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8/3/2019 syll 4 sem
1/18
Advanced Database Techniques
Lectures: 4 Hrs/week Practical: 3 Hrs /week
One paper: 100 marks / 3 Hrs duration Practical exam: 50 marks
Term Work : 25 marks
1 Parallel and Distributed databases
-Architecture for Parallel databases.
- Parallelizing Individual operations.
- Parallel query Evaluation. Introduction to DDBMS
Architecture of DDBs
- Storing data in DDBs- Distributed catalog management
- Distributed query processing
- Distributed concurrency control and recovery
- Transaction Processing
9hrs
2 Datawarehousing
- Data Marts
- Getting data into the Data into the warehouse.
- Extraction
- Transformation- Cleansing
- Loading
- Summarization
- Meta data
- Datawarehousing & ERP
- Datawarehousing & KM
- Datawarehousing & CRM
6hrs
3 Planning & Project management
- How is it different ?
- Life-cycle approach
- The Development Phases
- Dimensional Analysis
- Dimensional Modeling
- Star Schema
- Snowflake Schema
4
4 OLAP
- OLAP Architecture
- Relational OLAP
- Multidimensional OLAP
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- Relational vs. Multidimensional OLAP
- Web based OLAP
Major features & functions
- Drill-Down and Roll-Up
- Slice-and- Dice or Rotation
- Implementation techniques for OLAP- Bitmap Indexes
- Join Indexes
5 Data Mining
- Introduction
- Data mining algorithms: ,clustering, Classification ,association rules.
- Knowledge discovery: KDD process
- Decision trees
- Neural Networks
Search Engines
- Characteristics- Functionality
- Architecture
- Ranking of Web pages
- The search engine Industry
- The Enterprise Search
Case Study:
The analysis of a large scale hypertextual search engine
8hrs
6 Object Databases Systems
- Introduction
- User-defined ADTs
- Structured types
- Object, object identity and references
- Inheritance
- Database design for ORDBMS
- New challenges in implementing ORDBMS
Storage & access methods
Query processing & Optimization
OODBMS
Comparison between OODBMS and ORDBMS
8hrs
7 Database Security 2hrs
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8 References:
1. Raghu Ramakrishnan, Johannes Gerhke, Database Management
Systems McGraw Hill
2 Decision suppoer & database systems Efrem G. Mallach
3 Datawarehousing Paulraj ponniah Wiley
4 Introduction to data mining with case studies G.K. Gupta
5. Elmasri and Navathe, Fundamentals of Database Systems,
Pearson Education
6. Korth, Silberchatz, Sudarshan, Database System Concepts
McGraw Hill
7. Peter Rob and Coronel, Database Systems, Design, Implementation
and Management, Thomson Learning.
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8/3/2019 syll 4 sem
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Java Programming
Lectures: 4 Hrs/week Practical: 3 Hrs /week
One paper: 100 marks / 3 Hrs duration Practical exam: 50 marks
Term Work : 25 marks
1 Java Fundamentals
Features of java,
OOPs Concepts
Difference between java and c++
Java Virtual Machine
Reflection Byte Codes
Byte Code Interpretation
Data Types, variables, arrays, Expressions, Operators, and Control Structures
Objects and Classes
4 hr
2 Java Classes
Abstract classes
Static methods
Inner classes
Packages
Wrapper classes
InterfacesThis
Super
Access control
6 hr
3 Exception handling
Exception as objects
Exception hierarcy
Try catch finally
Throw,throws
3 hr
4 IO packageInput streams
Output streams
Object serilization
Deserialization
Sample programs on io files
Filter And Pipe Streams
4 hr
5 Multi Threading
Thread life cycle
Multi threading advantages and issues
Simple thread program
Thread synchronization
3 hr
6 GUI 10 hr
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Introdution to AWT programming
Layout and Component Managers
Event handling
Applet class
Applet life cycle
Passing parameters embedding in HTMLSwing components-Japplet, Jbutton, JFrame etc.
Sample Swing programs
7 Database Connectivity
JDBC Architucture
Establishing Connectivity and working with connection interface
Working with Statements
Creating and excecuting SQL statements
Working with Resultset
10 hr
References:
1) The Complete Reference JAVA2, Herbert schildt, TMH
2) Big Java, 2nd edition, Wiley India Edition
3) Core Java, Dietel and Dietel
4) Java - Balaguruswamy
JAVA PROGRAMMING LAB
1. Programs using Constructor and Destructor
2. Creation of classes and use of different types of functions.
3. Count the number of objects created for a class using static
member function.
4. Write programs on interfaces
5. Write programs on packages6. Write programs using function overloading
7. Programs using inheritance.
8. Program using IO streams
9. Program using files
10. Write a program using exception handling mechanism.
11. Programs using AWT.
12. programs on swing
13. Programs using JDBC.
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8/3/2019 syll 4 sem
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Object Oriented Modeling and Design using UML
Lectures: 4 Hrs/week Practical: 3 Hrs /week
One paper: 100 marks / 3 Hrs duration Practical exam: 50 marks
Term Work : 25 marks
1. INTRODUCTION
An overview - Object basics Object state and properties, Behavior,
Methods, Messages,
Object Oriented system development life cycle
Benefits of OO Methodology
2. Overview of Prominent OO Methodologies
a. The Rumbaugh OMT
b. The Booch methodologyc. Jacobson's OOSE methodologies,
d. Unified Process-
e. Introduction to UML
f. Important views & diagram to be modelled for system by UML
3. Functional view(models)
Use case diagram
a. Requirement Capture with Use case,
b. Building blocks of Use Case diagram actors, use case guidelines
for use case models,
c. Relationships between use cases extend, include, generalize
Activity diagram a. Elements of Activity Diagram Action state, Activity state,
Object node, Control and Object flow, Transition (Fork, Merge, Join)
b. Guidelines for Creating Activity Diagrams
c. Activity Diagram - Action Decomposition (Rake )
d. Partition Swim Lane
4. Static structural view (Models)
a. Classes, values and attributes, operations and methods, responsibilities for
classes, abstract classes, access specification(visibility of attributes and
operations)
b. Relationships among classes: Associations, Dependencies, , Inheritance
-Generalizations, Aggregationc. Adornments on Association: association names, association classes,
qualified association, n-ary associations, ternary and reflexive association
d. Dependency relationships among classes, notations
e. Notes in class diagram, Extension mechanisms, Metadata, Refinements,
Derived , data, constraint, stereotypes, Package & interface notation.
f. Object diagram notations and modeling, relations among objects (links)
5. Class Modeling and Design Approaches
a. Three approaches for identifying classes using Noun phrases,
Abstraction, Use Case Diagram,
b. Comparison of approachesc. Using combination of approaches
d. Flexibility guidelines for class diagram: Cohesion, Coupling, Forms of
coupling (identity, representational, subclass, inheritance), class
3 hrs
3 hrs
4 hrs
5 hrs
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Generalization, class specialization versus aggregation.
6. Behavioral (Dynamic structural view):
State diagram
a. State Diagram Notations, events (signal events, change events, Timeevents)
b. State Diagram states (composite states, parallel states, History states),
transition and condition, state diagram behavior(activity effect, do-
activity, entry and exit activity), completion transition, sending
signals.
Interaction diagrams:
a. Sequence diagram- Sequence diagram notations and examples,
iterations, conditional messaging, branching, object creation and
destruction, time constraints, origin of links, Activations in sequence
diagram.
b. Collaboration diagram - Collaboration diagram notations andexamples, iterations, conditional messaging, branching, object creation
and destruction, time constraints, origin of links, activations in
sequence diagram.
7. Approaches for developing dynamic systems:
Top down approach for dynamic systems
Bottom up approach for dynamic systems
Flexibility Guidelines for Behavioral Design guidelines for allocating
and designing behaviors that lead to more fexible design
8. Architectural view:
Logical architecture: dependency, class visibility, sub systems Hardware architecture: deployment diagram notations, nodes, object
migration between node
Process architecture: what are process and threads and their notations in
UML, object synchronization, invocation schemes for threads ( UML
notations for different types of invocations).
Implementation architecture: component diagram notations and examples.
9. Reuse: Libraries, Frame works components and Patterns:
a. Reuse of classes
b. Reuse of components
c. Reuse of frameworks, black box framework, white box frame
d. Reuse of patterns: Architectural pattern and Design pattern
Reference books:
Designing Flexible Object Oriented systems with UML Charles Ritcher
Object oriented Modeling and Design with UML :- James Rumbaugh, Micheal
Blaha (second edition)
The Unified Modeling Language User Guide Grady Booch , James
Rumbaugh, Ivar Jacobson.
Object Oriented Modeling and Design James Rumbaugh
Teach Yourself UML in 24 Hours - Joseph Schmullers
6 hrs
3 hrs
6 hrs
3 hrs
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Term Work / Assignment: Each candidate will submit an approximately 10-page
written report on a case study or mini project. Students have to do OO analysis & design
for the project problem, and develop use case model, analysis model and design modelfor it, using UML.
Practical assignment :Nine assignments, one on each of the diagrams learnt in UML
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Network Security
Lectures: 4 Hrs/week Tutorial :- 1 Hr /
week
One paper: 100 marks / 3 Hrs duration Term Work : 25 marks
1 Introduction:
Attacks, Services and Mechanisms, Security Attacks, Security Services,
Integrity check, digital Signature, authentication, hash algorithms
3 hrs
2 Secret Key Cryptography:
Block Encryption, DES rounds, S- Boxes
IDEA: overview, comparison with DES, Key expansion, IDEA rounds, Uses
of Secret key Cryptography; ECB, CBC, OFB, CFB, Multiple encryptions DES.
5 hrs
3 Hash Functions and Message Digests:
Length of hash, uses, algorithms (MD2, MD4, MD5, SHS)
MD2:Algorithm(padding, checksum, passes.) MD4 and 5: algorithm
(padding, stages, digest computation.) SHS: overview, padding, stages.
4 hrs
4 Public key Cryptography:
Algorithms, examples, Modular arithmetic (addition, multiplication, inverse,
and exponentiation) RSA: generating keys, encryption and decryption. Other
Algorithms: PKCS, Diffie- Hellman, El-Gamal signatures, DSS, Zero-
Knolwedge Signatures.
3 hrs
5 Authentication:
Password Based, Address Based, Cryptographic Authentication.
Passwords: in distributed systems, on-line vs off-line guessing, storing.
Cryptographic Authentication: passwords as keys, protocols, KDCs,
Certification Revocation, Inter-domain, groups, delegation.Authentication of
People:
Verification techniques, passwords, length of passwords, password
distribution, smart cards, biometrics
4 hrs
6 Security Policies & Security Handshake Pitfalls:What is security policy, high and low level policy, user issues?
Protocol problems, assumptions, Shared secret protocols, public key
protocols, mutual authentication, reflection attacks, use of timestamps, nonce
and sequence numbers, session keys, one- and two- way public key based
authentication.
3 hrs
7 Example System:
Kerberos: purpose, authentication, server and ticket granting sever, Keys and
tickets, use of AS and TGS, replicated servers.
Kerberos V4: names, inter-realm authentication, Key version numbers
Kerberos V5: names, realms, delegation, forwarding and proxies, ticket lifetimes,
revoking tickets, multiple Realms.
4 hrs
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8 Network Security:
Electronic mail security, IP security, Network management security
3 hrs
9 Security for electronic commerce: SSL, SET 3hrs
10 System securityIntruders and Viruses, Firewalls, Intrusion Detection
3 hrs
Tutorials
1. Numerical problems on DES, IDEA, MD2, MD5, Diffie-Helman and El-
Gamal Signatures
2. Comparative study of network security tools
3. Vulnerability tools: Nessus, Retina,Wireshark, Nmap
4. Packet Sniffers: Tcpdump,Ettercap, Dsniff
References1. Kaufman, c., Perlman, R., and Speciner, M., . Network Security, Private
Communication in a public world, 2nd ed., Prentice Hall PTR.,2002
2. Stallings, W.,. Cryptography and Network Security: Principles and
Practice, 3rd ed., Prentice Hall PTR.,2003.
3. Atul Kahate, Cryptography and Network Security, McGraw Hill
4. Stallings, W.Network security Essentials: Applications and standards,
Prentice Hall, 2000
5. Cryptography & Network Security ;McGraw-Hill ; Behrouz A Forouzan
http://www.amazon.com/exec/obidos/search-handle-url/105-2402926-9489222?_encoding=UTF8&search-type=ss&index=books&field-author=Behrouz%20A%20Forouzanhttp://www.amazon.com/exec/obidos/search-handle-url/105-2402926-9489222?_encoding=UTF8&search-type=ss&index=books&field-author=Behrouz%20A%20Forouzan -
8/3/2019 syll 4 sem
11/18
Software Project Management
Lectures: 4 Hrs/week Tutorial :- 1 Hr / week
One paper: 100 marks / 3 Hrs duration Term Work : 25 marks
Introduction
1.1 What is project?
1.2 What is project management
1.3 The Role of project manager
1.4 The project management profession
1.5 Project life cycle
3 hrs
Technology Context
2.1 A Systems View of Project Management2.2 Understanding Organizations
2.3 Stakeholder Management
2.4 Project Phases and the Project Life Cycle
2.5 The Context of Information Technology Projects
4 hrs
Introduction : Developing the Project Schedule
3.1 Project Management Software Tools
3.2 Developing the Project Budget
3.3 Finalizing the Project Schedule and Budget
3.4 Monitoring and Controlling the Project3.5 The Project Communications Plan
3.6 Project Metrics
3.7 Reporting Performance and Progress
3.8 Information Distribution
7 hrs
The Importance of Project Risk Management
4.1 Risk Management Planning
4.2 Common Sources of Risk on Information Technology Projects
4.3 Risk Identification
4.5 Qualitative Risk Analysis
4.6 Quantitative Risk Analysis4.7 Risk Response Planning
4.8 Risk Monitoring and Control
4.9 Using Software to Assist in Project Risk Management
6 hrs
The Importance of Project Procurement Management
6.1 Planning Purchases and Acquisitions
6.2 Planning Contracting
6.3 Requesting Seller Responses
6.4 Selecting Sellers
6.5 Administering the Contract
6.6 Closing the Contract6.7 Using Software to Assist in project Procurement Management
6.8 Out Sourcing
7 hrs
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Change Management
7.1 The Nature of Change
7.2 The Change Management Plan
7.3 Dealing with Resistance and Conflict
6 hrs
Leadership & Ethics in Projects
8.1 Project Leadership
8.2 Ethics in Projects
8.3 Multicultural Projects
3 hrs
Introduction
9.1 Project Implementation
9.2 Administrative Closure
9.3 Project Evaluation
3 hrs
References :
Information Technology Project Management : Kathy SchwalbeThomson Publication
Information Technology Project Management Providing Measurable
Organizational value Jack Marchewka WILEY INDIA
Software Engineering Project Management by Richard Thayer , Edward
Yourdon WILEY INDIA
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8/3/2019 syll 4 sem
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Customer Resource Management
Lectures: 4 Hrs/week Tutorial :- 1 Hr /
weekOne paper: 100 marks / 3 Hrs duration Term Work : 25 marks
1 Introduction to CRM and eCRM:
What is customer? How do we define CRM? CRM technology components,customer life style, customer interaction. Defference between CRM and eCRM,features of eCRM
6 hrs
2 Sales Force Automation(SFA)
Definition and need of SFA, barriers to successful SFA, SFA functionality,technological aspect of SFA , data synchronization, flexibility and performance,reporting tools.
6hrs
3 Enterprise Marketing Automation(EMA)
Components of EMA, marketing campaign, campaign planning and
management, business analytic tools, EMA components (promotions, events
loyalty and retention programs), response management
6 hrs
4 Call Center
Meaning, customer interaction, the functionality, technological implementation,
what is ACD( Automatic Call Distribution), IVR ( Interactive Voice Response ),
CTI ( Computer Telephony Integration ), web enabling the call center,
automated intelligent call routing, logging & monitoring
6 hrs
5 Implementing CRM
Pre implementation , kick off meeting, requirements gathering, prototyping and
detailed proposal generation, development of customization, Power User Beta
Test and Data import, training, roll out and system hand off, ongoing support ,
system optimization, follow up.
6 hrs
6 Introduction to Application Service Provider (ASP)
Who are ASPs ? their role and function , advantages and disadvantages ofimplementing ASP
6 hrs
7 Impact of CRM on Marketing Channels
Meaning, how does the traditional distribution channel structure support
customer relationship, emerging channel trends that impact CRM
6 hrs
8 Case studies3hrs
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References :
1. CRM at the speed of light by Paul Greenberg, TMH 2nd edition2. Customer Relationship Management by V, Kumar , Werner J,
Reinartz , WILEY India Edition H3. Customer Relations Management by Zikmund WILEY India Edition
H4. Customer Relations Management by Kristin Anderson and Carol Kerr ,
TM
Assignments
STUDENTS has to submit 7 ASSINGMENTS
Case study:
Present a report of 10-15 pages on any topics from syllabus
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Artificial Intelligence
Lectures: 4 Hrs/week Tutorial :- 1 Hr /
week
One paper: 100 marks / 3 Hrs duration Term Work : 25
marks
1 Introduction to Artificial Intelligence:
A Definition, underlying assumption, what is AI, A.I. technique,different models of Intelligence
4 hours
2 Problem Solving:
Problems and problem spaces: defining the problem, production
systems, control strategies, Heuristic searches, Problem
characteristics, Production system characteristics,
4 hours
3 Basic Problem Solving Methods:
Forward versus backward reasoning, Problem Trees versus Problem
Graphs, Knowledge representation and the Frame problem, Matching
4 hours
4 Knowledge Representation Using Predicate Logic:
Introduction to Representation, representing simple facts in Logic,
Augmenting the Representation, with Computable functions and
Predicates, Uncertainty and Bayesian Network ( brief introduction
only)
8 hours
5 Natural Language Understanding:
Introduction, Understanding single sentences, Understanding
multiple sentences, Language generation, Machine Translation
4 hours
6 Neural Networks and Fuzzy Systems:
Neural and fuzzy machine Intelligence, Fuzziness as Multivalence,
8 hours
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The Dynamical Systems approach to Machine Intelligence, The brain
as a dynamical system, Neural and fuzzy systems as function
Estimators, Neural Networks as trainable Dynamical system, Fuzzy
systems and applications, Intelligent Behavior as Adaptive Model free
Estimation, Generalization and creativity, Learning as change,
Symbol vs Numbers, Rules vs Principles, Expert system Knowledge
as rule trees, Symbolic vs Numeric Processing, Fuzzy systems as
Structured Numerical estimators, Generating Fuzzy rules with
product space Clustering, Fuzzy Systems as Parallel associators,
Fuzzy systems as Principle based Systems
7 Genetic Algorithms:
A simple genetic algorithm, A simulation by hands, similarity
templates(Schemata), Mathematical foundations, Schema Processingat work, The two- armed and k-armed Bandit Problem, The building
block hypothesis, The minimal Deceptive Problem
4 Hours
Term Work :-Term work/Assignment :- Each candidate will submit a journal in
which at least 10 assignments based on the above syllabus and the internal test
paper. Test will be graded for 10 marks and assignments will be graded for 15
marks.
Reference Books:
1. Artificial Intelligence, by Elain Rich, McGRAW-HILL International BookCompany
2. Artificial Intellgence & Intelligent System , Pandy Oxford Press3. Artificial Intelligence by Rob Callan, Palgrave Macmillan4. Introduction to Artificial Intelligence By Eugene Charniak, Drew
McDermott- Addison Wesley
5. Neural Networks and fuzzy systems A dynamical systems approach tomachine Intelligence by Bart Kosko- PHI
6. Genetic Algorithms in search, Optimization & Machine Learning by DavidE Goldberg-Addison Wesley
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Embedded Systems Programming
Lectures: 4 Hrs/week Tutorial :- 1 Hr / week
One paper: 100 marks / 3 Hrs duration Term Work : 25 marks
1
.
Microprocessor platforms - an introduction
Popular uP 6811, 8051, 80188, ARM7, ARM9
Memory types (EPROM, Flash, Flash Disk)
Displays (LED, LCD, panel)
I/O device - ADC, DAC, timers, UART, parelell port, USB
Development prototype boards (one for the Lab work)
JTAG built-in debugging
6 HRS
2
.
Development Tools
BSP (one for the Lab work WinCE .NET CF)
SDK components, Runtime library
Development Environment
8 HRS
3
.
Embedded OS Overview & Concepts
linux - make, gcc, assembler, loader, locator
Windows - VB.NET, .NET CF (Compact Framework)
ADEOS type simple real-time operating system
6 HRS
4
.
Embedded Programming differences
Interrupt, Timer Interrupt, Timer Driver, Scheduler
Memory map
4 HRS
5
.
Embedded OS architecture
Outline of Realtime, Time Triggered and Event Driven StructureIntroduction to
Embedded Linux
WinCE, .NET CF, Embedded XP
In details - one selected for Lab
8 HRS
6
.
Special testing methods for the embedded system
Debugging and testing methods
Time sequence testing,
4 HRS
7
.
Mobile Handheld Platform - specific programming tools
Telephony protocols and OS support
OS - Symbian OS, Pocket PC, Smartphone
4 HRS
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