Revised Syllabus of
( T.Y. M.C.A.
Part- III Sem –V & VI )
To be introduced from the
academic year 2010-11
(i.e. from June 2010 ) Onwards
(Subject to the
modifications will be made from time to time)
Elective-I
1. Modelling and Simulation.
2. Internet programming using C#
3. E-Commerce
Elective-II
1. Advanced Unix Network
Programming.
2. Mobile computing.
3. ERP.
[Note :-
Examination scheme and term work marks strictly as per above structure]
Note:
1. For the
purpose of the workload, project batch of third year MCA students should
be considered
for 9 students.
5TYMCAR1 – DATA
MINING & WAREHOUSING
Lectures: 4 hrs/week Theory: 100
Marks
Tutorials: 2 hrs/week Term work:
25 Marks
SECTION - I
1. Data Mining in Context: What
is Data Mining, What can Data Mining do? The Business
Context for Data Mining, The
Technical Context for Data Mining, the societal context for
Data Mining, four approaches for
Data Mining. (6)
2. Data Mining Methodology: Two
styles of Data Mining, The Virtuous Cycle Of Data
Mining, Identifying The Right
Business Problem, Transforming Data Into Actionable
Results, Acting On The Results,
Measuring The Models Effectiveness, What Makes
Predictive Modeling Successful?
(6)
3. Data Mining Techniques
& Algorithms: Different Goals For Different Techniques,
Three Data Mining Techniques,
Automatic Cluster Detection, Decision Trees, Neural
Networks. (4)
4. Data, Data Everywhere: What
Should Data Look Like, What Does Data Really Look
Like? How Much Data Is Enough?
Derived Variables, Case Study: Defining Customers
Behavior, Dirty Data (4)
SECTION – II
5. Building Effective
Predictive Models: Building Good Predictive Models, Working With
The Model Set, Using Multiple
Models, Experiment. (4)
6. Taking Control: Getting
Started, Case 1: Building Up A Core Competency Internally,
Case 2: Building A New Line
Business, Case 3: Building Data Mining Skills On Data
Warehouse Efforts, Case 4: Data
Mining Using Tessera RME. (6)
7. System Process &
Process Architecture: Introduction, Typical Process Flow Within A
Data Warehouse, Extract &
Load Process, Clean & Transform Process, Backup & Archive
Process, Query Management
Process, Load Manager, Warehouse Manager, Query
Managerm Detailed Information,
Summary Information, Metadata, Data Marting. (6)
8. Database Schema: Introduction,
Starflake Schemas, Identifying Facts & Dimensions,
Designing Fact Tables, Designing
Dimension Tables, Designing The Starflake Schema,
Query Redirection,
Multidimensional Schemas. (4)
Text Books:
1. Mastering Data Mining –
Michael J. A. Berry & Gordon S. Linoff (WILEY publ.)
Reference Books:
1. Data Warehousing (Pearson Ed.)
– Sam Anahory & Dennis Murray
Term work : It should
consist of minimum 10-12 assignments based on the topics of the
syllabus.
5TYMCAR2 -
INFORMATION SECURITY
Lectures: 4 hrs/week Theory: 100
Marks
Practical: 2 hrs/week Term work:
25 Marks
Oral Exam: 25 Marks
SECTION - I
1. Introduction- Security
trends, OSI security architecture, security attacks, security services,
security mechanisms, A model for
network security (4)
2. Classical Encryption
Techniques- Symmetric cipher model, substitute techniques,
transposition techniques, rotor
machines, steganography, Block cipher model principles,
the Data encryption standard,
strength of DES, differential and linear cryptanalysis, block
cipher design principles. Block
cipher modes of operation. (6)
3. Public key Cryptography - Principles
of public key cryptography, RSA algorithms. Key
Management, Diffie-Hellman key
Exchange, Elliptic Curve Architecture and
Cryptography. (4)
4. Message authentication and
hash functions - authentication, requirements, authentication
functions, message authentication
codes, hash functions, security hash functions (6)
SECTION - II
5. Digital signature and
authentication protocols- digital signature, authentication
protocols, digital signature
standards. (4)
6. Network security
applications- Kerberos ,X.509 authentication service, electronic mail
security, pretty good privacy,
S/MIME, IP security overview and architecture,
authentication header,
encapsulating security payload, combining security associations, key
management. (6)
7. Web security- web
security considerations, secure socket layer, transport layer security,
secure electronic transaction.
(4)
8. Intruder- Introduction,
intrusion detection, password management, viruses and related
threats, virus countermeasures,
distributed Denial of services attacks, Firewall Design
principles, trusted system (6)
Text Book:
1. William Stallings, “Cryptography
And Network Security – Principles and Practices”,
Prentice Hall of India, Third
Edition, 2003.
Reference Books:
1. Atul Kahate, “Cryptography and
Network Security”, Tata McGraw-Hill, 2003.
2. Bruce Schneier, “Applied
Cryptography”, John Wiley & Sons Inc, 2001.
3. Charles B. Pfleeger, Shari
Lawrence Pfleeger, “Security in, Third Edition, Pearson
Education, 2003.
Term work: It should
consist of minimum 10-12 experiments based on the syllabus.
5TYMCAR3- CLOUD
COMPUTING
Lectures: 4 hrs/week Theory: 100
Marks
Tutorials: 2 hrs/week Term work:
25 Marks
SECTION - I
1. Introduction: Cloud
computing basics, overview, Applications, Intrenet and the Cloud,
first movers in cloud,
organization and cloud computing, benefits, limitations, security
concerns, regulatory issues. (6)
2. Cloud computing with
Titans: Google, EMC, NetApp, Microsoft, Amazon, Saleforce,
IBM, partnerships. (4)
3. The Business Case for Going
to the Cloud: Cloud Computing Services ,How Those
Applications ,Help Your Business
,Deleting Your Datacenter ,Salesforce.com ,Thomson
Reuters (6)
4. Cloud Computing Technology:
Hardware and Infrastructure, Clients , Security , Network,
Services (4)
SECTION - II
5. Accessing the Cloud: Platforms
, Web Applications , Web APIs ,Web Browsers ,Cloud
Storage Overview , Cloud Storage
Providers . (6)
6. Standards: Application
, Client , Infrastructure ,Service , Software as a Service: Overview
, Driving Forces , Company
Offerings , Industries . (4)
7. Software plus Services: Overview
,Mobile Device Integration ,Providers Microsoft
Online (6)
8. Developing Applications: Google
,Microsoft ,Intuit QuickBase ,Cast Iron Cloud ,Bungee
Connect (4)
Text book:-
1. Cloud Computing: A Practical
Approach by Anthony T. Velte, Toby J. Velte and
Robert Elsenpeter
McGraw-Hill/Osborne © 2010 Citation.
Reference book:-
1. Cloud Computing:
Implementation, Management, and Security by John W.
Rittinghouse and James F. Ransome
Auerbach Publications © 2010 Citation.
Term work : It should
consist of minimum 10-12 assignments based on the topics of the
syllabus.
5TYMCAR4-ELECTIVE
I- (1) MODELLING AND SIMULATION
Lectures: 4 hrs/week Theory: 100
Marks
SECTION- I
1. Introduction to simulation
: Need of simulation, Advantages and disadvantages,
Applications of simulation,
Generic structure of simulation models. (4)
2. General Principles of
simulation and simulation softwares : Concepts in discrete event
simulation, list processing.
Examples of simulation : queuing system, inventory system,
Historical review of simulation
softwares, simulation in C++, Simulation in GPSS,
Simulation in CSIM, Simulation
packages, current trends in simulation softwares. (6)
3. Input and Output modeling :
Collecting data and identifying, parameter estimation,
goodness offit tests, Input
models and their selection, stochastic nature of output data,
performance measures and
estimation, termination of simulation, Output analysis for
steady state simulations. (4)
4. Verification and validation
of simulation models : Model building verification,
calibration and validation. (6)
SECTION – II
5. Simulation Models:
a) Statistical models :
Terminology and concepts,useful statistcal models,Discrete and
Continuous distribution poisson.
(6)
b) Queuing Models :
Characteristics of queuing systems, Notations, performances
measuring parameters of queuing
systems, steady state behavior of infinite and finite
population Markov models,
Networks of queues. (8)
6. Finite state Machines,
Petrinet as simulation Model, colored petrinets. (4)
7. Simulation of computer
systems : Simulation tools: process orientation, Event
orientation, Modeling the input,
High level computer system simulation, CPU simulation,
Memory simulation. (4)
Text Books:
1. Descrete Event System
Simulation By Jerry Banks,John Carson Etc,Pearson
Education Asia,Low Price
Edition,Third Edition.
2. Flexible Manufacturing
Systems-Performance Modelling and analysis By Y.
Narhari and Vishwanadham, PHI
Publication (For chapter No.6)
Reference Book:
1. Simulation, Modeling and
analysis by Law and Kelton, 2edition, MGH Publication
5TYMCAR4-
ELECTIVE I- (2) INTERNET PROGRAMMING USING C#
Lectures: 4 hrs/week Theory: 100
Marks
SECTION - I
1. Introduction to C# and .NET
Programming : The .NET Framework, C# Language,
The Structure of C# application,
Types, variables, Definite assignment, constants,
string, statement, expression,
white space. Branching Unconditional branching
statement, conditional branching
statements, Iteration (looping) statements Operators,
The assignment operators,
mathematical operator, increment and decrement, relational
operator. The Development
Environment, writing and executing program. (6)
2. Object-oriented Programming
using C# : Classes and Objects, Class relationship,
encapsulation, specialization,
polymorphism, object-oriented analysis and design.
interfaces, structs, arrays,
Collection interfaces and types, strings, exception handling,
Delegates and events. (4)
3. Windows Forms : Creating
a Windows Form Application, Class Hierarchy, Windows
Functionality, Standard Controls
and Components –Button, Checkbox, RadioButton,
ComboBox, List Box, and Checked
ListBox, DateTimePicker, ImageList, Label,
ListView, PictureBox,
ProgressBar, Textbox, RichTextBox, ToolStrip, Form Class,
Multiple Document Interface.
Custom Controls (4)
4. Assemblies : Features
of Assemblies, Assembly Structure, Assembly Manifests,
Private and Shared Assemblies,
Satellite Assemblies, Viewing Assemblies, Creating
Assemblies, Assembly Attributes,
Dynamic Loading, Application Domains, Strong
Names, Global Assembly Cache,
Delayed Signing of Assemblies, Configuring .NET
Applications,Versioning,Runtime
Version. (6)
SECTION – II
5. Security : Authentication
and Authorization, Client Application Services, Encryption,
Code Access
Security,Permissions,Policy Levels: Machine, User, and Enterprise,
Managing Security Policies,
Turning Security On and Off, Creating a Code, Changing
a Code Group’s Permissions ,
Creating and Applying Permissions Sets, Distributing
Code Using a Strong Name,
Distributing Code Using Certificates. (6)
6. Localization
: System.Globalization,Unicode Issues,Cultures and Regions, Cultures in
Action,Resources,Windows Forms
Localization, Culture, Using Custom Resource
Messages,WPF Application,.NET
Resources, Localization with XAML, Custom
Resource Reader, Creating Custom
Cultures. (4)
7. Manipulating
XML : XML Standards Support in .NET,Xml Namespace,Xml Classes,
Reading and Writing Streamed
XML,XmlReader Class, Using the DOM in
.NET,XmlDocument Class,
XPathNavigators,XML and ADO.NET,Converting
ADO.NET Data to XML ,Converting
XML to ADO.NET Data, Serializing Objects in
XML,Serialization Without Source
Code Access. (6)
8. Windows
Services : Windows Service,Services Architecture,Service
Program,ServiceProcess Namespace,
Class Library Using Sockets ,TcpClient
Example,Threading and
Services,Service Installation,Monitoring and Controlling the
Service,MMC Computer
Management,ServiceController,Troubleshooting,Interactive
Services Event Logging ,Power
Events (4)
TextBook:
1. C#.Net - Wrox Publcations
2. C#.Net By SPD publications
5TYMCAR4 –
ELECTIVE-I (3) E-COMMERCE
Lectures: 4 hrs/week Theory: 100
Marks
SECTION – I
1. Internet and World Wide
Web: An overview of the internet, Brief history of the web,
Web system architecture, Uniform
resource locator, Overview of the hypertext transfer
protocol, Hypertext Transfer
Protocol (HTTP), Generation of dynamic web pages,
cookies, HTTP/1.1, Example (6)
2. Client-Side Programming: Important
factor in client-side or web programming, web
page design and production,,
overview of HTML, Basic structure of an HTML
document, Basic text formatting,
Links, Images, Image Map, Tables, Frames, Form,
Cascading style sheets,
JavaScript. (4)
3. Server Side Programming I:
Servlet fundamentals: Revisiting the three- tier model,
Common gateway interface (CGI),
Active Server Pages (ASP), Overview of Java
servlet, Java servlet
architecture, Overview of the servlet API, Building the virtual
bookstore-step by step,
Compilation and execution of servlets, An interactive servlet
program example: topics of
interest. (4)
4. Server-side Programming II:
Database Connectivity: Introduction, Relational
Database System, JDBC
perspectives, A JDBC programme example, simple servlet
book query, An advanced book
query: ServletBookquerymulti, Advanced JDBC
servlet: VBS advance book search
engine. (6)
SECTION – II
5. Server-side programming
III: Session Tracking: Introduction, Traditional session
tracking techniques, The servlet
session tracking API, A practical case: VBS shopping
cart. (4)
6. Basic Cryptography for
Enabling E-Commerce: Security concerns, security
requirements, Encryption, Two
basic principles for private key encryption, The key
distribution problem,
Diffie-Hellman key exchange Protocol, public key encryption,
RSA encryption algorithm, Hybrid
encryption, Other public key encryption methods,
Stream cipher and block cipher,
Message digest, Message authentication code, Digital
signature, Digital signature
standard, Authentication. (6)
7. Internet Security: IPSec
protocol, setting up security association, the authentication
header (AH) service, The
encapsulating security payload (ESP) service, Preventing
replay attack, Application of
IPSec: Virtual private network, Firewalls, Different types
of firewalls, Examples of
firewall system, Secure socket layer (SSL). (6)
8. Advanced Technology for
E-Commerce: Introduction to mobile agents, WAP : The
enabling technology for mobile
commerce, XML (eXtensible Markup Language), Data
mining. (4)
Text Books:
1. E-Commerce – Fundamentals and
Applications – Henry Chan, Raymond Lee, Tharam
Dillon, Elizabeth Chang (Wiley)
5TYMCAR5 –ELECTIVE
II - (1) ADVANCED UNIX NETWORK PROGRAMMING
Lectures: 4 hrs/week Theory: 100
Marks
SECTION – A
1. Review of OSI model.
Processes. Client server model. The Unix model: Basics. I/O.
Signals. Process control in Unix,
Interprocess communication under Unix: Pipes,
Messages, Streams and Sockets.
(7)
2. Communication protocols
review. TCP/IP, XN, SNA,UUCP, Berkeley sockets:
overview, socket related systems
calls, input output multiplexing.systems V transport
layer interface. (6)
3. Library routines:
introduction, Berkeley Library routines. Security routines: BSD
routines, time & Date
routines: Internet time and date client, time synchronization. Ping
routines, Introduction. Internet
ping client. XNS echo client. (7)
SECTION - B
4. File transfer protocol;
protocol, security, data formats, connections. UDP & TCP
implementation. Line printer
spoolers: BSD spoolers, System V spollers. Remote
command execution. (7)
5. Remote login; introduction,
terminal line disciplines, Example of remote login,
concepts of pseudo terminals,
terminal modes, window environments, Flow control.
Remote login servers, remote
login clients and their implementation. (7)
6. Performance; IPC performance,
disk performance, network performance. Introduction
to remote procedure calls,
transparency issues, Sun RPC, Linux RPC, Xerox courier,
Appollo RPC. (7)
Text book:
1. R. Stevens: Unix Network
Programming (PHI) Vol. I&II
Reference books:
1. D.E.
Comer: Internetworking with TCP/IP(PHI) Vol. I & II, III.
5TYMCAR5 –
ELECTIVE II - (2) MOBILE COMPUTING
Lectures: 4 hrs/week Theory: 100
Marks
SECTION – I
1. Introduction: Applications,
A short history of wireless communications, A market for
mobile communications, Some open
research topics, A simplified reference model,
overview, review exercise,
references. (6)
2. Wireless Transmission: Frequencies
for radio transmission, signals, antennas, signal
propagation, multiplexing,
modulation, spread spectrum, cellular systems, summary.
(6)
3. Medium Access Control: Motivation
for a specified MAC, SDMA, FDMA, TDMA,
CDMA, comparisons of S/T/F/CDMA.
(6)
4. Telecommunications Systems:
GSM, DECT, TETRA, UMTS & IMT-2000, summary.
(6)
SECTION – II
5. Wireless LAN: Infra red vs
radio transmission, infrastructure & ad-hoc network, IEEE
802.11, HIPERLAN, Bluetooth,
summary. (6)
6. Mobile Network Layer: Mobile
IP, Dynamic host configuration protocol, Mobile adhoc
networks, summary. (5)
7. Overview of the Wireless
Application protocol: The Origins of WAP, overview of the
WAP Architecture, Components of
the WAP standard, Network Infrastructure services
supporting WAP Architecture
Design Principles, Relationship to other Standards,
conclusion. (7)
Text Books:
1. Mobile Communications (second
edition)
By Jochen Schiller
Reference Books:
1. The Wireless Application
Protocol (PEA) By Sandeep Singhal, Jari Alvinen
5TYMCAR5 –ELECTIVE
II- (3) ENTERPRISE RESOURCE PLANNING
Lectures: 4 hrs/week Theory: 100
Marks
SECTION – I
1. ERP – Curtain Raiser:
An overview, Accommodating variety, Integrated Management
Information, Seamless
Integration, Supply Chain Management, Resource Management,
Integrated data model, Scope,
Technology, Benefits of FRP, Evolution, ERP revised, ERP
& Modern Enterprise,
problems. (6)
2. Business Engineering &
ERP: An overview, what is Business Engineering (BE)?
Significance of BE, Principles of
BE, BPR, ERP & IT, BE with IT, ERP and Management
concerns, problems. (4)
3. Business Modeling for ERP: An
overview, Building the Business Model, problems.
(4)
4. ERP Implementation: An
overview, Role of consultants, vendors & users, customization,
precautions, ERP:
Post-implementation options, ERP implementation methodology,
Guidelines for ERP
implementation, problems. (6)
SECTION – II
5. ERP and the Competitive
Advantage: An overview, ERP & competitive strategy,
problems. (4)
6. The ERP domain: An
overview, MFG/PRO, OFS/Avalon – Industrial & Financial
Systems, Baan IV, SAP, SAP R/3
Applications, Examples of as Indian ERP package, The
arrival of ERP III, problems. (6)
7. Making of ERP: An
overview, Market Dynamics & Competitive Strategy, problems. (4)
8. Case Studies: An overview,
Mercedes-Benz, Kee Hin Industries, Bull Electronics Angers
Plant Manufactures, Ameritech,
Essar Steel, Jindal Iron & Steel Company Ltd, Godrej
Soaps ans associates companies,
Indian Renewable Energy Development Agency (IREDA),
ERP Handles Pressure, Sara ERP
case study – Hawkins Cookers Ltd, A wholesome
enterprise application, Sara IEMS
( ERP III) case study – Pan Century, Oleochemicals,
Malaysia. (6)
Text Books:
1. Enterprise Resource Planning –
Concepts & Practice (Second Edition) By V. K.
Garg & N.K. Venkitakishnan
Reference Books:
1. ERPWARE – ERP Implementation
Framework By V. K. Garg & N. K.
Venkitakishnan
5TYMCAR6 –SOFTWARE
DEVELOPMENT PROJECT-I
Tutorials: 2 hrs/week Term work:
50 Marks
Practicals : 4 hrs/week Oral
Exams: 50 Marks
The project batches of 2-3
students should be formed, which will work on the project
allocated by the department. The
batch must complete it during first semester only. Term work
submission should be done in the
form of a joint report.
The term work assessment will be
done jointly by teachers appointed by Head of the
Institution.
The oral examination will be
conducted by an internal and external examiner as
appointed by the University.
Note:
1. Project work should be
continually evaluated based on the contributions of the group
members, originality of the work,
innovations brought in, research and developmental
efforts, depth and applicability,
etc.
2. Two mid-term evaluations
should be done, which includes presentations and demos of
the work done.
3. Care should
be taken to avoid copying and outsourcing of the project work.
6TYMCAR1 –SOFTWARE
DEVELOPMENT PROJECT-II
Practicals : 4 hrs/week Term
work: 100 Marks
Oral Exams: 100 Marks
The software development
project-II is 6 month project in industry/organization. The
Evaluation of the term work will
be done by the respective guide under whom the project is
done in the
industry/organization. The project viva will be conducted at the end of final
year
semester.
The project must be done
individually. The candidate must submit project report to the
institution in triplicate. The
candidate is expected to select the project, carry out the
requirements analysis, design and
implementation of the project.
The Software Development Project –II
must consist of the work on the topic selected for
the project. The assessments of
the term work should be done by internal examiners.
Practical/Oral Examination will
consist of a presentation along with the demonstration of
the project. The said examination
will be conducted by a panel of examiners appointed by
university authority.
Note:
1. Project work should be
continually evaluated based on the contributions of the group
members, originality of the work,
innovations brought in, research and developmental
efforts, depth and applicability,
etc.
2. Two mid-term evaluations
should be done, which includes presentations and demos of
the work done.
3. Care should
be taken to avoid copying and outsourcing of the project work.
EQUIVALENCES OF
TYMCA SUBJECTS FOR REPEATER STUDENTS
TYMCA Part - I
Sub.
Code
TYMCA
(Pre-Revised) Sub. Code Equivalent / Replacement subject
(Revised)
5SMCA1
E-commerce 5TYMCAR4 E-Commerce (Elective-I)
5SMCA2
Client-Server Computing 5TYMCAR7 Client-Server Computing
concepts
5SMCA3 Object
Based Computing 5TYMCAR8 Object Based Computing
concepts
5SMCA4
Elective-I
a. ERP
b. Mobile
Computing
c. Distributed
Databases
d. AI &
Expert Systems
5TYMCAR5
5TYMCAR5
5TYMCAR9
5TYMCAR10
a. ERP
(Elective-II)
b. Mobile
Computing
c. Distributed
Database
concepts
d. AI &
Applications
5SMCA5 Elective –
II
a.
Bio-Informatics
b. Image
Processing
c. Neuro-Fuzzy
Systems
d. Data
warehousing &
Data Mining
5TYMCAR11
5TYMCAR12
5TYMCAR13
5TYMCAR1
a.
Bio-Informatics: Theory &
Practice
b. Image
Processing concepts
c. ANN Systems.
d. Data Mining
& Warehousing
SYLLABUS OF
EQUIVALENT SUBJECTS
5TYMCAR7 -
CLIENT SERVER COMPUTING CONCEPTS
Theory: 100
Marks
SECTION - I
1. Java networking model: networking
basics, java & the net, inetAddress, TCP/IP client
sockets, URL, URL connection,
TCP/IP Server sockets, A caching proxy HTTP Server,
Datagrams.
2. Java Database Connectivity:
The design of JDBC, The structured query language,
installing JDBC, Basic JDBC
programming concepts, Executing queries, scrollable and
updateable result sets, metadata.
3. Remote Method
Invocations: RMI,
Setting up RMI, Parameter passing in remote
methods, using RMI with Applets,
Server object activation.
SECTION - II
4. Servlets: Background,
The life cycle of servlet, using Tomcat for Servlet Development,
A simple servlet, The Servelet
API,. The javax.servlet Package, Reading Servlet
Parameters, The
javax.servlet.http Package, Handling HTTP Requests & responses,
using cookies.
5. JavaBeans: why Beans?,
The Bean – writing process, using Beans to build
asapplication, naming patterns
for Bean properties and events, Bean property types,
adding custom Bean events,
property editors, going beyond naming patterns.
6. Basic JSP: JSP syntax
overview, Anatomy of JSP file, running JSP examples on
Tomcat, Directives, Scripting
elements, Action elements, running Tomcat’s JSP
example, objects in the JSP file,
The JSP life cycle, object scope.
Text Books:
1. Core Java 2 – volume II –
advanced features By Cay S. Horstmann & Gary Cornell
2. Java 2 – complete reference (
fifth edition) By Herbert Schidt
Reference Books:
1. Professional JSP ( second
edition) By Brown, Burdick, Falkner, Galbraith.
5YTMCAR8 -
OBJECT BASED COMPUTING CONCEPTS
Theory: 100
Marks
SECTION – I
1. Introduction: Software
distribution, Dynamic Linking, Portability, Encapsulation
features & C++, Interfaces
& implementation, Abstract based as binary interfaces.
Runtime polymorphism, Object
extensibility.
2. Interfaces: IDL,
Methods & results, Interfaces & IDL, Iunknown, Resource
management and IUnknown, Type coercion,
IUnknown implementation, Using CoM
interface pointers, Query
Interface optimization, Data types, Attributes, Properties and
Exceptions.
3. Classes: Interface
& implementation, Class objects, Activation, Using SCM, Classes &
Services, generalizations,
optimization, monitors, compositions, persistence, Service
lifetime, Classes & IDL.
SECTION – II
4. Objects: QueryInterface
properties: Symmetric, Transitivity, Reflexivity, Static types,
QueryInterface & IUnkown,
Uniqueries & identity, Multiple interface and method
names.
5. Apartments: Basic
concepts, Cross-apartment Access, In-process marshalling,
Helpers, Standard marshalling
Architecture, Life cycle management & marshalling,
Custom marshalling.
6. Applications: Inprocess
Activation pitfalls, Activation & SCM, Application IDS,
COM and security, Programmatic
security, Access control, Token management,
Pointers & memory, Arrays,
Dynamic Vs static invocation.
Text Books:
1. Essential COM ---- Don Box.
(Addison – Wesley (LPE)
Reference Books:
1. MFC Programming Unleashed
(Techmedia)
2. COM/DCOM Unleashed (Techmedia)
3. COM /CORBA side by side ----J.
Pritchard (Pearson Education)
5TYMCAR9 -
DISTRIBUTED DATABASE CONCEPTS
Theory: 100
Marks
SECTION – I
1. Introduction: Features
of distributed Vs centralized databases, uses of distributed
databases, Distributed databases
management System (DDBMS)
2. Levels of Distribution
transparency: Architecture for Distributed Databases, Types
of Data Fragmentations,
Distribution Transparency for update application, Distributed
database access primitives.
3. Distributed Database
Design: A framework for Distributed database design, Design
of database fragmentation.
4. Transportation of Global
Queries to fragmented queries: Equivalence
transformation for queries,
Transforming global queries into fragment queries,
Distributed Grouping and
Aggregate function evaluation, Parametric queries,
Framework for query optimization,
Join queries.
SECTION – II
5. The management of
distributed transactions: A framework for transaction
management, Supporting atomicity
of Distributed Transactions, Concurrency Control
for Distributed Transactions.
6. Concurrency Control: Foundations
of distributed concurrency control, Distributed
deadlocks, concurrency control
based on time stamps.
7. Reliability: Basic
Concepts, Non-blocking commitment: Protocols, Reliability and
concurrency control, Determining
consistent view of the network, Detection and
Resolution of inconsistency.
8. Distributed database
Administration: Catalog management in distributed databases,
Authorization and protection, a
distributed database manager based on adaplex,
Multibase.
Text Books:
1. Distributed Databases –
Principles & Systems by Stefano Ceri, Giuseppe Pelegatti
(MGH)
Reference Books:
1. Database Management System
Concepts By Silberschatz, Korth & Sudharshan (MGH)
2. An Introduction to Database
Systems By Bipin Deasi (Galgotia Publications)
3. Distributed Computing System
By Parkar & Versus ( Academic Press)
4. Distributed Databases - –
Principles & Systems by Carl & Pelegatti (MGH)
5. Distributed Systems –Methods
& tools- Lecture Notes in Computer Science Vol. 190
(springer Verlog)
5TYMCAR10– AI
& APPLICATIONS
Theory: 100
Marks
SECTION - I
1. Expert System: Nature
of expertise, Characteristics of expert system, Acquiring &
representing knowledge,
Controlling reasoning & explanation of solutions.
1. Knowledge Representation: Knowledge
representation schemes, Power of
knowledge, Principles & techniques
of knowledge representations STRIPS planner,
Operator tables & means-end
analysis, Study of subgoaling.
2. Symbolic computation: Symbolic
representations, Physical symbol systems,
Implementing symbol structures in
LISP, Data structure & programs in LISP.
3. Rule based
systems: Canonical
systems for problem solving, Rules, Working memory,
Controlling the behavior of the
interpreter, Conflictres union.
SECTION - II
4. Logic Programming,
Uncertainty & knowledge acquisition: Resolution refutation,
Proof search in resolution
systems, Procedural deduction, Search rule & explicit search
control, Sources of
uncertaintity, Expert systems & probability theory, Certainty
factors, Fuzzy sets & logic
uncertaintity, State of uncertaintity, Ontogical analysis,
Expert system shells, Knowledge
acquisition methods.
5. Heuristic classification
& constructive problem solving: Classification of expert
system tasks, Heuristic matching,
Mapping tools to task, Confidence factors &
evaluation, Managing complexity
on prototypes, Constrains & reasoning with
constrains, Knowledge
elicitation, Architecture for planning.
6. Tools for building Expert
Systems: Overview, Shells, Shells to tasks, Inflexibility,
Constraints of production rule
languages, Multiple paradigm programming
environments, Software tools ,
The blackboard environment, Tracing dependencies
using TMS.
Text Books :
1. Introduction to Expert Systems
- Peter Jackson (Addison Wesley) Pearson Education
Asia
References :
1. Expert Systems-Principles
& practice A Bonnet, JP Haton, J-M Truong
NGOC(Prentice Hall)
2. Decision support & expert
systems-Management Support Systems Efrain
Turban(Macmillan publishing
company)
3. A Practical Guide to Designing
Expert System-Sholon M.Weiss & Casimir A
Kulikowski (Rowmann Allanheld)
5TYMCAR11 – (
BIO-INFORMATICS : THEORY & PRACTICE )
Theory: 100
Marks
SECTION – I
1. Introduction: Biology
in the computer age, How is computig changing biology? Isn’t
a bioinformatics just about
building database? What does informatics mean to
biologists? What challenges does
biology offers computer scientist? What skills should
a Bioinformatician have? Why
should biologists use computers? How can configure PC
to do bioinformatics research?
What information & software are available? Can I learn
a programming language without
classes? How can I use web information? How do I
understand sequence alignment
data? How do I write a program to align two biological
sequences? How do I predict
protein structure from sequence? What questions can
bioinformatics answer?
2. Tools for Bioinformatics: Biological
Research on the web, Using search engines.
Finding scientific articles.
Public biological databases, Searching biological databases,
Depositing data into the public
databases, Finding softwares, Judging the quality of
information
3. Sequence Analysis, Pairwise
alignment& Database searching: Chemical
composition of biomolecules,
Composition of DNA & RNA, Watson & Crick Solve
structure of DNA, Development of
DNA sequencing methods, Gene finders & feature
detection in DNA, DNA
translation, Pair wise sequence comparison, Sequence queries
against biological databases.
4. Multiple sequence
Alignments ,Trees & profiles: The morphological to the
molecular, Multiple sequence
alignment, Phylogenic analysis, Profiles & motifs.
SECTION - II
5. Predicting protein
structure & function from sequence: Determining the structure
of the proteins, Predictingn the
structure of proteins, From 3D to 1D, Feature detection
in protein sequences, Secondary
structure prediction.
6. Tools for Genomic &
Proteomics: From sequencing genes to sequencing genomes,
Sequence assembly, Accessing
genome information on the web, Anntating and
analyzing whole genome sequences,
Functional genomics new data analysis challenges,
Proteomics.
7. Building biological
databases: Types of databases, Database software, Introduction to
SQL, Installing the MySQL DBMS,
Database design, Developing web based software
that interacts with databases.
8. Visualization And Data
Mining: Preparing your data, Viewing graphics, Sequence
data visualization, Networks and
pathway visualization, Working with numerical data,
Visualization: summary, Data
mining & biological information.
Text Books:
1. Developing Bio-informatics
computer skills-Cynthia Gibas & Per Jambeck
(O’REILLY)
5TYMCAR12– IMAGE
PROCESSING CONCEPTS
Theory: 100
Marks
SECTION – I
1. Image, digitized image and
it’s properties : Introduction, steps in digital image
processing, Components of an
image processing system, image sensing and acquisition,
image sampling and quantization,
elements of visual perception and its attributes,
digitized image – image function,
mathematical representation. Image digitization-
Sampling and Quantization,
Properties – distance, pixel, adjacency, region,
background, holes, brightness,
segmentation, border, edge, convex hull, histograms,
color, noise. Image analysis –
level of image data, representation traditional and
hierarchical data structures.
2. Image pre-processing: Brightness
transformation, geometric transformation, local
processing, image smoothing and
edge detection, introduction to image restoration.
3. Image enhancement in
special domain: Threshold edge-based segmentation, edge
relaxation border tracing, hough
transform, region-based segmentation.
4. Image enhancement in
frequency domain: Fourier transform, 1-D, 2-D, DFT,
Handmard transform, discrete
cosine transforms, application of image transform.
SECTION – II
5. Color image processing: Color
fundamentals, color models, RGB, CMY-CMYK, HIS
color models, Pseudo color image
processing – intensity slicing, gray level to color
transforms, Color transformation –
formulation, color complements, color slicing, tone
and color corrections, smoothing
and sharpening.
6. Space reorientation and
detection: Region identification, color-based representation,
chain codes, B-Spline
reorientation, region-based representation, moments.
7. Image compression: Redundancy
and fidelity criteria, error free compression, methods
of compression, standards binary,
continuous tone still, video.
8. Object recognition: Patterns
and patterns classes, matching, statistical classification,
Bayes classifier, Neural
networks, Training algorithms, structural methods – matching
shape numbers, string matching.
Text Book:
1. Computer vision and image
processing by Milian Sonaka
2. Digital Image Processing by
Gonzalez (Addision Wesley)
Reference:
1. Digital Image processing by
Pratt.
2. Fundamental of digital image
processing by A. K. Jain.
5TYMCAR13– ANN
SYSTEMS
Theory: 100
Marks
SECTION – I
1. Introduction: Biological
neuron, Macullah Pitts model, Principles of learning,
AND/OR gates simulation by TLU
2. Perceptron: Discrete
perceptron as a classifier, Decision and discriminate functions,
Principle of supervised learning,
Linearly non-separable patterns, Perceptron training
for two class.
3. Multilayer Networks: Continuous
perceptrons, Widrow - Hoff & Delta rule for
training, Training algorithms for
two category & multi category classifier, Error back
propagation algorithm
4. Performance: Performance
of feed forward multilayer networks, Accelerating learning
process, Design considerations,
Adaptive multilayer algorithms.- Merchands, Neural
Tree & Titlling Algorithms.
SECTION – II
5. Unsupervised learning: Hebbian
learning, Hamming net & Maxnet for classification,
Competitive learning, K means
clustering & LVQ algorithms, Adaptive resonance
theory, ART1 algorithm.
6. Associatives Memories: Auto
association & hetero association. Hopefield network,
discrete hopefield for
classification, storage capacity of hopefield network, continuous
hopefield network, gradient
hopefield network for optimization.
7. Optimization Techniques: Hopefield
network for optimization, Traveling salesman
problem, Iterated gradient descent
techniques, Simulated anneal technique, Random
search technique, Genetic
algorithm for optimization problems.
8. Application Of Artificial
Neural Network: Character recognition, speech recognition
& signature verification
applications, Human face recognition using neural networks.
Text Book :
1. Introduction to Artificial
Neural System – Zurada (JAICO)
References :
1. Elements of Artificial Neural
Networks - Mehrotra, Mohan, Ranka(PENRAM)
2. Introduction To Artificial Neural Netwoks - B.
Yegnanarayana (PHI)
