 Introduction to " techni/ues" e$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$sis
4.,, credits
:vervie' 0e/uirements Engineering 0eference Model 0e/uirements Modeling
CSE +-+4 eograp&ic 1nformation S$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$isting geographic informationsystems" Spatial data structures" 0epresentations of topology" +oint databases" <ine
CSE +-+2 1nformation Tec&nolog$ 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#
%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.