RGPV 5th Sem Computer Science & Engineering Syllabus | RGPV CBGS 5th Sem CSE Syllabus
Now RGPV introduced new schemes for those students who are studying in the 3rd year 5th sem of RGPV and their affiliated institutes. In this post we are going to share RGPV CBGS 5th sem syllabus for Computer science engineering branch students. Please read it very carefully and also share RGPV CBGS 5th sem Computer science and engineering subject list . It contain 7-8 subjects with 1 elective subjects in CSE branch i.e.Data Communication; Operating System; Data Base Management System; Computer Graphics & Multimedia; Elective-I (Object Oriented Analysis & Design ; Cyber Security ; Artificial Intelligence); Computer Programming V(Unix/Linux Lab); Management Skill Development **(Internal Assessment); Innovative Thinking**(Internal Assessment) .If you want to download 5th sem CSE syllabus please go below the post.
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RGPV 5rd sem syllabus <> RGPV 6th Sem Syllabus
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RGPV CBGS 5th Sem CSE Subjects
List of Subjects RGPV CBGS 5th Sem Computer science &
Engineering
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S. No.
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Subject Code
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Subject Name
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1
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CS-5001
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Data Communication
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2
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CS-5002
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Operating System
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3
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CS-5003
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Data Base Management System
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4
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CS-5004
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Computer Graphics & Multimedia
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5
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CS-5005
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Elective-I (Object Oriented Analysis & Design ; Cyber Security ; Artificial Intelligence)
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6
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CS-5006
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Computer Programming V(Unix/Linux Lab)
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7
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CS-5007
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Management Skill Development **(Internal Assessment)
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8
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CS-5008
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Innovative Thinking**(Internal Assessment)
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Download RGPV CBGS 5th Sem CSE Syllabus
RAJIV GANDHI
PROUDYOGIKI VISHWAVIDYALAYA, BHOPAL
Credit Based
Grading System
Computer Science
and Engineering V-Semester
CS-5001 Data
Communication
RATIONALE:
The purpose of this subject is to cover the underlying concepts and techniques
used in Data communication. In this subject, various principles, standards for
communication over different type of Communication Media are discussed.
PREREQUISITE
:- The students should have general idea about the analog and digital
communication.
UNIT
:- I
Data
Communication: Introduction, Components, data representation, data flow and
basic model , Serial & Parallel transmission , Modes of data transmission,
Encoding: Unipolar, Polar, Bipolar, Line & Block codes. Data compression:
Lossy & Lossless techniques. Review of analog & digital transmission
methods.
UNIT:-2
Multiplexing:
Introduction & History, FDM, TDM, WDM, Synchronous & Statistical TDM.
Spread spectrum: Frequency Hopping & Direct Sequence. Terminal handling
& Polling. Network Switching Techniques: Circuit, Message, Packet &
Hybrid. X.25, ISDN.
UNIT:-3
Physical
Layer: Introduction, Interface, Standards, EIA-232-D, RJ-45, RJ-11, BNC
connector & EIA-449 digital Interface: Connection, specifications &
configuration. Modem: Types, features, signal constellation, block schematic.
Connecting Devices: Active and Passive Hubs, Repeaters, Bridges, Two &
Three layer switches & Gateway. Network Topologies and their comparative
study.
UNIT:-4
Transmission
Media: Transmission line characteristics, distortions, Crosstalk. Guided Media:
Twisted Pair, Baseband & Broadband Coaxial, Fiber Optic Cable. Unguided
media: Electromagnetic polarization , Rays and waves front , Electromagnetic
spectrum, Radiation & Propagation of Waves, Inverse square law , Wave
attenuation and absorption, Terrestrial Propagation, Skip distance , Radio
waves, Microwave , Infrared & Satellite Communication system . Telephone
Network: Components, LATAs, signaling and Services, Digital Subscriber Line:
ADSL, HDSL, SDSL, VDSL, Cable TV network for data transfer.
UNIT:-5
Transmission
Errors : Content Error , Flow integrity error , Error detection ,Error
correction , Bit error rate. Error detection & Correction methods: Parity
checking, Checksum Error Detection, Cyclic Redundancy Check , Hamming Distance
, Interleaved codes , Block Parity , Convolution code, Hardware Implementation,
Checksum .
Suggested
Text Books:
1. Gupta Prakash C. “Data communication”,
PHI Learning
2. Forouzan, “Data communication and
Networking”, 5e, TATA Mc Graw
3. Godbole A., “Data Communication &
Network” , TMH
4. Miller, “ Data Network and
Communication”, Cengage Delmar Learning
5. Stallings William, “Data & Computer
Communication”, Pearson Education
Suggested
Reference Books:
1. Tanenbum A.S. “Computer Network”,
Pearson Education.
2. Kennedy G., “Communication Systems” MGH
RAJIV GANDHI
PROUDYOGIKI VISHWAVIDYALAYA, BHOPAL
Credit Based
Grading System
Computer Science
and Engineering V-Semester
CS-5002 (Operating
System)
RATIONALE:
The purpose of this subject is to cover the underlying concepts Operating
System
.This
syllabus provides a comprehensive introduction of Operating System, Process
Management, Memory Management, File Management and I/O management.
PREREQUISITE:-
The students should have general idea about Operating System Concept, types of
Operating System and their functionality.
Unit
I
Introduction
to System Programs & Operating Systems, Evolution of Operating System
(mainframe, desktop, multiprocessor, Distributed, Network Operating System,
Clustered & Handheld System), Operating system services, Operating system
structure, System Call & System Boots, Operating system design &
Implementations, System protection, Buffering & Spooling . Types of
Operating System: Bare machine, Batch Processing, Real Time, Multitasking &
Multiprogramming, time-sharing system.
Unit
II
File:
concepts, access methods, free space managements, allocation methods, directory
systems, protection, organization ,sharing & implementation issues, Disk
& Drum Scheduling, I/0 devices organization, I/0 devices organization, I/0
buffering, I/O Hardware, Kernel I/O subsystem, Transforming I/O request to
hardware operations. Device Driver: Path managements, Sub module, Procedure,
Scheduler, Handler, Interrupt Service Routine. File system in Linux &
Windows
Unit
III
Process:
Concept, Process Control Blocks(PCB), Scheduling criteria Preemptive & non
Preemptive process scheduling, Scheduling algorithms, algorithm evaluation,
multiple processor scheduling, real time scheduling, operations on processes,
threads, inter process communication, precedence graphs, critical section
problem, semaphores, classical problems of synchronization. Deadlock:
Characterization, Methods for deadlock handling, deadlock prevention, deadlock
avoidance, deadlock detection, recovery from deadlock, Process Management in
Linux.
Unit
IV
Memory
Hierarchy, Concepts of memory management, MFT & MVT, logical and physical
address space, swapping, contiguous and non-contiguous allocation, paging,
segmentation, and paging combined with segmentation. Structure &
implementation of Page table.Concepts of virtual memory, Cache Memory
Organization, demand paging, page replacement algorithms, allocation of frames,
thrashing, demand segmentation.
Unit
V
Distributed
operating system:-Types, Design issues, File system, Remote file access, RPC,
RMI, Distributed Shared Memory(DSM), Basic Concept of Parallel Processing &
Concurent Programming Security & threats protection: Security violation
through Parameter, Computer Worms & Virus, Security Design Principle,
Authentications, Protection Mechanisms. introduction to Sensor network and
parallel operating system. Case study of Unix, Linux & Windows,
Suggested
Reading:
1. Silberschatz ,”Operating system”,
Willey Pub.
2. Dhamdhere, ”Operating System”,TMH.
3. Tannanbaum, “Modern operating
system”,PHI Learning
4. Achyut S Godbole,”Operating System”,
TMH.
5. William stalling, “operating system”
Pearson Edu.
6. Deitel & Deitel, “Operating
Systems”, Pearson Edu.
7. Haldar, “Operating System”, Pearson
Edu.
List of Experiment
1. Write a program to implement FCFS CPU scheduling algorithm.
2. Write a program to implement SJF CPU scheduling algorithm.
3. Write a program to implement Priority CPU Scheduling
algorithm.
4. Write a program to implement Round Robin CPU scheduling
algorithm.
5. Write a program to compare various CPU Scheduling Algorithms
over different Scheduling Criteria.
6. Write a program to implement classical inter process
communication problem(producer consumer).
7. Write a program to implement classical inter process
communication problem(Reader Writers).
8. Write a program to implement classical inter process
communication problem(Dining_Philosophers).
9. Write a program to implement & Compare various page
replacement algorithm.
10. Write a program to implement & Compare various Disk &
Drum scheduling Algorithms
11. Write a program to implement Banker’s algorithms.
12. Write a program to implement Remote Proccedure Call(RPC).
13. Write a Devices Drivers for any Device or pheriperal.
RAJIV
GANDHI PROUDYOGIKI VISHWAVIDYALAYA, BHOPAL
Credit
Based Grading System
Computer
Science and Engineering V-Semester
CS-5003
(Database Management System)
RATIONALE:
The purpose of this subject is to cover the underlying concepts and techniques
used increating a Data Base System. These techniques can be used in Software
Developments.
PREREQUISITE:
The students should have a general idea about data base concept, data models
and SQL statements.
Unit
I
DBMS
Concepts and architecture Introduction, Database approach v/s Traditional file
accessing approach, Advantages, of database systems, Data models, Schemas and
instances, Data independence, Data Base Language and interfaces, Overall
Database Structure, Functions of DBA and designer, ER data model:Entitles and
attributes, Entity types, Defining the E-R diagram,Concept of Generalization,
Aggregation and Specialization. transforming ER diagram into the tables. Various
other data models object oriented data Model, Network data model, and
Relational data model, Comparison between the three types of models.
Unit
II
Relational
Data models: Domains, Tuples, Attributes, Relations, Characteristics of
relations, Keys, Key attributes of relation, Relational database, Schemas,
Integrity constraints. Referential integrity, Intension and Extension,
Relational Query languages:SQL-DDL, DML, integrity constraints, Complex
queries, various joins, indexing, triggers, ssertions,Relational algebra and
relational calculus, Relational algebra operations like select, Project,Join,
Division, outer union. Types of relational calculus i.e. Tuple oriented and
domain oriented relational calculus and its operations.
Unit
III
Data
Base Design: Introduction to normalization, Normal forms, Functional
dependency, Decomposition, Dependency preservation and losless join, problems
with null valued and dangling tuples, multivalued dependencies.Query
Optimization: Introduction, steps of optimization, various algorithms to
implement select, project and join operations of relational algebra,
optimization methods: heuristic based, cost estimation based.
Unit
IV
Transaction
Processing Concepts: - Transaction System, Testing of Serilizability,
Serializability of schedules, conflict & view serializable schedule,
recoverability, Recovery from transaction failures. Log based recovery.
Checkpoints deadlock handling. Concurrency Control Techniques: - Concurrency Control,
locking Techniques for concurrency control, time stamping protocols for
concurrency control, validation based protocol, multiple granularity. Multi
version schemes, Recovery with concurrent transaction. Introduction to
Distributed databases, data mining, data warehousing, Object Technology and
DBMS, Comparative study of OODBMS Vs DBMS . Temporal, Deductive, Multimedia,
Web & Mobile database.
Unit
V
Study
of Relational Database Management Systems through Oracle/Postgres SQL/MySQL:
Architecture, physical files, memory structures, background process. Concept of
table spaces, segments, extents and block. Dedicated server, multi threaded
server. Distributed database, database links, and snapshot. Data dictionary,
dynamic performance view.Security, role management, privilege management,
profiles, invoker defined security model. SQL queries, Data extraction from
single, multiple tables equi-join, non equi-join, self-join, outer join. Usage
of like, any, all, exists, in Special operators. Hierarchical queries, inline
queries, flashback queries. Introduction of ANSI SQL, anonymous block, nested
anonymous block, branching and looping constructs in ANSI SQL. Cursor
management: nested and parameterized cursors, Oracle exception handling
mechanism. Stored procedures, in, out, in out type parameters, usage of
parameters in procedures. User defined functions their limitations. Triggers,
mutating errors, instead of triggers.
Suggested
Reading:-
1. Date C J, “An Introduction To Database
System”, Pearson Educations
2. Korth, Silbertz, Sudarshan, “Fundamental
of Database System”, McGraw Hill
3. Rob, “ Data Base System:Design
Implementation & Management”, Cengage Learninig
4. Elmasri, Navathe, “Fundamentals Of
Database Systems”, Pearson Educations
5
. Atul Kahate , “ Introduction to Database Management System”, Pearson
Educations
6. Oracle 9i Database Administration
Fundamental-I, Volume I, Oracle Press, TMH.
7. Paneerselvam,”DataBase Management
System”, PHI Learning
8.Sanjeev
Sharma, Jitendra Agarwal, Shikha Agarwal, “Advanced DBMS”, Dreamtech
Publication
Suggested list of
experiments: -
Lab Assignments:
1. Delete duplicate row from the table.
2. Display the alternate row from table.
3. Delete alternate row from table.
4. Update multiple rows in using single update statement.
5. Find the third highest paid and third lowest paid salary.
6. Display the 3rd, 4th, 9th rows from table.
7. Display the ename, which is start with j, k, l or m.
8. Show all employees who were hired the first half of the
month.
9. Display the three record in the first row and two records in
the second row and one record in the third row in a single sql statements.
10. Write a sql statements for rollback commit and save points.
11. Write a pl/sql for select, insert, update and delete
statements.
12. Write a pl/sql block to delete a record. If delete operation
is successful return 1 else return 0.
13. Display name, hire date of all employees using cursors.
14. Display details of first 5 highly paid employees using
cursors.
15. Write a database trigger which fires if you try to insert,
update, or delete after 7’o’ clock.
16. Write a data base trigger, which acts just like primary key
and does not allow duplicate values.
17. Create a data base trigger, which performs the action of the
on delete cascade.
18. Write a data base trigger, which should not delete from emp
table if the day is Sunday.
19. In this subject the students are supposed to prepare a small
database application in complete semester like financial accounting system,
Railway reservation system, institute timetable management system. Student
record system, library management system, hospital management system etc. in
RDBMS as follows:
Section A: Solving the
case studies using ER datamodel (design of the database) Section B: Implement a
miniproject for the problem taken in section A.
RAJIV GANDHI
PROUDYOGIKI VISHWAVIDYALAYA, BHOPAL
Credit Based
Grading System
Computer Science
and Engineering V-Semester
CS-5004 (Computer
Graphics & Multimedia)
RATIONALE:The
purpose of this subject is to introduce the concepts and techniques used in
Computer Graphics ,Animations & Multimedia.
PREREQUISITE
:- The students should have general idea about input/output devices and
computing fundamentals. In addition, a familiarity with general mathematical
transformations is required.
Unit-I
Introduction
to Raster Scan displays, Pixels, Frame buffer, Vector & Character
generation, Random Scan systems, Display devices, Scan Conversion techniques,
Line Drawing: simple DDA, Bresenham’s Algorithm, Circle Drawing Algorithms:
Midpoint Circle drawing and Bresenham’s Algorithm, Polygon fill algorithm:
Boundary-fill and Flood-fill algorithms
Unit-II
2-D
Transformation: Translation, Rotation, Scaling, Shearing, Reflection. Inverse
Transformation, Homogenous coordinate system, Matrices Transformation,
Composite Transformation. Windowing & Clipping: World Coordinate System,
Screen Coordinate System, Viewing Transformation, Line Clipping & Polygon
Clipping Algorithms.
Unit-III
3-D
Transformations: Translation, Rotation and Scaling. Parallel & Perspective
Projection: Types of Parallel & Perspective Projection, Hidden Surface
elimination: Depth comparison, Back face detection algorithm, Painter’s
Algorithm, Z-Buffer Algorithm. Curve generation, Bezier and B-spline methods.
Basic Illumination Model: Diffuse reflection, Specular reflection, Phong
Shading, Gouraud shading, Ray Tracing, Color models like RGB, YIQ, CMY, HSV.
Unit-IV
Multimedia
: Characteristics of a multimedia presentation , Uses of Multimedia, Text
–Types, Unicode Standard ,text Compression, Text file formats, Audio Components
of an audio system, Digital Audio, Digital Audio processing, Sound cards, Audio
file formats ,Audio Processing software ,Video-Video color spaces,Digital
Video, Digital Video processing, Video file formats.
Unit
–V
Animation:
Uses of Animation, Principles of Animation, Computer based animation, 3D
Animation, Animation file formats, Animation softwares. Compression:
Lossless/Lossy Compression techniques, Image, Audio & Video Compressions,
MPEG Standards ,Multimedia Architecture, Multimedia databases
Recommended
Text:
1. Rogers, "Procedural Elements of
Computer Graphics", Tata McGraw Hill
2. Donald Hearn and M.P. Becker “Computer
Graphics” Pearson Pub.
3. Parekh “Principles of Multimedia” Tata
McGraw Hill
4. Maurya, “Computer Graphics with Virtual
Reality System “ , Wiley India
5. Pakhira,”Computer Graphics ,Multimedia
& Animation”,PHI learning
6. Andleigh, Thakral , “Multimedia System
Design “ PHI Learning
RAJIV GANDHI
PROUDYOGIKI VISHWAVIDYALAYA, BHOPAL
Credit Based
Grading System
Computer Science
and Engineering V-Semester
CS-5006 (Computer
Programming V (Unix/Linux-Lab.))
RATIONALE:
The purpose of this subject is to cover the concepts, Installation Process,
Hardware Requirements and features of Unix/Linux. Basic Commands & Shell
Programming.
PREREQUISITE
: The students should have general Idea about computing fundamentals &
operating system and at least one year of experience in programming .
Overview
of Unix/Linux: - Concepts, Unix/Linux Installation Process, Hardware
Requirements for Unix/Linux ,Advantages of Unix/Linux, Reasons for Popularity
and Success of Linux/Unix Operating System, Features of Linux/Unix Operating
System, Kernel, Kernel Functions, The Shell Basic Commands, Shell
Programming:-Shell Variables, Branching Control Structures, Loop-Control
Structure, Continue and break Statements, Sleep Command, Debugging Script. Use
of Linux as web-server, file server, directory server, application server, DNS
server, SMTP server, Firewall, Proxy server.
File
System: - Definition of File System, Defining Geometry, Disk Controller,
Solaris File System, Disk Based File Systems, Network-Based File Systems,
Virtual File systems, UFS File System, The Boot Block, The Super Block, The
Inode, Tuning File System, Repairing File System.
Process
Control: - Viewing a Process, Command to display Process, Process Attributes,
Process States, Process Fields, PS Commands options, PGREP, PRSTAT, CDE Process
Manager, Scheduling Process, Scheduling Priorities, Changing the Priority of a
time-sharing process, Killing Process.
System
Security: - Physical Security, Controlling System Access, Restricted Shells
Controlling File Access, File Access Commands, Access Control List(ACLs),
Setting ACL Entries, Modifying ACL entries on a file, Deleting ACL entries on a
file, Restricting FTP, Securing Super User Access, Restricting Root Access,
Monitoring super user Access, TCP Wrappers.
Dynamic
Host Configuration Protocol: - Introduction, DHCP Leased Time, DHCP Scopes,
DHCP IP Address, Allocation Types, Planning DHCP Deployment, DHCP Configuration
files, Automatic Startup of DHCP Server, Configuration of DHCP Clients,
Manually Configuring the DHCP.
Case
Study: -Installation of Linux, Customization of Linux, Installation of SAMBA,
APACHE, TOMCAT, Send MAIL, Postfix, Implementation of DNS, LDAP services,
Firewall, Proxy server.
Suggested
Reading:
1. Sumitab Das,”Unix Concept &
Application”,TMH
2. Forouzan, “Unix &Shell
Programming”, Cengage Learning
3. Venkatesh Murthy, “Introduction to Unix
&Shell”, Pearson Edu
4. Gopalan, Shivaselvan,”Beginners Guide
to Unix ” PHI Learning
5. Venkateshwavle,”Linux Programming Tools
Unveil`ed”, BS Publication.
6. Richard Peterson,”Linux Complete
Reference”,TMH
7. Richard Peterson,”Unix Complete
Reference”,TMH
List of Experiments:-
1. To Study basic & User status Unix/Linux Commands.
2. Study & use of commands for performing arithmetic
operations with Unix/Linux.
3. Create a file called wlcc.txt with some lines and display
how many lines, words and characters are present in that file.
4. Append ten more simple lines to the wlcc.txt file created
above and split the appended file into 3 parts. What will be the names of these
split files? Display the contents of each of these files. How many lines will
be there on the last file?
5. Given two files each of which contains names of students.
Create a program to display only those names that are found on both the files.
6. Create a program to find out the inode number of any desired
file.
7. Study & use of the Command for changing file
permissions.
8. Write a pipeline of commands, which displays on the monitor
as well as saves the information about the number of users using the system at
present on a file called usere.ux.
9. Execute shell commands through vi editor.
10. Installation, Configuration & Customizations of
Unix/Linux.
11. Write a shell script that accepts any number of arguments and
prints them in the reverse order.
12. Write a shell script to find the smallest of three numbers
that are read from the keyboard.
13. Write a shell script that reports the logging in of a
specified user within one minute after he/she logs in. The script automatically
terminates if the specified user does not login during a specified period of
time.
14. Installation of SAMBA, APACHE, TOMCAT.
15. Implementation of DNS, LDAP services,
16. Study & installation of Firewall & Proxy server
RAJIV GANDHI
PROUDYOGIKI VISHWAVIDYALAYA, BHOPAL
Credit Based
Grading System
Computer Science
and Engineering V-Semester
Elective-I
CS-5005(1) Object Oriented Analysis and Design
Unit
I:
Overview
of Object Oriented concepts: Objects and classes, abstraction, generalization
and inheritance, encapsulation, multiple inheritance, aggregation abstraction
classes, polymorphism, link and association, Need for object oriented approach.
Unit
II:
System
design life cycle, object oriented S/W development process model, Object
Oriented Analysis, Object Modeling Technique (OMT): object model, function
model, relationship among models, object diagrams, state diagrams, data flow
diagrams, analysis.
Unit
III:
Object
oriented Design: Overview of object design, Combination the models, Designing
algorithms,
design optimization, Implementation of control, Adjustment, Design of
association, object representation, physical packaging, documenting design
decision, comparison of use-case driven approach.
Unit
IV:
Translation
Object Oriented design into implementation, Programming style, documentation,
characterization of object oriented languages, Comparison of object oriented
language like C++, JAVA, object programming.
Unit
V:
Unified
Modeling Language (UML): Class diagram sequence diagram Use case diagram,
Collaboration, diagram, state, chart diagram, Activity diagram, component
diagram, deployment diagram, Object oriented Database: Relational Vs .object oriented
database, the architecture of object oriented database, query language for
Object Oriented database.
References:-
1. Satzinger, Jackson and Burd, “Object
oriented Analysis and design with the Unified Process”,CENGAGE Learning.
2. Michael Blaha and J. Rumbugh, “Object
oriented Modeling and design with UML”, Pearson Education
3. O’Docherty, “Object Oriented Analysis
and Design Understanding, System Development with UML2.0”, Wiley India.
RAJIV GANDHI
PROUDYOGIKI VISHWAVIDYALAYA, BHOPAL
Credit Based
Grading System
Computer Science
and Engineering V-Semester
Elective-I
CS-5005(2) Cyber Security
UNIT
1
Introduction
of Cyber Crime, Challenges of cyber crime, Classifications of Cybercrimes:
E-Mail Spoofing, Spamming, Internet Time Theft, Salami attack/Salami Technique,
UNIT
2
Web
jacking, Online Frauds, Software Piracy, Computer Network Intrusions, Password
Sniffing, Identity Theft, cyber terrorism, Virtual Crime, Perception of cyber
criminals: hackers, insurgents and extremist group etc. Web servers were
hacking, session hijacking.
UNIT
3
Cyber
Crime and Criminal justice: Concept of Cyber Crime and the IT Act, 2000,
Hacking, Teenage Web Vandals, Cyber Fraud and Cheating, Defamation, Harassment
and E-mail Abuse, Other IT Act Offences, Monetary Penalties, jurisdiction and
Cyber Crimes, Nature of Criminality, Strategies to tackle Cyber Crime and
Trends.
UNIT
4
The
Indian Evidence Act of 1872 v. Information Technology Act, 2000: Status of
Electronic Records as Evidence, Proof and Management of Electronic Records;
Relevancy, Admissibility and Probative Value of E-Evidence, Proving Digital
Signatures, Proof of Electronic Agreements, Proving Electronic Messages.
UNIT
5
Tools
and Methods in Cybercrime: Proxy Servers and Anonymizers, Password Cracking,
Key loggers and Spyware, virus and worms, Trojan Horses, Backdoors, DoS and
DDoS Attacks , Buffer and Overflow, Attack on Wireless Networks, Phishing :
Method of Phishing, Phishing Techniques.
Suggested
Books:
1. Principles of Cyber crime, Jonathan
Clough Cambridge University Press
2. John R. Vacca, Computer
Forensics:Computer Crime Scene Investigation, 2nd Edition, Charles River Media,
2005
3. Cyber Law Simplified, VivekSood, Pub:
TMH.
4. Cyber Security by Nina Godbole,
SunitBelapure Pub: Wiley-India
5. Information Warfare: Corporate attack
and defense in digital world, William Hutchinson, Mathew Warren, Elsevier.
6. Cyber Laws and IT Protection, Harish
Chander, Pub:PHI.
RAJIV
GANDHI PROUDYOGIKI VISHWAVIDYALAYA, BHOPAL
Credit
Based Grading System
Computer
Science and Engineering V-Semester
ELECTIVE-I
CS-5005(3) ARTIFICIAL INTELLIGENCE
Unit
I
Meaning
and definition of artificial intelligence, various types of production systems,
Characteristics of production systems, Study and comparison of breadth first
search and depth first search. Techniques, other Search Techniques like hill
Climbing, Best first Search. A* algorithm, AO* algorithms etc, and various
types of control strategies.
Unit
II
Knowledge
Representation, Problems in representing knowledge, knowledge representation
using propositional and predicate logic, comparison of propositional and
predicate logic, Resolution, refutation, deduction, theorem proving,
inferencing, monotonic and nonmonotonic reasoning.
Unit
III
Probabistic
reasoning, Baye's theorem, semantic networks scripts schemas, frames,
conceptual dependency, fuzzy logic, forward and backward reasoning.
Unit
IV
Game
playing techniques like minimax procedure, alpha-beta cut-offs etc, planning,
Study of the block world problem in robotics, Introduction to understanding and
natural languages processing.
Unit
V
Introduction
to learning, Various techniques used in learning, introduction to neural
networks, applications of neural networks, common sense, reasoning, some
example of expert systems.
References:
Rich
E and Knight K, Artificial Intelligence, TMH, New Delhi.
Nelsson
N.J., Principles of Artificial Intelligence, Springer Verlag, Berlin.
Waterman
D.A., A guide to Expert System, Addison Wesley, Reading (Mars). Giarratand
& Riley, Expert Systems: Principles and Programming, Thomson.
People also search Data Communication; Operating System; Data Base Management System; Computer Graphics & Multimedia; Elective-I (Object Oriented Analysis & Design ; Cyber Security ; Artificial Intelligence); Computer Programming V(Unix/Linux Lab) Important questions, old papers, PDF,
Source: www.rgpv.ac.in
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