CSE Course From 2012

Course No. Course Name L T P C Course No. Course Name L T P C

CH-1101/PH-1101 Chemistry/Physics 3 1 0 8 EC-1101 Basic Electronics 3 0 0 6EE-1101 Basic Electrical Engineering 3 0 0 6 CS-1101 Introduction to Computing 3 0 0 6MA-1101 Mathematics - I 3 1 0 8 MA-1102 Mathematics - II 3 1 0 8

CE-1101 Engineering Graphics 1 0 3 5 ME-1101 Engineering Mechanics 3 1 0 8HS-1101 Communication Skills 3 0 0 6 PH-1101/CH-1101 Physics /Chemistry 3 1 0 8CH-1111/PH-1111 Chemistry/Physics Laboratory 0 0 2 2 CS-1111 Computing Laboratory 0 0 2 2

ME-1111 Workshop 0 0 3 3 EE-1111 Electrical Sciences Lab 0 0 2 2

Physical Training-I 0 0 2 0 PH-1111/CH-1111 Physics /Chemistry Laboratory 0 0 2 2

NCC/NSO/NSS 0 0 2 0 Physical Training - II 0 0 2 0

13 2 8 38 NCC/NSO/NSS 0 0 2 0

15 3 6 42

EC1221Electonic Circuits and

Switching3 0 0 6 CS1204

Formal Language and

Automata Theory3 1 0 8

CS1201 Data Structure 3 1 0 8 CS1205 Signals & Data Communication 3 1 0 8

CS1202 Object Oriented Design 3 0 0 6 CS1206 Computer Graphics 3 0 0 6

CS1203 Discrete Structures 3 1 0 8 HS-1201 Manageral Economics 3 0 0 6MA-1201 Mathematics - III

3 1 0 8MA1251 Mathematics - IV (Introduction

to Stochastic Processes)3 1 0 8

CS1211 Data Structure Lab 0 0 2 2 CS1212 Computer Graphics Lab 0 0 2 2

EC1222Electonic Circuits and

Switching Lab0 0 2 2 CS1213

Signals & Data Communication

Lab0 0 2 2

Physical Training - III 0 0 2 0 Physical Training - IV 0 0 2 0

NCC/NSO/NSS 0 0 2 0 NCC/NSO/NSS 0 0 2 0

15 3 4 40 15 3 4 40

CS1301 Computer Architecture 3 1 0 8 CS1304 Operating System 3 0 0 6

CS1302 Computer Network 3 0 0 6 CS1305 Compiler Design 3 0 0 6

CS1303Microprocessor & System

Programming3 1 0 8 CS1306

Design and Analysis of

Algorithm3 1 0 8

MA1351Mathematics - V (Numerical

Methods)3 1 0 8 CS1307 Database Management System 3 0 0 6

HS-1301 Business Management 3 0 0 6 CS1308 Software Engineering 3 1 0 8

CS1311 Computer Network Lab 0 0 2 2 CS1313 Operating System Lab 0 0 2 2

CS1312Microprocessor & System

Programming Lab0 0 2 2 CS1314

Database Management System

Lab0 0 2 2

15 3 4 40 CS1315 Compiler Lab 0 0 2 2

15 2 6 40

CS1401 VLSI Physical Design 3 0 0 6 CS1404Advanced Computer

Architecture3 0 0 6

CS1402 Theory of Computation 3 1 0 8 CS1405 Machine Learning 3 0 0 6

CS14XX Dept. Elective - I 3 0 0 6 CS14XX Dept. Elective - III 3 0 0 6

CS14XY Dept. Elective - II 3 0 0 6 CS14XY Dept. Elective - IV 3 0 0 6

XX-1XXX Open Elective - I 3 0 0 6 XX-1XXX Open Elective - II 3 0 0 6

CS1490 Project - I 0 0 8 8 CS1491 Project - II 0 0 10 10

15 1 8 40 15 0 10 40

NB: Industrial Training after

Sixth Semester for a period

of 4-6 weeks as an audit

course

EE-1111 will be jointly offered

by EE and EC Departments

Semester 3 Semester 4



Course Structure for CSE, BTech (4-Year, 8 Semester Course)(to be applicable from 2012 batch onwards)

CS- Computer Science & Engineering

Semester - 1 Semester -2

Elective-I Elective-II

CS1421 Artificial Intelligence CS1431 Computational Geometry

CS1422 Digital Image Processing CS1432 Wireless Networks

CS1423 Applied Graph Theory CS1433 Information Theory and Coding

CS1424 Mobile AdHoc Network CS1434 Distributed System

CS1425 Simulation and Modeling CS1435 Data Mining

CS1426 Human Computer Interaction CS1436 Natural Language Processing

Elective-III Elective-IV

CS1441 CS1451 Introduction to Network Calculus

CS1442 Applied Parallel Programming CS1452 Logic of Computer Science

CS1443 Pattern Recognition CS1453 Wireless Sensor Network

CS1444 Cryptography and Security CS1454 Speech Processing

CS1445 CS1455

CS1446 Linux Operating System CS1456 Network Storage Management

Open Elective-I Open Elective-II

CS1471 Neural Network CS1481

CS1472 Time Series Analysis CS1482 Cloud Computing

Formal Methods of System VerificationVLSI Design, Test and Verification

Programming Language Concepts

Soft Computing Techniques for Non-linear Optimization

CS1101 3028

Books:

IntroductiontoComputing

2ndsem(allbranch) Prerequisites:None

Whatisaprogram;Digitalcomputerfundamentals;Whatisalanguage;Howprogramexecutes.Cprogramming:Datatypes;Operators;Expressions;Scoperesolutionandvariabletypes;Controlflowstructures;Functions;Arraysandpointers;StructuresandUnions;Streamdataprocessing.C++Programming:Introductiontoobjectsandclasses;Objecthierarchy;Inheritance;Polymorphism;Operatoroverloading;Templates;VirtualclassandFriendclass.

LabassignmentsonANSICandC++only:

Basicarithmeticoperations,controlstatements,functions,arraysandpointers,structuresandunions,filehandlingetc.Creationofclassesandobjects,Inheritance,Operatoroverloading,Polymorphism,ImplementationofVirtualclassandFriendclass.

1.ProgramminginCGottfriedB.S.(TMH)2.TheCProgrammingLanguageKernighanB.W.,RitchieD.M.(PHI)3.C++:TheCompleteReference(4thEd)SchildtH.(TMH)4.TheC++ProgrammingLanguageStroustrupB.(AddisonWesley)5.ProgramminginANSICBalagurusamyE.(TMH)

CS1201 31210

Books:

Labprogramswillbeassignedbythecoursecoordinatorfromwithinthetopicscoveredintheoryclasses.Thereshallbeminimumoften(10)programmingassignmentsoutofwhichminimumoffive(05)assignmentsshallbeimplementedinC++andminimumoffive(05)assignmentsshallbeimplementedinJava.

1.DataStructuresusingC/C++TanenbaumA.S.,LangsamY.,AugensteinM.J.(PHI)

DataStructure

2.DataStructureAhoV.,UllmanJ.D.(AddisionWesley)3.TheArtofComputerProgramming(Vol.1,2,3)KnuthD.E.(AddisionWesley)4.FundamentalsofDataStructuresHorowitzE.,SahniS.(GalgotiaPub.)5.Algorithms,DataStructures,ProgramsWirthN.(PHI)

3rdsem Prerequisites:CS1101

Introductiontodatatypes,DatastructuresandAbstractDataTypes(ADT),Complexityanalysisofalgorithms,Linkedlist,Stack,QueueandRecursion.Introductiontotrees,Binarytree,BST,AVLtrees,BTrees,B+Trees,Binarysearchtree,Hashing,Basicconceptsofgraphsandtheirrepresentationschemes.Bubblesort,Selectionsort,Insertionsort,Shellsort,Quicksort,Heapsort,Radixsort,Treesearchingandgraphsearchingtechniques.Memorymanagement,StorageAllocation,GarbageCollection,Compaction.

Labassignments:

CS1202 3006

Books:

Softwarecomplexityanddesignapproach,Objectmodelevolutionandtheirelements,applicationofobjectmodelsObjectsandtheirrelationships,classesandtheirrelationships,interplayofobjectsandclasses,importanceofclassificationandidentification,keyabstractionandmechanismsClassdiagram,objectdiagram,interactiondiagram,modulediagram,processdiagram,microandmacrodevelopmentprocessStaffing,releasemanagement,Reuse,qualityassuranceandmetrics,documentation,riskandbenefitsofobjectorienteddevelopment

3.ObjectorientedmodelinganddesignRumbaughJ.(PrenticeHall)4.ObjectorienteddesignCoadP.,YourdonE.(YourdonPress)

1.ObjectOrientedAnalysisandDesignwithApplicationsBoochG.,MaksimchukR.A.,EngleM.W.(AddisonWesley)2.IntroductiontoObjectOrientedProgrammingTimothyB.(PearsonEd)

5.ObjectorientedanalysisCoadP.,YourdonE.(YourdonPress)

ObjectOrientedDesign

3rdsem Prerequisites:CS1101

CS1203 3108

Books:

Settheory:sets,relations,functions,countabilityLogic:formulae,interpretations,methodsofproof,soundnessandcompletenessinpropositionalandpredicatelogicNumbertheory:divisionalgorithm,Euclid'salgorithm,fundamentaltheoremofarithmetic,Chineseremaindertheorem,specialnumberslikeCatalan,Fibonacci,harmonicandStirlingCombinatorics:permutations,combinations,partitions,recurrences,generatingfunctionsGraphTheory:paths,connectivity,subgraphs,isomorphism,trees,completegraphs,bipartitegraphs,matchings,colourability,planarity,digraphsAlgebraicStructures:semigroups,groups,subgroups,homomorphisms,rings,integraldomains,fields,latticesandbooleanalgebras

DiscreteStructure

3rdsem Prerequisites:NIL

6.GraphTheoryDeoN.(PHI)

1.DiscreteMathematics&itsApplicationsRosenK.H.(TMH)2.DiscreteStructures,Logic,andComputabilityHeinJ.L.(JonesandBartlett)3.ElementsofDiscreteMathematicsLiuC.L.(TMH)4.ConcreteMathematicsGrahamR.L.,KnuthD.E.,andPatashnikO.(AddisionWesley)5.DiscreteMathematicswithApplicationstoComputerScienceTremblayJ.P.andManoharR.P.(TMH)

CS1204 3108

Books:

FormalLanguageandAutomataTheory

4thsem

1.IntroductiontoAutomataTheory,Languages,andComputationHopcroftJ.E.,MotwaniR.,UllmanJ.D.(PearsonEd.)

Prerequisites:CS1201,CS1203

AlphabetsandLanguages,FiniteAutomata(FA),DeterministicandNondeterministicFA,FAwithmove,TwowayFA,FAwithoutputRegularExpressionandregularset,Closureproperties,Pumpinglemma,Decisionalgorithms,MyhillNerodetheoremContextfreeGrammar(CFG),Derivationtree,Simplification,ChomskyNormalFormandGreibachNormalForm,AmbiguityPushDownAutomata(PDA),PDAandContextFreeLanguage(CFL),PropertiesofCFL,Pumpinglemma,Closurepropertiesanddecisionalgorithms

2.ElementsoftheTheoryofComputationLewisH.R.,PapadimitriouC.H.(PearsonEd)3.IntroductiontoLanguagesandtheTheoryofComputationMartinJ.C.(TMH)4.IntroductiontoTheTheoryofComputationSipserM.(CengageLearning)

CS1205 3028

Books:

7.DataandComputerCommunicationsStallingsW.(PearsonEd.)8.PracticalDataCommunicationsFreemanR.L.(Willey)9.DigitalandDataCommunicationSystemsRodenM.S.(PrenticeHall)10.DataCommunicationPrinciples:ForFixedandWirelessNetworksAhmadA.(Kluwer)

SignalsandDataCommunication

4thsem

LabassignmentsusingMATLAB:

5.SignalsandSystemsusingMATLABChaparroL.(AcademicPress)

Prerequisites:MA1101,MA1102

Introduction,ContinuoustimeandDiscretetimesignals,Linearsystem,SystempropertiesInputOutputmodelingusinglineardifferentialequationsandlineardifferenceequations,TimeVaryingsystemsConvolutionRepresentationofLTIanddiscreteandcontinuoussignals,LineartimevaryingsystemsSignalsintermsoffrequencycomponents,FouriertransformaslimitingformofFourierseries,Properties,Responsetosinusoidal,periodicandaperiodicinputs,SamplingAnalogmodulationanddemodulationofsignals,Simultaneoustransmissionofsignals,DigitalmodulationAnaloganddigitaldatatransmission,Transmissionimpairments,ChannelcapacityWiredandwirelesstransmission,Signalencodingtechniques,FDM,SynchronousandSatTDM,ADSL;XDSLSpreadspectrumanalysis(FHSS,DSSS,OFDM),Errorhandling,IntroductionX.25,FrameRelay

6.SignalsandSystemsHaykinS.,VeenB.V.(Willey)

Labprogramswillbeassignedbythecoursecoordinatorfromwithinthetopicscoveredintheoryclasses.Thereshallbeminimumofeight(08)programmingassignmentscoveringconvolutionofdiscreteandcontinuoustimesignals,sumofsinusoidsintimeandfrequencydomain,convergenceofFourierseries,PAM,QAM,FSKetc.

1.SignalsandSystemsOppenheimA.V.,WillskyA.S.andNawabA.H.(PHI)2.DigitalCommunication:PrinciplesandSystemModellingDasA.(Springer)3.SignalsandSystems:AnalysisUsingTransformMethods&MATLABRobertsM.J.(MHill)4.SignalsandSystemswithMATLABComputingandSimulinkModelingKarrisS.T.(Orchard)

CS1206 3028

Books:

7.ComputerGraphicswithOpenGLHearnD.,BakerM.P.(PearsonEd)

ComputerGraphics

4thsem Prerequisites:CS1201,MA1101,MA1102

Labassignments:

5.ComputerGraphicsUsingOpenGLHillF.S.(PHI)

Introduction,Input/Outputprimitivesandgraphicaldevices2DTransformation,translation,rotation,scaling,matrixrepresentationsandhomogeneouscoordinatessystem,reflectionandshear,transformationsbetweencoordinatesystems,affinetransformation,3Dtransformations,translation,rotation,scalingetc.Line,circleandellipsedrawingalgorithms,AreafillingalgorithmsViewingprocedure,2DWindowtoViewportcoordinatetransformation,Pointclipping,LineclippingandPolygonclippingalgorithms,Viewportclipping,Depthcueing.Curvesandsurfaces,Beziercurves,BSplinecurves,rationalBSplinecurves.HiddenlineeliminationDepthcomparison,Zbufferalgorithm,Backfacedetection,BSPtreemethod,Paintersalgorithm.Coloringandshadingmodels,ModelingLightIntensitiesandsources,Diffusereflection,LambertsCosineLaw,SpecularReflection,Halftoning;ColorModelsRGB,CMYK

Labprogramswillbeassignedbythecoursecoordinatorfromwithinthetopicscoveredintheoryclasses.Thereshallbeminimumofeight(08)programmingassignmentsusingC/C++withOpenGL.

6.InteractiveComputerGraphics:ATopDownApproachUsingOpenGLAngleE.(PearsonEd.)

1.ProceduralelementsofComputerGraphicsRogersD.F.(TMH)2.ComputerGraphics(Cversion)HearnD.,BakerM.P.(PearsonEd)3.ComputerGraphics:PrinciplesandPracticeFoleyJ.D.,VanDamA.,FeinerS.K.,HughesR.L.P.(PearsonEd)4.MathematicalelementsforComputerGraphicsRogersD.F.,AdamsJ.A.(TMH)

CS1301 3108

Books:

ComputerArchitecture

5thsem Prerequisites:EC1101,EC1221

5.ComputerSystemsDesignandArchitectureHeuringV.P.,JordanH.F.(PearsonEd)

Introduction:Generationsofarchitecture,fundamentalconceptsofdesignmethodologies,basicorganizationofcomputerProcessorDesign:Basicorganization,instructionset,ALUorganization,fixedpointandFloatingpointarithmeticControllerDesign:Basicconcepts,designofhardwiredcontrolandmicroprogrammedcontrolunitsMemoryOrganization:Basicorganization,virtualmemory,memoryhierarchicalstructure,pagingandsegmentationconcept,memoryinterleaving,cache&associativememoriesPeripheralprocessing&devices:I/Oaccessinganddatatransfertechniques,I/Ochannelandprocessor,I/Omanagement

1.ComputerOrganizationandDesign:TheHardware/SoftwareInterfacePattersonD.A.,HennessyJ.L.(Elsevier)2.ComputerOrganizationHamacharC.,VranesicZ.,ZakyS.(TMH)3.ComputerArchitectureandOrganizationHayesJ.P.(TMH)4.ComputerOrganizationandArchitecture:DesigningforPerformanceStallingsW.(PearsonEd)

CS1302 3028

Books:

ComputerNetworks

5thsem Prerequisites:MA1201,CS1205

DataLinklayer:DataLinklayerServices,wired/wirelesscasestudiesNetworklayer:Networklayerservices,routingprinciples,Internetprotocol(IP),introductiontoqualityofservice(QoS)Transportlayer:Transportlayerservices,protocolsoftransportlayerApplicationlayer:Applicationlayerprotocolse.g.HTTP,SMTP,DNSNetworkManagement:Basicconcept,SNMP

1.ComputerNetworks:ASystemsApproachPetersonL.L.,DavieB.S.(ElsevierIndia)2.ComputerNetworkTanenbaumA.S.(PHI)3.ComputerNetworking:ATopDownApproachKuroseJ.F.,RossK.W.(PearsonEd)4.ComputerNetworkingwithInternetProtocolsStallingsW.(PearsonEd)5.InternetworkingwithTCP/IP,Volume1ComerD.(PHI)

Labassignments:

Simulationexperimentsforprotocolperformance,configuring,testingandmeasuringnetworkdevicesandparameters/policies;networkmanagementexperiments;Exercisesinnetworkprogramming

CS1303 3028

Books:

MicroprocessorsandSystemProgramming

5thsem Prerequisites:CS1101,CS1201

6.SystemProgrammingandOperatingSystemsDhamdhereD.M.(TMH)7.SystemSoftwareBeckL.L.(AddisonWesley)8.AdvanceMicroprocessorTabakD.(TMH)

3.LinkersandLoadersLevineJ.(MorganKauffman)4.MicroprocessorArchitecture,Programmingandapplicationwith8085/8080GaonkarR.S.(WileyEastern)5.SystemProgrammingDonovanJ.J.(McGrawHill)

8086architecture,Segments,Flags,Instructionset,assemblylanguageprogrammingon8086usingassembler,Interrupts,Writinginterruptservicesroutines,Debuggingprograms,8086pinfunctions80286/386/486registerset,Datatypes,Overviewofinstructionset,MemorysegmentationwithdescriptortablesincludingLDTandGDT,PrivilegelevelsBasicconceptsofassembleranditsdesignproceduresBasicconceptsaboutaloader,differentloaderschemes,designprinciplesofloader,overviewoflinker,designprinciplesoflinkers

Simulationexperimentsfor8085/8086,AssemblyLanguageProgrammingforx86etc.

Labassignments:

1.Microprocessor&InterfacingHallD.(TMH)2.Advanced80386ProgrammingTechniquesTurleyJ.(TMH)

CS1304 3028

Books:

4.Operatingsystems:aDesignorientedapproachCrowleyC.(TMH)5.OperatingSystemsDhamdhereD.M.(TMH)

IntroductiontoOS:Processmanagement,Memorymanagement,Filesystemmanagement,SystemcallsProcessmanagement:Scheduling,preemptive/nonpreemptive,FIFO,shortestjobfirst,shortestremainingjobfirst,roundrobin,priority,multilevelqueues,multilevelfeedbackqueues,ThreadsConcurrentprocesses:MutualexclusionandBernsteinsconditions,semaphores,criticalsection,monitors,messagepassing,casestudies:DiningPhilosophersproblem,ProducerConsumerproblemanddiskheadschedulerproblem.Memorymanagement:Singleusercontiguous,fixedpartitionmultiprogramming,fragmentation,relocation,compaction,paging,segmentation,pagingandsegmentationtogether;virtualmemory,pagereplacementpoliciesFilesystems:Directoryorganization,datahierarchy,blockingandbuffering,fileorganization,freespacemanagement,contiguousandnoncontiguousallocation,blockchaining,indexblockchaining,blockorientedfilemappingDeadlocks:Resourceconcepts,necessaryconditions,resourceallocationgraph,threestrategiesofHavender,Bankersalgorithm,reductionofresourceallocationgraph,deadlockrecoveryDiskscheduling:operationsofdisks,FCFS,SSTF,SCAN,CSCAN,MSTEPSCAN,Eschenbach,rotationoptimization,diskcaching

OperatingSystem

6thsem Prerequisites:CS1201,CS1301,CS1303

Labassignments:

SimulationofCPUschedulingalgorithms,simulationoffileallocationstrategies,userlevelprocessmanagement,DevelopmentofaLINUXkernelmoduleforacharacterdevice

1.OperatingsystemconceptsSilberschatzA.,GalvinP.B.,GagneG.(Wiley)2.OperatingSystemsStallingsW.(PearsonEd.)3.ModernOperatingSystemsTanenbaumA.S.(PHI)

CS1305 3028

Books:

5.LexandYaccLevineJ.R.,MasonT.,BrownD.(O'Reilly)

Designofalexicalanalyzer,implementthelexicalanalyzerusinglexicalanalyzergeneratingtools,designofapredictiveparser/LALRbottomupparserforagivenlanguage,ConvertionofBNFrulesintoyaccformandtowritecodeforgeneratingabstractsyntaxtree


Introduction:OverviewofLanguageandimplementations,Analysisandsynthesismodelofcompilation,Toolbasedapproachtocompilerconstruction,Retargetabilityandportability,TrendsincompilerconstructionLexicalAnalysis:Basicconcept,DesignIssues,Implementationissues,buildingasimpleLA,RE/FSAbasedLA,Lexicalerrorrecovery,FromREstolexgeneratorSyntaxAnalysis:Basicconcept,basicParsingtechniques,ShiftreducedParser,OperatorPrecedenceParser,PredictiveParser,TopdownandBottomupparsing,LL(1)grammars,Recursivedecentparsers,PredictpredictconflictsandErrorrecovery,DFAsandParsersforLR(0),SLR(1),LR(1),LALR(1)SemanticAnalysis:Basicconcept,Syntaxdirecteddefinitions,Attributegrammar(SynthesizedandInherited),Evaluationorder,Attributecomputationforsynthesized,inheritedandLattributesofBottomupcompilation,Gettingtypeattributes,TypematchingandconversionRuntimeEnvironment:SymbolTablemanagement,Memorymanagement,ActivationrecordandparameterpassingIntermediateCodeGeneration:Basicconcept,Threeaddresscodes,quadruplesandtriples,Arithmeticexpressionandassignmentstatements,Booleanexpression,Controlflowandbackpatching(Conditionalanditerativestatements),Methodcalls,listofstatementsTargetCodeGeneration:Registersandruntimedatastructures,Methodinvocationandbookkeeping,phasesofcodeimprovement,Peepholeoptimization,Controlflowandbasicblocks,Redundancyanddataflowanalysis

Labassignments:

1.PrinciplesofCompilerDesignAhoA.V.,UllmanJ.D.(NarosaPub.)2.Compilers:Principles,TechniquesandToolsAhoA.V.,SethiR.,UllmanJ.D.(AddisonWesley)

3.TheTheoryandPracticeofCompilerWritingTremblayJ.P.,SorensonP.G.(McGrawHill)4.AdvancedCompilerDesign&ImplementationMuchnickS.S.(Narosa)

CompilerDesign

CS1306 3108

Books:

2.TheArtofComputerProgramming(Vol.1,2&3)KnuthD.E.(AddisonWesley)3.TheDesignandAnalysisofComputerAlgorithmsAhoV.,UlmanJ.D.,HopcroftJ.E.(AddisonWesley)

4.AlgorithmDesign:Foundation,AnalysisandInternetExamplesGoodrichM.T.,TamassiaR.(WileyIndia)

Introduction:BasicconceptsaboutalgorithmsAnalysisofalgorithms:Ideaabouttimeandspaceanalysis,conceptofloopinvariants,importanceofsortingalgorithmsinanalysis,analysisofbubblesort,insertionsort,selectionsortalgorithmsDesignofAlgorithms:Introductiontodifferentdesignapproaches,conceptofdivideandconquerapproach,analysisofmergesortandquicksortalgorithm,conceptofrandomizedalgorithms,analysisofheapsortand,radixsortalgorithmsDynamicProgramming:Basicconcept,Matrixchainmultiplication,characteristicsofdynamicprogramming,longestcommonsubsequence,binarysearchtreesandoptimalbinarysearchtreesGreedyAlgorithms:Basicconcepts,Huffmancodingscheme,Taskschedulingproblem,KnapsackproblemGraphAlgorithms:Breadfirstsearchanddepthfirstsearchalgorithms,KruskalsandPrimsalgorithms,Dijkstrasalgorithm,FordFulkersonalgorithmNPcompleteness:Basicconcepts

DesignandAnalysisofAlgorithms

6thsem Prerequisites:CS1201

1.IntroductiontoAlgorithmsCormenT.H.,LeisersonC.E.,RivestR.L.,SteinC.(PHI)

CS1307 3028

Books:

Labassignments:

DesignofaERdiagramandDFDforagivenproblem,tablecreation,updationandmanipulation,implementationofconcurrencycontrolmethods

1.DatabaseManagementSystemsRamakrishnanR.,GehrkeJ.(McGrawHill)DatabaseManagementSystemsSilberschatz,A.,KorthH.F.,SudarshanS.(McGrawHill)3.FundamentalsofDatabaseSystemsElmasriR.,NavatheS.B.(AddisonWesley)4.DatabaseSystemsUsingOracleShahN.(PearsonEd./PHI)5.OracleEssentials(10g)GreenwaldR.,Robertetc.(Oreilly)

Introduction:FileSystemvs.DBMS,datamodels,levelsofDataAbstractionEntityRelationship(ER)Model:Basicconcept,featuresofERModel,relationalalgebraandrelationalcalculusDesign:SQLqueries,constraintsandtriggers,functionaldependency,decompositionofrelationalschemes,normalization,1NF,2NF,3NF,BCNF;MultivaluedDependencyand4NF;JoinDependencyand5NF;InclusionDependency,QueryOptimizationFileOrganization:PropertiesofIndexes,B+Treeanditsapplication;HashingTransactionprocessing:ConceptofTransaction,concurrencycontrolanddatabaseconsistency,incompletetransaction,serializibility,locking,concurrencycontrolwithoutlock

6.CoreJava(Vol.1&2)HorstmannC.S,CornellG.(PearsonEd.)

DatabaseManagementSystem


CS1308 3108

Books:

SoftwareEngineering


Introduction:RoleofSoftwareEngineering,ConceptofprocessSoftwareProcess:Differentprocessmodels,Waterfall,Prototype,Iterative,TimeBox,ComparisonamongthemodelsRequirementAnalysis:Basicconceptsofrequirementanalysisandspecification,analysismodels,specificationlanguage,UseCaseconceptSoftwareArchitecture:Analysisofdifferentarchitectures(pipeandfilter,shareddatastyle,clientserverstyle),comparisonofarchitecturesProjectPlanning:Overview,EffortEstimationandCOCOMO,projectschedulingandteamstructure,riskmanagement,monitoringplanandSCMObjectOrientedDesign:Basicconcepts,overviewofUML,designmethodologiesDetailedDesign:Detaileddesignandverification,differentmetricsCoding:Conceptofstructuredprogramming,codingprocess,unittestingwithJunit,verificationapproaches,analysismetricsTesting:Overview,BlackBoxandWhiteBoxtechniques,testingprocess,defectanalysisandprevention

1.Anintegratedapproachtosoftwareengineering(3rded.)JaloteP.,(NarosaPub)2.Softwareengineering:apractitionersapproachPressmanR.S.(McGrawHill)3.ObjectorientedsystemanalysisanddesignusingUMLBennettS.,McRobbS.,FarmerR.(TMH).

4.Softwareengineering:PrinciplesandPractice(3rded.)VlietH.V.(WileyIndia)5.IntroductiontoObjectOrientedAnalysisBrownD.W.(WileyIndia)

CS1401 3006

Books:

VLSIPhysicalDesign


1.AnintroductiontoVLSIphysicaldesignSarrafzadehM.,WongC.K.(McGrawHill)2.AlgorithmsforVLSIphysicaldesignautomationSherwaniN.A.(Springer)3.VLSIPlacementandRouting:ThePIProjectShermanA.T.(Springer)4.Routing,Placement,andPartitioningZobristG.W.(IntellectBooks)

Introduction,datastructuresandbasicalgorithms,partitioning,topdownapproachforplacementandrouting,performanceIssuesincircuitLayout,singlelayerroutingandapplications

CS1402 3108

Books:

6.TheTheoryofComputationMoretB.M.(PearsonEd)

TheoryofComputation


1.IntroductiontoAutomataTheory,Languages,andComputationHopcroftJ.E.,UllmanJ.D.(NarosaPub)2.ElementsoftheTheoryofComputationLewisH.R.,PapadimitriouC.H.(PearsonEd)3.IntroductiontoLanguagesandtheTheoryofComputationMartinJ.C.(TMH)4.IntroductiontotheTheoryofComputationSipserM.(PWSPublishing)5.IntroductiontoComputabilityHennieF.C.(AddisonWesley)

Computabilitytheory:FundamentalconceptsofTuringmachinemodel,computablelanguagesandfunctions;Turingmachineconstructiontechnique;ModificationofTuringmachineandChurchshypothesis;TheProblemofUndecidability;Propertiesofrecursiveandrecursivelyenumerablelanguages;UniversalTuringMachine;Ricestheorem;PostscorrespondenceproblemandIntractableproblemsComplexitytheory:TimeandspaceboundedTuringmachines,reductionandcompleteproblems,oraclemachinesandthepolynomialhierarchyPandNPproblems:Basicconcepts,polynomialtimeandspace,understandingthePclassproblems,booleansatisfiability,understandingtheNPclassproblems,polynomialtimereduction,introductiontoCookstheorem,BasicconceptofNPCompleteproblems

CS1404 3006

Books:

5.HighperformancecomputerarchitectureStoneH.S.(AddisonWesley)

Introduction:Evolutionofcomputerarchitecture,Flynn'sClassification,TypesofParallelism,PerformanceMetrics,DifferentParallelComputermodelsInstructionlevelparallelism:Basicconcept,DependencyAnalysis,PartitioningandScheduling.Pipelinearchitecture:Principles&generalstructuresofpipeline,linear&nonlinearmodel,pipelinedinstructionprocessing(arithmetic,Boolean,load/store)Superscalarpipelinearchitecture:Basicconcept,designissues,shelving,registerrenaming,preservingsequentialities,casestudies;VLIWarchitecture&casestudies.CodeschedulingforILPprocessors:Issuesinprocessingcontroltransferinstructions,conceptsofcodescheduling.DataParallelarchitectures:Basicconcept,SIMDarchitecture(designspaceapproach,overviewoffinegrained&coarsegrainedSIMD);Vectorarchitectures(Basicconcept,casestudies);Conceptsofdatapipelinedandsystolicarrayarchitectures.Thread/processlevelparallelism:IntroductiontoMIMDarchitecture,basicconceptofMultithreadedarchitecture,designissuesrelatedtosharedmemory&distributedmemoryMIMDarchitectures

AdvancedComputerArchitecture


1.AdvancedComputerArchitectures:ADesignSpaceApproach)SimaD.,FountainT.,KacsukP.(PearsonEd)2.AdvancedComputerArchitecture:Parallelism,Scalability,ProgrammabilityHwangK.(TMH)

3.ModernProcessorDesign:FundamentalsofSuperscalarProcessorsShenJ.P.,LipastiM.H.(TMH)

4.ComputerArchitecture:AQuantitativeApproachHennessyJ.L.,PattersonD.A.(Elsevier)

CS1405 3006

Books:

Introduction,DecisionTrees,ProbabilityPrimer,BayesDecisionTheory,MaximumlikelihoodandBayesianParameterEstimation,NonparametricTechniques,BayesNetworks,OptimizationPrimer,LinearDiscriminantFunctions,SupportVectorMachines,UnsupervisedLearning,SemiSupervisedLearning,ReinforcementLearning

MachineLearning


1.MachineLearningMitchellT.M.(McGrawHill)2.PatternClassificationDudaR.O.,HartP.E.,StrokD.G.(WileyInterscience)

CS1421 3006

Books:1.ArtificialIntelligenceRich,Knight(TMH)2.PrinciplesofArtificialIntelligenceNilsonN.J.(Narosa)3.ParadigmsofAIprogrammingNorvigP.(Elsevier)4.IntroductiontoExpertSystemJacksonP.(AddisonWesley)

ArtificialIntelligence

7thsem(ElectiveI) Prerequisites:None

Introduction,problemsandtechniquesrelatedtoartificialintelligenceProblemspacesandsearch,statespacegraph,productionsystemsBFSandDFSInroductiontoheuristicsearch,hillclimbing,bestfirstsearch,A*algorithm,admissibility,AND/ORgraphAO*Predicatelogic,rulebasedsystems,forwardvsbackwardreasoning,nonmonotonicreasoning,statisticalreasoning,DempsterShafertheory,MinMaxsearch,AlphaBetacutoffsCasestudies:MYCIN,R1Programminglanguages:PROLOG,LISP

CS1422 3006

Books:1.DigitalImageProcessingGonzalezR.C.,WoodsR.E.(AddisonWesley)2.FundamentalsofDigitalImageProcessingJainA.K.(PHI)3.DigitalImageProcessingandAnalysisChandaB.,MajumderD.D.(PHI)

Introduction:Fundamentalstepsinimageprocessing,digitalimagerepresentation,imageacquisitionandstorageVisualPerception:Basicconcepts,structureofhumaneye,imageformationineye,discriminationofbrightnessandadaptation,samplingandquantizationImagetransforms:Convolutionandcorrelation,FFTandinverseFFT,WalseHadamardandKLtransforms,singlevaluedecompositionImageenhancement:Fundamentalconcepts,enhancementbypointprocessing,intensitytransform,histogramprocessing,spatialfiltering,smoothening,median,sharpeningandderivativefilters,enhancementinfrequencydomain,lowpassandhighpassfilteringImagerestoration:Degradationmodelcontinuousanddiscrete,inversefiltering,removalofblurcausedbyuniformlinearmotionImagesegmentation:Edgedetectiontechniques,edgelinkingandboundarydetection,localandglobalapproaches,thresholding,regionorientedsegmentation,regiongrowing,splitandmergetechniquesImageCompression:Lossyandlosslesscompressiontechniques,featureextraction

7thsem(ElectiveI) Prerequisites:CS1205

DigitalImageProcessing

CS1423 3006

Books:

2.IntroductiontoAlgorithmsCormenT.H.,LeisersonC.E.,RivestR.L.,SteinC.(PHI)3.AlgorithmicgraphtheoryGibbonsA.(CambridgeUniv.Press)

AppliedGraphTheory

1.GraphtheorywithapplicationstoengineeringandcomputerscienceDeoN.(PHI)

Introductiontographsandtheirrepresentation,finiteandinfinitegraphs,incidenceanddegree,pathDirectedgraph,singlesourceshortestpath,allpairshortestpath,directedacyclicgraph,Eulersgraphs,HamiltonianpathsandcircuitsBasicresultsoftrees,minimumcostspanningtreeIntroductiontocutsetsandcutvertices,connectivityandseparabilityBasicconceptsofvectorspaceofgraph,setswithoneortwooperations,basisvector,circuitandcutsetsubspaces,orthogonalvectorsandspacesMatrixrepresentationofgraph,incidencematrix,circuitmatrix,pathmatrix,cutsetmatrixandadjacencymatrix


4.SchaumsoutlineoftheoryandproblemsofGraphtheoryBalakrishnanV.K.(TMH)5.FundamentalsofDataStructuresHorowitzE.,SahniS.(GalgotiaPub.)6.HandbookofGraphTheoryGrossJ.L.,YellenJ.(CRCPress)

CS1424 3006

Books:

MobileAdHocNetwork


MobileAdHocnetworkingwithaViewof4GWireless,OfftheShelfEnablesofAdHoc,IEEE802.11inAdHocNetworks:Protocols,PerformanceandOpenIssues,ScatternetFormationinBluetoothNetworks,AntennaBeamformingandPowerControlforAdHocNetworks,TopologyControlinWirelessAdHocNetworks,BroadcastingandActivitySchedulinginAdHocNetworks,LocationDiscovery,RoutingApproachesinMobileAdHocNetworks,EnergyEfficientCommunicationinAdHocWireless,AdHocNetworksSecurity,SelfOrganizedandCooperativeAdHocNetworking,SimulationandModelingofWireless,Mobile,andAdHocNetworks,ModelingCrossLayeringInteractionUsingInverseOptimizationAlgorithmicChallengesinAdHocNetworks

1.MobileAdhocNetworksAggelou,George(McGrawHill)2.MobileAdhocNetworkingStefanoBasagni(Editor),MarcoConti(Editor),SilviaGiordano(Editor),IvanStojmenovi&Cacute(Editor)(WileyIEEEPress)

CS1425 3006

Books:

SimulationandModeling

7thsem(ElectiveI) Prerequisites:MA1251

Introductiontosimulationandmodeling,applicationareas,systemandsystemenvironment,componentsofsystem,typeofsystems,modelofasystem,typesofmodelsandstepsinsimulationstudySimulationofqueuingsystemssuchassinglechannelandmultichannelqueue,leadtimedemand,inventorysystem,reliabilityproblem,timesharedcomputermodel,jobshopmodelConceptsofdiscreteeventsimulation,modelcomponents,adiscreteeventsystemsimulation,simulationformalisms,simulationofsinglechannelqueue,multichannelqueue,inventorysystemanddumptruckproblemusingeventschedulingapproachUseofprobabilityandstatisticsinsimulation,usefulstatisticalmodel,discretedistribution,continuousdistribution,empiricaldistributionandPoissonprocessCharacteristicsofqueueingsystems,queueingnotations,longrunmeasuresofperformanceofqueueingsystems,SteadystatebehaviorofMarkovianmodels(M/G/1,M/M/1,M/M/C),overviewoffinitecapacityandfinitecallingpopulationmodels,NetworkofQueuesPropertiesofrandomnumbers,generationoftrueandpseudorandomnumbers,techniquesforgeneratingrandomnumbers,hypothesistesting,varioustestsforuniformity(KolmogorovSmirnovandchiSquare)andindependence(runs,autocorrelation,gap,poker)

3.DiscreteEventSystemSimulationBanksJ.,CarsonJ.S.,NelsonB.L.,NicolD.M(PearsonEd)

1.SystemSimulationWithDigitalComputerDeoN.(PHI)2.TheoryofModelingandSimulationBernardP.Zeigler,HerbertPraehofer,TagGonKim(AcademicPress)

CS1426 3006

Books:1.TheessentialguidetouserinterfacedesignGalitzW.O.(Wiley)2.DesigningtheuserinterfaceShneidermannB.(PearsonEd)3.HumanComputerInteractionDixA.,FinlayJ.,AbowdG.,BealeR.(PrenticeHall)

IntroductiontoHCI,abriefhistoryofHCI,userinterfacedesign,directmanipulation,cognitiveframeworkofHCI,perceptionandrepresentation,attentionandinterfacedesign,memoryininterfacedesign,knowledgerepresentation,usermodeling,interactionwithnaturallanguages,nextgenerationinterface,userinterfaceevaluation:heuristicevaluation,evaluationwithcognitivemodels,evaluationwithusersmodelbasedevaluation

4.InteractionDesignPrece,Rogers,Sharps(Wiley)5.UserInterfaceDesignLauesenS.(PearsonEd)

HumanComputerInteraction

7thsem(ElectiveI) Prerequisites:None

CS1431 3006

Books:

3.ComputationalGeometryinCRourkeJ.O.(CambridgeUniversityPress)

ComputationalGeometry

7thsem(ElectiveII) Prerequisites:None

Introduction:Historicalperspective,geometricpreliminaries.Convexhullsalgorithmsin2dand3d,lowerboundsTriangulations:Polygontriangulations,representations,pointsettriangulationsVoronoidiagrams:Algorithms,closestpairproblemsDelaunaytriangulations:Algorithms(divideandconquer,flip,incremental),dualityofVoronoidiagrams,properties(minmaxangle)Geometricsearching:Pointlocation,2DlinearprogrammingwithpruneandsearchVisibility:Algorithmsforweakandstrongvisibility,visibilitywithreflections,artgalleryproblemsArrangementsoflines:2Darrangements,zonetheorem,manyfacescomplexity,algorithmsSweeptechniques:Planesweepforsegmentintersections,Fortune'ssweepforVoronoidiagrams,topologicalsweepforlinearrangementsCombinatorialgeometry:Hamsandwichcuts,Helly'stheorems,ksetsRectilineargeometry:Intersectionandunionofrectangles,rectanglesearchingRobustgeometriccomputingApplicationsofcomputationalgeometry

1.ComputationalGeometry:AlgorithmsandApplicationsBergM.,SchwarzkopfO.,KreveldM.,OvermarsM.(Springer)2.ComputationalGeometry:AnIntroductionPreparataF.P.,ShamosM.I.(Springer)

CS1432 3006

Books:1.WirelessCommunications:Principles&PracticeRappaportT.S.(PearsonEd)2.WirelessCommunicationsandNetworksStallingsW.(PearsonEd)

7thsem(ElectiveII) Prerequisites:CS1302

IntroductiontowirelesscommunicationsystemsandnetworksWirelesstechnologies:Cellularwirelessnetworksandsystemsprinciples,antennasandradiopropagation,signalencodingandmodulationtechniques,spreadspectrum,codinganderrorcontrolWirelessNetworking:Multipleaccesstechniques,MobileIPandWAP,WirelesssystemsandstandardsWirelessLANs:WirelessLANtechnology,Wirelessstandard(IEEE802.11etc.),AdhocNetworks,Bluetooth

WirelessNetworks

CS1433 3006

Books:

InformationTheoryandCoding

7thsem(ElectiveII) Prerequisites:CS1203,CS1205

8.CodingTechniques:anintroductiontocompressionanderrorcontrolWadaG.(Palgrive)9.TheMathemeticsofCodingTheoryGarretP.(Pearson)

7.ErrorControlCodingforDataNetworkReedI.S.,ChenX.(Kluwer)

1.ElementsofInformationTheoryCoverT.M.,ThomasJ.A.(Wiley)2.InformationTheory,CodingandCryptographyBoseR.(TMH)

Introduction:Conceptofentropyandmutualinformation,applicationofentropyinfeatureextractionEntropyinstochasticprocesses:Entropyrates,markovchains,HiddenMarkovmodelsDataCompression:Kraftinequalityandoptimalcoding,Huffmancodesandoptimality,ShanonFanoEliascoding,ArithmeticcodesChannelcapacityandCoding:Differentchannelmodels,conceptofchannelcapacity,channelcodingtheorem,Fanosinequality,Huffmancodes,channelcapacitytheorem,Shanonslimit,Randomselectionofcodes,noiselesscodingErrorcontrolcodes:ConceptofLinearblockcodes,cycliccodes,BCHcodes,RScodes,ConvolutioncodesErrorCorrectingtechniques:Shortrandomerrorcorrectionbyerrortrapping,bursterrorcorrectionforblockcodesCodingandDigitalModulation:Trelliscodedmodulation

3.ErrorCorrectingCodingTheoryRheeM.Y.(McGrawHill)4.TheArtofErrorCorrectingCodingMorelosZaragozaR.H.(Wiley)5.IntroductiontoCodingandInformationTheoryRomanS.(Springer)6.FundamentalsofErrorCorrectingCodesHuffmanW.C.,PlessV.(Cambridge)

CS1434 3006

Books:

DistributedSystem


4.DistributedOperatingSystemSinhaP.K.(PHI)5.DistributedOperatingSystemsTanenbaumA.S.(PearsonEd)

1.DistributedSystems:ConceptsandDesignCoulourisG.,DollimoreJ.,KindbergT.(PearsonEd)2.AdvancedConceptsinOperatingSystemSinghalM.,ShivaratriN.G.(TMH)3.DistributedSystems:PrinciplesandParadigmsTanenbaumA.S.,SteenM.V.(PearsonEd)

Introduction:Conceptsofdistributedsystemanditsgeneralarchitecture,basicdesignissuesindistributedsystemNaming:Namingofentitiesandconceptofnamespace,namespaceimplementation,locatingmobileentitiesProcessManagement:Basicconceptsofprocessandthread,threadsindistributedsystem,codemigrationanditsmodels,migrationinheterogeneousenvironment,IntroductiontoRPCandRMISynchronization:Basicsynchronizationtechniques,physicalandlogicalclocks,clocksynchronizationalgorithms,globalstate,electionalgorithmsDistributedmutualexclusion:Requirements,typesandmodelsofmutualExclusionalgorithms,discussiononmutualexclusionalgorithmsDistributeddeadlockhandling:Introductiontodeadlock,deadlockpreventionandavoidancetechniques,deadlockdetection/resolutionalgorithmsAgreementprotocols:Basicconceptofagreementprotocols,differentagreementproblems,Byzantineagreementproblem,Consensusproblem,relationsamongagreementproblems,solutiontoByzantineagreementproblem,applicationofagreementalgorithm

CS1435 3006

Books:

DataMining

7thsem(ElectiveII) Prerequisites:CS1306

Introduction:Typesofdataminingproblems,processofdataminingStatisticalevaluationofbigdata:Statisticalprediction,performancemeasures,pitfallsindataminingevaluationDatapreparation:Datamodels,datatransformations,handlingofmissingdata,timedependentdata,textualdataDatareduction:Featureselection,principalcomponents,smoothingdata,casesubsamplingPredictivemodeling:Mathematicalmodels,linearmodels,neuralnets,advancedstatisticalmodels,distancesolutions,logicsolutions,decisiontrees,decisionrules,modelcombinationSolutionanalyses:Graphicaltrendanalyses,comparisonofmethodsFuturetrends:Textmining,visualization,distributeddata.Useofopensourcesoftware

1.DataMining:ConceptsandTechniquesHan,J.andKamber,M.(MorganKaufmann)2.IntroductiontoDataMiningTanP.,SteinbachM.,KumarV.(AddisonWesley)3.PrinciplesofDataMiningHandD.J.,MannilaH.,SmythP.(MITPress)

CS1436 3006

Books:


NaturalLanguageProcessing

Introduction:NLPtasksinsyntax,semantics,andpragmatics,applicationsininformationextraction,questionanswering,machinetranslation,problemofambiguity,roleofmachinelearning,briefhistoryNgramlanguagemodels:Roleoflanguagemodels,simpleNgrammodels,estimatingparametersandsmoothing,evaluatinglanguagemodelsPartofspeechtaggingandsequencelabeling:Lexicalsyntax,hiddenmarkovmodels,maximumentropymodels,conditionalRandomFieldsSyntacticparsing:Grammarformalismsandtreebanks,efficientparsingforCFGs,statisticalparsingandprobabilisticCFGs(PCFGs),lexicalizedPCFGsSemanticAnalysis:Lexicalsemanticsandwordsensedisambiguation,compositionalsemantics,semanticrolelabelingandsemanticparsing

1.SpeechandLanguageProcessingJurafskyD.,MartinJ.H.(PrenticeHall)2.FoundationsofStatisticalNaturalLanguageProcessingManningC.,SchtzeH.(MITPress)

CS1441 3006

Books:

CS1442 3006

Books:

AppliedParallelProgramming

8thsem(ElectiveIII) Prerequisites:CS1301

1.ProgrammingMassivelyParallelProcessors:AhandsonApproachKirkD.B.,HwuW.W.(MorganKaufmann)2.CUDAbyExample:AnIntroductiontoGeneralPurposeGPUProgrammingSandersJ.,KandrotE.(AddisonWesley)

Introduction,IntroductiontoCUDAC,CUDAParallelExecutionModelwithFermiupdates,CUDAfeatursanddebugging,Memorybandwidth,TiledConvolution,ParallelComputationPatternsReductionTrees,ParallelComputationPatternsPrefixSum(Scan),FloatingPointConsiderations,AtomicOperationsandHistogramming,MPIandCUDAProgramming

4.ProgrammingLanguages:PrinciplesandPracticeLoudenK.C.(AddisionWesley)

1.ProgrammingLanguagesPrattT.V.(PearsonEd)2.ProgrammingLanguages:PrinciplesandPracticeLoudenK.C.(AddisionWesley)

Introduction:Syntax,semanticsandpragmatics,formaltranslationmodelsVariables,Expressions&Statements:Bindingtimespectrum,variablesandexpressions,assignment,Ivaluesandrvalues,storageallocation,constantsandinitializationTypes:Primitivetypes,pointers,structuredtypes,coercion,notionoftypeequivalence,polymorphism,encapsulation,informationhidingandabstractionStoragemanagement:Static,dynamic,stackbased,heapbasedSequencecontrol:Implicitandexplicitsequencingwitharithmeticandnonarithmeticexpressions,sequencecontrolbetweenstatementsSubprogramcontrol:Subprogramsequencecontrol,datacontrolandreferencingenvironments,parameterpassing,staticanddynamicscope,blockstructure

3.ProgrammingLanguages:PrinciplesandParadigmsTuckerA.,NoonanR.(TMH)

PrinciplesofProgrammingLanguage


CS1443 3006

Books:1.PatternRecognition:Statistical,StructuralandNeuralApproachesSchalkoffR.J.(Wiley)2.PatternClassificationandSceneAnalysisDudaR.O.,HartP.E.(Wiley)3.StructuralmethodsinPatternRecognitionMicletL.(NorthOxfordAcademic)

PatternRecognition


Introduction:Introductiontopatternrecognition,applicationsofpatternrecognition,statistical,neuralandstructuralapproachesStatisticalPatternRecognition:Patternsandclassifications,discriminantfunctions,Bayesdecisionrule,Nearestneighbourrule,probabilityoferrorLinearDiscriminantfunctions:Perceptronsandtraining,LMSEapproaches,unsupervisedlearningandclustering,featureextractionSyntacticPatternRecognition:Formallanguagesandgrammars,patterngrammarsandhigherdimensionalgrammars,parsing,automatarealizations,stochasticgrammars,grammaticalinterference,computationlearningtheory,Valiantsframework

CS1444 3006

Books:

CryptographyandSecurity


1.CryptographyTheoryandPracticeStinsonD.(Chapman&Hall/CRC)2.CryptographyandSecurityShyamalaC.K.,HariniN.,PadmanabhanT.R.(WileyIndia)3.FoundationsofCryptography,vol.Iandvol.IIGoldreichO.(CambridgePress)

IntroductionandMathematicalFoundations:Introduction,OverviewonModernCryptography,NumberTheoryProbabilityandInformationTheoryCryptosystems:ClassicalCryptosystems,CryptanalysisofClassicalCryptosystems,ShannonsTheorySymmetricKeyCiphers:DES,AESCryptanalysisofSymmetricKeyCiphers:LinearCryptanalysis,DifferentialCryptanalysis,OtherCryptanalyticTechniques,OverviewonSBoxDesignPrinciples,ModesofoperationofBlockCiphersStreamCiphers:Pseudorandomfunctions,HashfunctionsTheMerkleDamgardConstruction,MessageAuthenticationCodes(MACs)AsymmetricKeyCiphers:RSACryptosystem,PrimalityTesting,FactoringAlgorithms,DiscreteLogarithmProblem(DLP)andtheDiffieHellmanKeyExchangealgorithm,ElGamalEncryptionAlgorithm,CryptanalysisofDLPAsymmetricKeyCryptography:EllipticcurvebasedcryptographySecurity:SecretSharingSchemes,Kerberos,PrettyGoodPrivacy(PGP),SecureSocketLayer

4.AnIntroductiontoMathematicalCryptographyHoffstein,Pipher,Silvermman(Springer)5.AlgorithmicCryptanalysisJouxA.(CRCPress)6.Cryptography&NetworkSecurityForouzanB.A.(TMH)7.CryptographyandNetworkSecurityStallingsW.(TMH)8.NumberTheoryTelangS.G.(TMH)

CS1445 3006

Books:1.HighLevelSynthesis:IntroductiontoChipandSystemDesignGajskiD.D.,DuttN.D.,WuA.C.H.,LinS.Y.L.(Springer)2.VerilogHDL:AGuidetoDigitalDesignandSynthesisPalnitkarS.(PrenticeHall)3.SynthesisandoptimizationofdigitalcircuitsMicheliG.D.(TMH)4.LogicinComputerSciencemodelingandreasoningaboutsystemsHuthM.,RyanM.(CambridgePress)5.EssentialsofElectronicTestingforDigital,Memory&MixedSignalCircuitsBushnell,Agrawal(KluwerAcademicPublishers)

Introduction:DigitalVLSIDesignFlowSpecification,HighlevelSynthesis,RTLDesign,LogicOptimization,VerificationandTestPlanning,DesignRepresentation,HardwareSpecificTransformationsScheduling,AllocationandBinding:BasicSchedulingAlgorithms(TimeconstrainedandResourceConstrained),AllocationStepsUnitSelection,FunctionalUnitBinding,StorageBinding,InterconnectBinding,AllocationTechniquesCliquePartitioning,LeftEdgeAlgorithm,IterativeRefinementLogicOptimizationandSynthesis:HeuristicMinimizationofTwoLevelCircuits,FiniteStateMachineSynthesis,MultiLevelLogicSynthesis,MultiLevelMinimizationBinaryDecisionDiagram:Introductionandconstruction,ReductionrulesandAlgorithms,OperationonBDDsanditsAlgorithms,RepresentationofSequentialCircuitsTemporalLogic:IntroductionandBasicOperators,SyntaxandSemanticsofLTL,CTLandCLT*,EquivalenceandExpressivePowerDigitalTesting:Introduction,TestprocessandTesteconomics,Functionalvs.StructuralTestingDefects,Errors,FaultsandFaultModeling(stuckatfaultmodeling),FaultEquivalence,FaultDominance,FaultCollapsingandCheckpointTheoremFaultSimulation:CircuitModelingandAlgorithmsforFaultSimulation,SerialFaultSimulation,ParallelFaultSimulation,DeductiveFaultSimulation,ConcurrentFaultSimulationCircuitTesting:IntroductiontoAutomaticTestPatternGeneration(ATPG)andATPGAlgebras,DCalculusandDAlgorithm,BasicsofPODEMandFAN,ATPGforSingleClockSynchronousCircuits,IntroductiontoBISTarchitectureBISTTestPatternGeneration

VLSIDesign,TestandVerification

8thsem(ElectiveIII) Prerequisites:CS1301,CS1401,CS1404

CS1446 3006

Books:

LinuxOperatingSystem

8thsem(ElectiveIII)

1.LinuxKernelDevelopmentLoveR.(PearsonEducation)2.UnderstandingtheLinuxKernelBovetD.P.(O'reilly)

Prerequisites:CS1304

Introduction,Processmanagement,Processscheduling,Systemcalls,Interruptsandinterrupthandlers,Memorymanagement,VFS,BlockI/Olayer

CS1451 3006

Books:

IntroductiontoNetworkCalculus

8thsem(ElectiveIV)

NetworkCalculus:ModelsforDataFlows,ArrivalCurves,ServiceCurves,NetworkCalculusBasics,GreedyShapers,MaximumServiceCurve,VariableandFixedDelay,HandlingVariableLengthPackets,LosslessEffectiveBandwidthandEquivalentCapacityMathematicalBackground:BasicMinplusandMaxplusCalculus,MinPlusCalculus,MaxPlusCalculus,MinplusandMaxPlusSystemTheory,MinPlusandMaxPlusOperators,ClosureofanOperatorApplicationofNetworkCalculustotheInternet:GPSandGuaranteedRateSchedulers,TheIntegratedServicesModeloftheIETF,Schedulability,ApplicationtoDifferentiatedServicesOptimalMultimediaSmoothing:ConstraintsImposedbyLosslessSmoothing,MinimalRequirementsonDelaysandPlaybackBuffer,OptimalSmoothingStrategies,OptimalConstantRateSmoothing,OptimalSmoothingversusGreedyShaping,ComparisonwithDelayEqualizationFIFOSystemsandAggregateScheduling:Introduction,GeneralBoundsforAggregateScheduling,StabilityofaNetworkwithAggregateScheduling,BoundsforaFIFOServiceCurveElement,BoundsforaNetworkofFIFOCBRServersPacketScaleRateGuarantees:Introduction,AdaptiveGuarantee,ApplicationtotheInternetPacketScaleRateGuaranteeTimeVaryingShapers:Introduction,TimeVaryingShapers,TimeInvariantShaperwithNonzeroInitialConditions,TimeVaryingLeakyBucketShaperStochasticNetworkCalculus:TrafficModelsforStochasticNetworkCalculus,ServerModelsforStochasticNetworkCalculus,BasicPropertiesofStochasticNetworkCalculus,AnalysisonSchedulingDisciplines

1.NetworkCalculusLeBoudecJ.Y.,ThiranP.(Springer,LNCS2050)2.StochasticNetworkCalculusJiangY.,LiuY.(Springer)

3.CommunicationNetworking:AnAnalyticalApproachKumarA.,ManjunathD.,KuriJ.(Elsevier)

Prerequisites:CS1203,CS1205,CS1302,CS1423

CS1452 3006

Books:

CS1453 3006

Books:

8thsem(ElectiveIV) Prerequisites:CS1205,CS1302,CS1432

1.WirelessSensorNetworks:AnInformationProcessingApproachZhaoF.,GuibasL.(Elsevier)2.HandbookofSensorNetworks:AlgorithmsandArchitecturesStojmenoviI.,Cacute(Wiley)

Introductiontosensornetwork,Uniqueconstraintsandchallenges,LocalizationandTracking,NetworkingSensors,Infrastructureestablishment,SensorTaskingandControl,Sensornetworkdatabases,SensorNetworkPlatformsandtools,IndustrialApplicationsandResearchdirections

LogicofComputerScience

8thsem(ElectiveIV) Prerequisites:CS1203,CS1204,CS1402

1.LogicforApplicationsNerodeA.,ShoreR.A.(Springer)2.FirstOrderLogicandAutomatedTheoremProvingFittingM.(Springer)3.MathematicalLogicforComputerScienceBenAriM.(Springer)

PropositionalLogic:OrdersandTrees,Propositions,Connectives,TruthTables,TruthAssignments,Valuations,TableauProofsinPropositionalCalculus,SoundnessandCompletenessofTableauProofs,DeductionsfromPremisesandCompactness,Resolution,RefiningResolution,LinearResolution,HornClauseandPROLOGPredicateLogic:PredicatesandQuantifiers,TermsandFormulas,FormationTrees,Structures,Lists,SemanticsMeaningandTruth,ProofsCompleteSystematicTableaux,SoundnessandCompletenessofTableauProofs,PrenexNormalForm,Skolemization,Herbrand'sTheorem,Uification,UnificationAlgorithm,Resolution,LinearResolutionModalLogic:PossibilityandNecessity,KnowledgeorBelief,FramesandForcing,ModalTableaux,SoundnessandCompleteness

WirelessSensorNetwork

CS1454 3006

Books:

CS1455 3006

Books:

SpeechProcessing

8thsem(ElectiveIV) Prerequisites:CS1205

1.LogicinComputerScience:ModellingandReasoningaboutSystemsHuthM.,RyanM.(CambridgeUniversityPress)2.HigherOrderLogicandHardwareVerificationMelhamT.F.(CambridgeUniversityPress)3.ModelCheckingClarkeE.M.,GrumbergO.,PeledD.(MITPress)

Introduction:Formalmethodsandhardwareverification,ReviewofPropositionalCalculusandPredicateCalculus,AxiomsandrulesofFloydHoareLogic,ApplicationofFloydHoarelogictoverifyhardwarecircuits,DescribinghardwaredirectlyinhigherorderlogicCircuitrepresentation:Combinationalandsequentialbehaviourofcircuits,Specificationofhardwaresystems,ConceptofOBDDsandROBDDsandoperationonROBDDsStatespaceexplosionproblem:Symbolicdatastructureandsymbolicmodelcheckingalgorithms,ConceptofontheflymodelcheckingandautomatatheoreticmodelcheckingStudyofverificationtools:SMVandPVS

4.SymbolicModelCheckingMcMillanK.L.(KluwerAcademicPublisher)

Fundamentalsofspeechscience,Modelingspeechproduction,Shorttermprocessingofspeech,Linearpredictionanalysis,Cepstralanalysis,Speechcodingandsynthesis,Speechenhancement,RecognitionusingtemplatesandDTW,RecognitionusinghiddenMarkovmodels

1.DiscreteTimeProcessingofSpeechSignalsDellerJ.,HansenJ.,ProakisJ.(WileyIEEE)2.DigitalProcessingofSpeechSignalsRabiner,Schafer(PrenticeHall)

3.DiscreteTimeSpeechSignalProcessing:PrinciplesandPracticeQuatieriT.F.(PrenticeHall)

FormalMethodsofSystemVerification

8thsem(ElectiveIV) Prerequisites:CS1205

CS1456 3006

Books:

NetworkStorageManagement

8thsem(ElectiveIV) Prerequisites:CS1304,CS1307

1.InformationStorageandManagementStoring,ManagingandprotectingDigitalinformationEd.bySomasundaramG.,ShrivastavaA.(Wiley)

StorageSystem:introduction,storagesystemenvironmentDiskdrivecomponents,DataprotectionRAID,IntelligentstoragesystemStoragenetworkingtechnologiesandvirtualizaton:Directattachedstorage,introductiontoSCSI,SAN,Networkattachstorage,IPSAN,contentaddressedstorage,virtualizationBusinessContinuity:BackupandrecoveryStoragesecurityandmanagement

CS1471 3006

Books:1.NeuralNetworks:AcomprehensivefoundationHaykinS.(PearsonEducation)2.NeuralNetworks:AclassroomapproachKumarS.(TMH)3.ArtificialNeuralNetworksSchalkoffR.J.(McGrawHill)4.ArtificialNeuralNetworks:TheoryandApplicationsPattersonD.W.(PrenticeHall)

NeuralNetwork

Introduction:Biologicalneuronsandartificialneurons,ModelofanANN,ActivationfunctionsusedinANNs,TypicalclassesofnetworkarchitecturesMathematicalFoundationsandLearningmechanisms:Revisitingvectorandmatrixalgebra,Statespaceconcepts,Conceptsofoptimization,Errorcorrectionlearning,Memorybasedlearning,Hebbianlearning,CompetitivelearningSinglelayerperceptrons:Structureandlearningofperceptrons,PatternclassifierintroductionandBayes'classifiers,Perceptronasapatternclassifier,Perceptronconvergence,LimitationsofaperceptronsFeedforwardANN:StructuresofMultilayerfeedforwardnetworks,Backpropagationalgorithm,Backpropagationtrainingandconvergence,Functionalapproximationwithbackpropagation,PracticalanddesignissuesofbackpropagationlearningRadialBasisFunctionNetworks:Patternseparabilityandinterpolation,RegularizationTheory,RegularizationandRBFnetworks,RBFnetworkdesignandtraining,ApproximationpropertiesofRBFSupportVectormachines:Linearseparabilityandoptimalhyperplane,Determinationofoptimalhyperplane,Optimalhyperplanefornonseparablepatterns,DesignofanSVM,ExamplesofSVMCompetitiveLearningandSelforganizingANN:Generalclusteringprocedures,LearningVectorQuantization(LVQ),Competitivelearningalgorithmsandarchitectures,Selforganizingfeaturemaps,Propertiesoffeaturemaps

8thsem(OpenElective) Prerequisites:None

5.IntroductiontotheTheoryofNeuralComputationHertz,Krogh,Palmer(AddisonWesley)

CS1472 3006

Books:

Modelsfortimeseries:Timeseriesdata,Trend,seasonality,cyclesandresiduals,Stationaryprocesses,Autoregressiveprocesses,Movingaverageprocesses,WhitenoiseModelsofstationaryprocesses:Purelyindeterministicprocesses,ARMAprocesses,ARIMAprocesses,Estimationoftheautocovariancefunction,IdentifyingaMA(q)process,IdentifyinganAR(p)process,DistributionsoftheACFandPACFSpectralmethods:DiscreteFouriertransform,Spectraldensity,AnalysingtheeffectsofsmoothingEstimationofthespectrum:Periodogram,Distributionofspectralestimates,FastFouriertransformLinearfilters:FilterTheorem,Applicationtoautoregressiveprocesses,Applicationtomovingaverageprocesses,Generallinearprocess,FiltersandARMAprocesses,CalculatingautocovariancesinARMAmodelsEstimationoftrendandseasonality:Movingaverages,Centredmovingaverages,SlutzkyYuleeffect,Exponentialsmoothing,CalculationofseasonalindicesFittingARIMAmodels:BoxJenkinsprocedure,Identification,Estimation,Verification,Testsforwhitenoise,ForecastingwithARMAmodelsStatespacemodels:Modelswithunobservedstates,Kalmanfilter,Prediction,Parameterestimation

TimeSeriesAnalysis

8thsem(OpenElective) Prerequisites:MA1201(Prob.&Statistics)

1.TimeSeries:TheoryandMethodsBrockwellP.J.,DavisR.A.(Springer)2.TheAnalysisofTimeSeries:TheoryandPracticeChatfieldC.(ChapmanandHall)3.TimeSeriesKendallM.(CharlesGriffin)

4.TimeSeriesAnalysisForecastingandControlBoxG.E.P.,JenkinsG.,ReinselG.(PearsonEducation)

CS1481 3006

Books:

SoftComputingTechniquesforNonlinearOptimization

SoftandhardcomputingGA:Gene,Chromisome,Allele,Schematatheory,genotype,phenotype,competitionandSelectiondifferenttypes,Crossoverdifferenttechniques,elitism,mutationdifferenttypes,stoppingcriteria,FlowchartofGAEvolutionaryalgorithm:SimulatedAnnealing,Evlutionaryprogramming,HillclimbingFuzzy:Membershipfunction,fuzzyficationfunction,fuzzyoperator,inferencerules,defuzzyficationExplorationandexploitationPSO,AntColonyOptimization


1.GeneticAlgorithmsinSearch,Optimization,andMachineLearningGoldbergD.E.(AddisonWesley)2.NeuralNetwork,FuzzyLogic,andGeneticAlgorithms:SynthesisandApplicationsRajasekaranS.,PaiG.A.V.(PHI)3.SoftComputingandIntelligentSystems:TheoryandApplicationSinhaN.K.,GuptaM.M.(AcademicPress)

CS1482 3006

Books:

3.CloudSecurityKrutzR.,VinesR.D.(WileyIndia)

Introduction:Definition,Characteristics,Components,Cloudprovider,SAAS,PAAS,IAASandOthers,Organizationalscenariosofclouds,Administering&Monitoringcloudservices,benefitsandlimitations,Deployapplicationovercloud,ComparisonamongSAAS,PAAS,IAASCloudcomputingplatforms:Infrastructureasservice:AmazonEC2,PlatformasService:GoogleAppEngine,MicrosoftAzure,UtilityComputing,ElasticComputingCloudTechnologies:StudyofHypervisors,CompareSOAPandRESTWebservices:SOAPandREST,SOAPversusREST,AJAXasynchronous'rich'interfaces,MashupsuserinterfaceservicesVirtualization:Virtualmachinetechnology,virtualizationapplicationsinenterprises,PitfallsofvirtualizationMultitenantsoftware:Multientitysupport,Multischemaapproach,Multitenanceusingclouddatastores,DataaccesscontrolforenterpriseapplicationsDatainthecloud:Relationaldatabases,CloudfilesystemsGFSandHDFS,BigTable,HBaseandDynamoMapReduceandextensions:Parallelcomputing,ThemapReducemodel,ParallelefficiencyofMapReduce,RelationaloperationsusingMapReduce,EnterprisebatchprocessingusingMapReduce,Introductiontoclouddevelopment,Example/ApplicationofMapreduce,FeaturesandcomparisonsamongGFS,HDFSetc,MapReducemodelCloudsecurity:Vulnerabilityassessmenttoolforcloud,PrivacyandSecurityincloud,ArchitecturalConsiderationsGeneralIssues,TrustedCloudcomputing,SecureExecutionEnvironmentsandCommunications,SecuritychallengesVirtualizationsecuritymanagementvirtualthreats,VMSecurityRecommendations,VMSpecificSecuritytechniques,SecureExecutionEnvironmentsandCommunicationsincloudIssues:ImplementingrealtimeapplicationovercloudplatformIssuesinIntercloudenvironments,QOSIssuesinCloud,Dependability,datamigration,streaminginCloud.QualityofService(QoS)monitoringinaCloudcomputingenvironment

CloudComputing


1.CloudComputingforDummiesHurwitzJ.,BloorR.,KanfmanM.,HalperF.(WileyIndia)2.EnterpriseCloudComputingShroffG.(CambridgeUniversityPress)

Semester Credits

ICS15013006

CS15023006

ElectiveI3006

ElectiveII3006 24

IICS15033006

CS15043006

ElectiveIII3006

ElectiveIV3006 24

III 22

IV 22

92

SemesterwiseM.Tech.coursestructure

ElectiveI,II,III,andIVshallbetakenfromthelistofsubjectsmentionedunderElectiveI,II,III,andIVforB.Techrespectively.

CSE

TotalCredit

Thesis002222Thesis

002222

CS1501 3006

Books:

2.ElementsoftheTheoryofComputationLewisH.R.,PapadimitriouC.H.(PearsonEd)3.IntroductiontoLanguagesandtheTheoryofComputationMartinJ.C.(TMH)4.IntroductiontotheTheoryofComputationSipserM.(PWSPublishing)5.IntroductiontoComputabilityHennieF.C.(AddisonWesley)6.TheTheoryofComputationMoretB.M.(PearsonEd)7.PrinciplesofCompilerDesignAhoA.V.,UllmanJ.D.(NarosaPub.)8.PrinciplesofCompilerDesignRaghavanV.(McGrawHill)

FundamentalsofComputerScienceI

1stsem Prerequisites:None

PartI:ChurchTuringthesis,Hilbert'sproblem,decidability,haltingproblem,reducibility,timeandspacecomplexity,ClassesP,NP,NPcomplete,PSPACE,andPSPACEcomplete,intractability

PartII:Specificationoftokens,recognitionoftokens,automatictools,topdownandbottomupparsingtechniques,constructionofefficientparsers,syntaxdirectedtranslation,automatictools,declarationprocessing,typechecking,symboltables,errorrecovery,Intermediatecodegeneration,Codegeneration,flowgraphs,registerallocation

1.IntroductiontoAutomataTheory,Languages,andComputationHopcroftJ.E.,UllmanJ.D.(Narosa

CS1502 3006

Books:

AdvancedDataStructure

1stsem Prerequisites:None

Priorityqueue,Binomial,Fibonacci,andPairingHeaps,DoubleEndedPriorityQueuesHashtables,balancedbinarysearchtrees,Splaytrees,RandomizedDictionaryStructuresMultidimensionalSpatialDataStructures,QuadtreesandOctrees,BinarySpacePartitioningTrees,RtreesTries,SuffixTreesandSuffixArrays,PQTreesApplicationofdatastructureinInformationretrieval,datamining,imageprocessing

1.HandbookofDataStructuresandApplicationsSahniS.(CRCPress)2.IntroductiontoAlgorithmsCormenT.H.,LeisersonC.E.,RivestR.L.,SteinC.(MITPress)3.AlgorithmDesignKleinbergJ.,TardosE.(AddisonWesley)

CS1503 3006FundamentalsofComputerScienceII

2ndsem Prerequisites:None

1.AdvancedComputerArchitectures:ADesignSpaceApproach)SimaD.,FountainT.,KacsukP.2.AdvancedComputerArchitecture:Parallelism,Scalability,ProgrammabilityHwangK.(TMH)3.ComputerArchitecture:AQuantitativeApproachHennessyJ.L.,PattersonD.A.(Elsevier)

8.TheDesignandImplementationofthe4.4BSDOperatingSystemMcKusickM.K.(AddisonWesley)

PartI:StudyofmajorOperatingSystemissuessuchasMemoryManagement,ProcessManagementandScheduling,FileSystems,NetworkingbylookingattheinternalsofactualsystemssuchasUnix,Linux,NTetc.Issuesindesignofdistributedoperatingsystems.SelectedcasestudiessuchasAmoeba,Chorus,Machetc

PartII:Evolutionofcomputerarchitecture,Flynn'sClassification,TypesofParallelism,PerformanceMetrics,DifferentParallelComputermodels,InstructionlevelparallelismBasicconcept,DependencyAnalysis,PartitioningandScheduling,PipelinearchitecturePrinciples&generalstructuresofpipeline,linear&nonlinearmodel,pipelinedinstructionprocessing(arithmetic,Boolean,load/store)

4.OperatingsystemconceptsSilberschatzA.,GalvinP.B.,GagneG.(Wiley)5.OperatingSystemsStallingsW.(PearsonEd.)6.ModernOperatingSystemsTanenbaumA.S.(PHI)7.TheMagicGardenExplained:TheInternalsofUnixSystemVRelease4GoodheartB.,CoxJ.(PHI)

CS1504 3006

Books:

3.FundamentalsofDatabaseSystemsElmasriR.,NavatheS.B.(AddisonWesley)4.Database:Principles,Programming,PerformanceONeilP.(MorganKaufmann)5.DatabaseModeling&DesignTheoreyT.J.(MorganKaufmann)

AdvancedDatabaseManagementSystem

2ndsem Prerequisites:None

1.DatabaseManagementSystemsRamakrishnanR.,GehrkeJ.(McGrawHill)

Queryprocessing:Measuresofquerycosts,selectionoperation,sorting,joinoperation,evaluationofexpressionsQueryoptimization:TranslationofSQLqueriestorelationalalgebra,heuristicapproachandcostbasedoptimizationRecovery:Serializibility,locking,systemlog,undoingandredoingExtendedentityrelationshipmodelandobjectmodel,objectorienteddatabases,ObjectrelationalandextendedrelationaldatabasesParallelanddistributeddatabases,XMLandInternetdatabase,Activedatabase

2.DatabaseManagementSystemsSilberschatz,A.,KorthH.F.,SudarshanS.(McGrawHill)

Documents

CSE Course From 2012