ANNA UNIVERSITY TIRUNELVELI
M.E.COMPUTER SCIENCE AND ENGINEERING
CURRICULUM 2005 - FULL TIME MODE
SEMESTER – I
Code No. Course Title L T P M
Theory
MA1617 Mathematical Foundations of Computer Science
3 1 0 100
CS1601 Computer Architecture
3 1 0 100
CS1602 Data Structures and Algorithms
3 0 0 100
CS1603 Operating Systems
3 0 0 100
CS1604 Software Engineering Methodologies
3 1 0 100
Practical
CS1605 Data Structures Lab
0 0 3 100
CS1606 Operating System Lab
0 0 3 100
SEMESTER – II
Code No. Course Title L T P M
Theory
CS1651 Data Base Technology
3 0 0 100
CS1652 Computer Networks
3 0 0 100
CS1653 Compiler Design
3 0 0 100
CS1654 Object Oriented System Design
3 0 0 100
CS1655 Web Technology
3 0 0 100
E1*** Elective I 3 0 0 100
Practical
CS1656 Networking Lab
0 0 3 100
CS1657 Database & Web Technology Lab
0 0 3 100
SEMESTER – III
Code No. Course Title L T P M
Theory
E2*** Elective II 3 0 0 100
E3*** Elective III 3 0 0 100
E4*** Elective IV 3 0 0 100
Practical
CS1751 Project Work (Phase I) 0 0 12 *
SEMESTER – IV
Code No. Course Title L T P M
CS1751 Project Work (Phase II) 0 0 24 *
* As per Regulations 2005
LIST OF ELECTIVES
M.E.COMPUTER SCIENCE AND ENGINEERING
Code No. Course Title L T P M
CS1621 Theory of Computation
3 0 0 100
CS1622 Soft Computing
3 1 0 100
CS1623 Mobile Computing
3 0 0 100
CS1624 Distributed Computing
3 0 0 100
CS1625 Multimedia Systems
3 0 0 100
CS1626 XML and Web Services
3 0 0 100
CS1627 Bio Informatics
3 0 0 100
CS1628 Grid Computing
3 0 0 100
CS1629 Network Security
3 0 0 100
CS1630 Embedded Systems
3 0 0 100
CS1631 Digital Imaging
3 0 0 100
CS1632 Software Quality Assurance
3 0 0 100
CS1633 Ad hoc Networks
3 0 0 100
CS1634 Data Warehousing and Data Mining
3 0 0 100
CS1635 Performance Evaluation of Computer Systems and Networks
3 0 0 100
CS1636 Agent Based Intelligent Systems
3 0 0 100
CS1637 Visualization Techniques
3 0 0 100
CS1638 Advanced Databases
3 0 0 100
CS1639 Software Project Management
3 0 0 100
CS1640 Component Based Technology
3 0 0 100
CS1645 Special Elective 3 0 0 100
MA1617 MATHEMATICAL FOUNDATIONS OF COMPUTER SCIENCE
3 1 0 100
UNIT – I : FUNDAMENTAL STRUCTURES 9
Set theory:- Relationships between sets - Operations on sets - Set identities - Principle of inclusion and exclusion - Minsets.
Relations:– Binary relations - Partial orderings - Equivalence relations.
Functions:– Properties of functions - Composition of functions – Inverse functions
- Permutation functions.
UNIT – II: LOGIC 9
Propositional logic – Logical connectives – Truth tables – Normal forms ( conjunctive and disjunctive) - Predicate logic - Universal and existential quantifiers - Proof techniques – direct and indirect – Proof by contradiction – Mathematical Induction.
UNIT – III: COMBINATORICS 9
Basics of counting – Counting arguments – Pigeonhole principle - Permutations and Combinations - Recursion and Recurrence relations – Generating functions.
UNIT – IV: MODELING COMPUTATION AND LANGUAGES 9
Finite state machines – Deterministic and Non- deterministic finite state machines – Turing Machines - Formal Languages – Classes of Grammars – Type_0 – Context Sensitive – Context – Free – Regular Grammars – Ambiguity
UNIT – V : DISCRETE PROBABILITY 9
Finite probability - Probability distributions - Conditional Probability – Independence - Bayes’ theorem - Mathematical expectation.
L -45 T-15 Total -60
TEXTBOOK
1. Judith L.Gersting, “Mathematical Structures for Computer Science”, Fifth Edition, W.H. Freeman and Company, NY, 2003.
REFERNCES
1. J.P. Tremblay and R. Manohar, “Discrete Mathematical Structures with Applications to Computer Science”, TMH, 1997.
2. Kenneth H. Rosen, “Discrete Mathematics and its Applications”, Fifth Edition, TMH, 2003.
3. R.P. Grimaldi, “Discrete and Combinatorial Mathematics”, Pearson Edition, New Delhi 2002.
4. M.K. Venkataraman, N. Sridharan and N.Chandrasekaran, “Discrete Mathematics”, The National Publishing Company, 2003.
CS1601 COMPUTER ARCHITECTURE 3 1 0 100
UNIT I FUNDAMENTALS OF COMPUTER DESIGN 9
Measuring and Reporting performance - Quantitative principles of computer Design - Classifying instruction set Architecture - Memory addressing - Addressing modes - Type and size of operands - Operations in the instruction set - Operands and operations for media and signal processing - Instructions for control flow - Encoding an instruction set - Example Architecture - MIPS and TM32.
UNIT II INSTRUCTION LEVEL PARALLELISM 9
Pipelining and Hazards - Concepts of ILP - Dynamic scheduling - Dynamic Hardware prediction - Multiple issues - Hardware based speculation - Limitations of ILP - Case studies: lP6 Microarchitecture
UNIT III INSTRUCTION LEVEL PARALLELISM WITH SOFTWARE APPROACHES 9
Compiler techniques for exposing ILP - Static branch prediction - Static multiple issue : VLIW - Advanced compiler support - Hardware support for exposing parallelism - Hardware Vs software speculation. Mechanism - IA 64 and Itanium Processor.
UNIT IV MEMORY AND I/O 9
Cache performance - Reducing cache miss penalty and miss rate - Reducing hit time - Main memory and performance - Memory technology. Types of storage devices - Buses - RAID - Reliability, availability and dependability - I/O performance measures - Designing I/O system.
UNIT V MULTIPROCESSORS AND THREAD LEVEL PARALLELISM 9
Symmetric and distributed shared memory architectures - Performance issues - Synchronization - Models of memory consistency - Multithreading.
L- 45 T-15 Total - 60
TEXTBOOK
1. John L. Hennessey and David A. Patterson," Computer Architecture: A Quantitative Approach", Third Edition, Morgan Kaufmann, 2003.
REFERNCES
1. D. Sima, T. Fountain and P. Kacsuk, " Advanced Computer Architectures: A Design Space Approach", Addison Wesley, 2000.
2. Kai Hwang " Advanced computer architecture Parallelism Scalability Programmability" Tata Mcgraw Hill Edition 2001.
3. Vincent P.Heuring, Harry F.Jordan, “ Computer System Design and Architecture” , Addison Wesley , 2nd Edition 2004.
CS1602 DATA STRUCTURES AND ALGORITHMS 3 0 0 100
UNIT I INTRODUCTION 8
Basic concepts of OOPs – Templates – Algorithm Analysis – ADT - List (Singly, Doubly and Circular) Implementation - Array, Pointer, Cursor Implementation
UNIT II BASIC DATA STRUCTURES 11
Stacks and Queues – ADT, Implementation and Applications - Trees – General, Binary, Binary Search, Expression Search, AVL, Splay, B-Trees – Implementations - Tree Traversals.
UNIT III ADVANCED DATA STRUCTURES 10
Set – Implementation – Basic operations on set – Priority Queue – Implementation - Graphs – Directed Graphs – Shortest Path Problem - Undirected Graph - Spanning Trees – Graph Traversals
UNIT IV MEMORY MANAGEMENT 7
Issues - Managing Equal Sized Blocks - Garbage Collection Algorithms for Equal Sized Blocks - Storage Allocation for Objects with Mixed Sizes - Buddy Systems - Storage Compaction
UNIT V SEARCHING, SORTING AND DESIGN TECHNIQUES 9
Searching Techniques, Sorting – Internal Sorting – Bubble Sort, Insertion Sort, Quick Sort, Heap Sort, Bin Sort, Radix Sort – External Sorting – Merge Sort, Multi-way Merge Sort, Polyphase Sorting - Design Techniques - Divide and Conquer - Dynamic Programming - Greedy Algorithm – Backtracking - Local Search Algorithms
Total No. of Periods : 45
TEXTBOOKS
1. Mark Allen Weiss, “Data Structures and Algorithm Analysis in C++”, Pearson Education, 2002.
2. Aho, Hopcroft, Ullman, “Data Structures and Algorithms”, Pearson
Education, 2002.
REFERNCES
1. Horowitz, Sahni, Rajasekaran, “Computer Algorithms”, Galgotia, 2000
2. Tanenbaum A.S., Langram Y, Augestien M.J., ”Data Structures using C & C++”, Prentice Hall of India, 2002
CS1603 OPERATING SYSTEMS 3 0 0 100
UNIT I INTRODUCTION 7
Main frame Systems, Desktop Systems – Multiprocessor Systems – Distributed Systems – Clustered Systems – Real Time systems – Hand held Systems, Operating Systems Structures: System Components – Operating System Services - System calls - System Programs – System Design and Implementation - CPU scheduling: Basic Concepts – Scheduling Algorithms.
UNIT II PROCESS MANAGEMENT 11
Process Concepts - Process Scheduling - Operation on Process - Co-Operating process - Inter Process Communication - Threads: Multithreading Models - Process Synchronization: The Critical Section Problem – Synchronization Hardware - Semaphores – classical problem of Synchronization – Monitors - Deadlock: Deadlock Characterization - Methods for handling Deadlocks - Deadlock Prevention – Deadlock Avoidance - Deadlock Detection – Recovery from Deadlock.
UNIT III MEMORY MANAGEMENT 9
Background – Swapping - Contiguous Memory Allocation - Paging - Segmentation – Segmentation with paging - Virtual Memory: Demand paging - Page Replacement - Thrashing.
UNIT IV FILE SYSTEMS 9
File Concepts - Access methods - Directory Structure - File Protection - File System Implementation: File System Structure and Implementation – Directory Implementation – Allocation methods Free Space Management – Recovery - Disk Structure – Disk Scheduling.
UNIT V DISTRIBUTED OPERATING SYSTEM 9
Design issues in distributed operating system-Distributed file systems - Naming and Transparency-Remote File Access-Stateful versus Stateless service – Distributed Coordination- Event Ordering-Mutual Exclusion- Atomicity- Concurrency Control- Deadlock Handling-Election Algorithms-Case Study-Linux.
Total No. of Periods: 45
TEXTBOOKS
1. Silberschatz, Galvin, Gagne “ Operating System Concepts” Sixth Edition, 2003
2. Pradeep K.Sinha, “ Distributed OS concepts and Design ”, IEEE computer Society Press, PHI 1998.
REFERENCES
1. Andrew S. Tanenbaum , “Modern Operating Systems”, PHI , 2nd Edition 2001
2. Achut S. Godbole and Kahate Atul , “Operating Systems & Systems Programming ”, Tata Mcgraw Hill, 2003.
3. Charles Crowley, “ Operating systems: A Design Oriented Approach”, Tata McGraw Hill, 1999.
CS1604 SOFTWARE ENGINEERING METHODOLOGIES 3 1 0 100
UNIT I 11
A Generic View Of Processes – Process Maturity – Process Models – Agile Process And Models – Software Cost Estimation –Risk Analysis – Software Project Planning & Scheduling.
UNIT II REQUIREMENT ANALYSIS 6
System Engineering Hierarchy – Requirement Engineering: Tasks, Initiating The Process, Eliciting Requirements, Developing Use Cases – Negotiating Requirements – Validating Requirements – Building The Analysis Models: Concepts – Object Oriented Analysis – Scenario Based Modeling – Data & Control Flow Oriented Model – Class Based Model – Behavioral Model.
UNIT III SOFTWARE DESIGN 8
Design Concepts – Design Models – Pattern Based Design – Architectural Design – Component Level Design – Class Based And Conventional Components Design – Real-time System Design - User Interface : Analysis And Design.
UNIT IV SOFTWARE TESTING 7
Software Testing – Strategies – Issues – Test Strategies For Conventional And Object Oriented Software – Validation And System Testing - Testing Tactics: White Box Testing, Basis Path Testing – Control Structure Testing – Black Box Testing - Object Oriented Testing – Testing GUI – Testing Client/Server – Test Documentation.
UNIT V SOFTWARE QUALITY ASSURANCE 13
Software Quality Concepts – Quality Assurance – Software Technical Reviews – Formal Approach To Software Quality Assurance - Reliability – Quality Standards – Software Quality Assurance Plan – Software Maintenance - Software Configuration Management –Reverse Engineering & Reengineering – Use of CASE Tools
L -45 T-15 Total - 60
TEXTBOOKS
1. Roger S. Pressman., Software Engineering: A Practitioner’s Approach (Sixth Edition), McGraw Hill, 2005.
2. I.Sommerville, Software Engineering, V Edition: Addison Wesley, 1996.
REFERNCES
1. Pankaj Jalote- An Integrated Approach to Software Engineering, Springer Verlag, 1997.
2. James F Peters and Witold Pedryez, “Software Engineering – An Engineering Approach”, John Wiley and Sons, New Delhi, 2000.
3. Fairely, “Software Engineering Concepts”, McGraw Hill, 1995
CS1605 DATA STRUCTURES LABORATORY 0 0 3 100
1. Implementation of Singly ,Doubly and Circular linked list .
2. Implementation of Multistack in a Single Array.
3. Implementation of Circular Queue.
4. Implementation of Binary Search trees.
5. Implementation of Hash table.
6. Implementation of Heaps.
7. Implementation of AVL Rotations.
8. Implementation of Breadth First Search Techniques.
9. Implementation of Depth First Search Techniques.
10. Implementation of Prim’s Algorithm.
11. Implementation of Dijkstra’s Algorithm.
12. Implementation of Kruskal’s Algorithm
13. Implementation of Searching Techniques
14.Implementation of Sorting Techniques
CS1606 OPERATING SYSTEM LABORATORY 0 0 3 100
1. Implement the following CPU Scheduling Algorithms.
i) FCFS ii) Round Robin iii) Shortest Job First .
2. Implement the Mutual Exclusion Problem Using Dekker’s Algorithm.
3. Implement Inter Process Communication Problem (Producer-Consumer /
Reader- Writer Problem ) Using Semaphores.
4. Implement Best fit, First Fit Algorithm for Memory Management.
5. Implement Memory Allocation with Pages.
6. Implement FIFO page Replacement Algorithm.
7. Implement LRU page Replacement Algorithm.
8. Implement the creation of Shared memory Segment.
9. Implement File Locking.
10. Implement Banker’s algorithm.
SEMESTER – II
CS1651 DATA BASE TECHNOLOGY 3 0 0 100
1. DATA BASE SYSTEM CONCEPT 10
File systems - Database systems - Database systems architecture - Data models - Relational model – Hierarchical model - Network model - Entity-Relationship model - Data Dictionary - Database Administration and control.
2. RELATIONAL DATABASES 9
Codd's rules - Base tables - Views - Domains and key concept - Integrity rules - Relational Algebra – Relational calculus - Commercial query languages - Embedded SQL - Normalization and database design.
3. DATABASE SYSTEM DESIGN 8
File and storage structures - Indexing and Hashing - Query processing - Database recovery - Concurrency control - Transaction processing - Security and Integrity - Triggers.
4. DISTRIBUTED DATABASES 9
Centralized versus distributed databases - Fragmentation - Distributed database architecture - Client / Server databases - Distributed transactions - Locking and Commit protocols - Distributed concurrency Control – Security and reliability - Parallel databases.
5. ADVANCED DATABASES 9
The World Wide Web - Object oriented database - Object Relational database - XML, XML/QL - Data Analysis and OLAP - Data mining - Data warehousing.
Total No of periods: 45
REFERENCES:
1. Abraham Silberschatz, Henry. F. Korth, S.Sudharsan, Database System Concepts, 4th Edition, Tata McGraw Hill, 2002.
2. Ramez Elmasri, Shamkant B. Navathe, Fundamentals of Database Systems, 3rd Edition, Addison Wesley, 2004.
3. Jim Buyens, Step by Step Web Database Development, PHI, 2001.
4. Stefano Ceri & Giuesppe Pelagatti, Distributed Databases - Principles and Systems, McGraw Hill Book Company, 1987.
5. C.J.Date, “An Introduction to Database system”, Pearson Education, 7th Edition, 2003
CS1652 COMPUTER NETWORKS 3 0 0 100
1. NETWORK ARCHITECTURE 9
Layering and protocols – OSI Architecture – Internet Architecture – Link and Medium Access protocols – Framing – Error Detection – reliable Transmission – IEEE 802 Standards – Ethernet – Token Rings – Wireless - Network Adapters.
2. NETWORK LAYER 9
Circuit Switching – Packet Switching – Switching and Forwarding – Bridges and LAN Switches – Cell Switching – Inter networking – Routing – Global Internet – Multicast.
3. TRANSPORT LAYER 9
UDP – TCP – Remote Procedure Call – Performance – Congestion Control and Resource Allocation – TCP Congestion Control – Congestion Avoidance Mechanisms – Quality of Service : Bandwidth – Delay – Jitter.
4. NETWORK SECURITY AND APPLICATION 9
Cryptographic Algorithms – DES – RSA – MD5 – Security Mechanisms – Fire Walls – Name Service – Traditional Applications – SMTP – HTTP – Multimedia Application – RTP – RTCP – SCTP .
5. NETWORK MANAGEMENT 9
Introduction – Network Monitoring – Network Control – SNMPV I Network Management Concepts – Information – Standard MIBS.
Total No of periods: 45
REFERENCES:
1. Larry L.Peterson and Brule S.Davie, “Computer Networks – A System Approach” MarGankangmann – Harcourt Asia, Second Edition, 2002 (Unit I, II, III & IV)
2. William Stallings, “SNMP, SNMP V2, SNMPV3, RMON 1 and 2”, 3rd Edition. Addison Wesley, 6th Indian reprint 2002. (Unit V)
3. J.F Kurose and K.W. Ross, “Computer Networking –A top –down approach featuring the internet”, Addison Wesley, 2001.
4. William Stallings, “Data & Computer Communication”, 6th Edition, Pearson Education, 2002.
5. Mani Subramanian, “Network Management: Principles and Practice”, Addison Wesley, 2000.
CS1653 COMPILER DESIGN 3 0 0 100
1. INTRODUCTION 9
Basic concepts - Grammar - Language - Parts of a compiler – Grouping of phases - Compiler construction tools.
2. LEXICAL ANALYZER 9
Role of a lexical analyzer – Input buffering - Specification and recognition of tokens - Finite automata - Regular expression to finite automation – Optimization of DFA-based pattern matchers-Use of a tool for generating lexical analyzer.
3. SYNTAX ANALYZER 9
Role of a parser - Context-free grammars - Top-down parsing - Bottom-up parsing - Use of a tool to generate parsers.
4. INTERMEDIATE CODE GENERATION 9
Intermediate languages - Declaration - Assignment statements - Boolean expressions - Flow control statements –Back patching.
5. CODE GENERATION 9
Introduction to optimization techniques - Issues in the design of a code generator - Run-time storage management - Design of a simple code generator.
Total No of periods: 45
REFERENCES:
1. A.V. Aho, Ravi Sethi, J.D. Ullman, Compilers - Principles, Techniques and Tools, Addison- Wesley, 1988.
2. Fischer Leblanc, Crafting Compiler, Benjamin Cummings, Menlo Park, 1988.
3. Kennath C.Louden, Compiler Construction Principles and Practice, Vikas publishing House, 2003.
4. Allen I. Holub, Compiler Design in C, Prentice Hall of India, 2001.
CS1654 OBJECT ORIENTED SYSTEM DESIGN 3 0 0 100
1. OBJECT ORIENTED DESIGN FUNDAMENTALS 9
The Object Model – Classes And Objects - Complexity Of Software – Classification – Notation – Process – Pragmatics – Binary And Entity Relationship – Object Types – Object State – OOSD Life Cycle.
2. OBJECT ORIENTED METHODOLOGIES AND UML 9
Object Oriented Methodology: Rumbaugh, Booch, Jacobson, Shaler/Mellor, Coad/Yardon – Patterns – Frame Works – The Unified Approach – UML
3. OBJECT ORIENTED ANALYSIS 9
Identify Use Cases – Use Case Model – Documentation – Classification – Identifying Classes – Noun Phrases Approach – Common Class Pattern Approach – Use Case Driven Approach – Identifying Object Relationship, Attributes And Models.
4. OBJECT ORIENTED DESIGN 9
Design Process – Design Axioms – Designing Classes – Access Layer Design – View Layer Design.
5. MANAGING OBJECT ORIENTED DEVELOPMENT 9
Managing Analysis And Design – Evaluation Testing – Coding – Maintenance – Metrics – Case Study: Foundation Class Library – Client/Server Computing.
Total No. Of Periods: 45
REFERENCES:
1. Ali Bahrami, Object Oriented System Development, Mc Graw Hill International Edition, 1999.
2. Larman, Applying UML & Patterns: An Introduction to Object Oriented Analysis and Design, Pearson Education, 2nd Edition, 2003.
3. Bernd Bruegge, Allen H. Dutoit, “Object Oriented Software Engineering using UML, Patterns and Java”, Pearson Education 2nd Edition 2004.
CS1655 WEB TECHNOLOGY 3 0 0 100
1. INTRODUCTION 9
Introduction – Network concepts – Web concepts – Internet addresses - Retrieving Data with URL – HTML – DHTML: Cascading Style Sheets - Scripting Languages: Javascript – Vbscript.
2. COMMON GATEWAY INTERFACE 9
Common Gateway Interface: Programming CGI Scripts – HTML Forms – Custom Database Query Scripts – Server Side Includes – Server security issues – XML.
3. JAVA PROGRAMMING 9
Java fundamentals: Classes – Inheritance – Packages – Interfaces – Exceptions Handling – Multi threading - Applets
4. SERVER SIDE PROGRAMMING 9
Server side Programming – Active server pages – Java server pages – Java Servlets: Servlet container – Exceptions – Sessions and Session Tracking – Using Servlet context – Dynamic Content Generation – Servlet Chaining and Communications.
5. APPLICATIONS 9
Simple applications – Internet Commerce – Database connectivity – Online databases – EDI Applications in Business – Plug-ins – Firewalls
Total No. of Periods: 45
REFERENCES:
1. Deitel, Deitel and Neito, “INTERNET and WORLD WIDE WEB – How to program”, Pearson education asia, 2001
2. D.Norton and H. Schildt, “Java 2: The complete Reference”, TMH, 2000.
3. Elliotte Rusty Herold , “Java Network Programming”, O’Reilly Publications, 3rd Edition, 2004.
4. Eric Ladd and Jim O’Donnell, et al, “USING HTML 4, XML, and JAVA1.2”, PHI publications, 2003.
5. Jeffy Dwight, Michael Erwin and Robert Nikes “USING CGI”, PHI Publications, 1997
CS1656 NETWORKING LAB 0 0 3 100
1. Retrieving data with URLs
2. Implementation of Socket Programming
a. Using TCP/IP
b. Using UDP
3. Implementation of FTP
4. Implementation of ECHO/PING/TALK
5. Implementation of Remote command Execution
6. Implementation of ARP
7. Implementation of RARP
8. Implementation of RMI / RPC
9. Implementation of Shortest Path Routing Algorithm
10. Implementation of Sliding Window Protocol
CS1657 DATABASE AND WEB TECHNOLOGY LAB 0 0 3 100
1. Study of all SQL commands
2. Implement the concept of Normalization
3. Implement the inventory control system with a reorder level
4. Develop a package for a bank to maintain its customer details
5. Develop a package for the payroll of a company
6. Designing a web site using HTML, DHTML and Client side Scripting
7. Write a program in java for getting time and data information from the server using TCP/UDP
8. Write a program in java to implement Database Connectivity
9. Write a JSP program for order processing
10. Write a ASP program using the components
ELECTIVES
CS1621 THEORY OF COMPUTATION 3 0 0 100
1. FINITE AUTOMATA AND REGULAR LANGUAGES 9
Finite Automata and Regular languages - Regular expressions and Regular languages –non determinism and Kleenes theorem, Equivalence of DFA and NFA, Finite Automation with e-moves, equivalence of regular expression and NFA with e-moves – pumping lemma for regular sets.
2. CONTEXT FREE LANGUAGES 9
Context free languages, Derivation and languages, Relationship between derivation and derivation trees, Simplification of context free grammars – Normal forms for context free grammars, CNF, and GNF.
3. PUSH DOWN AUTOMATA (PDA) 9
Acceptance by PDA, Pushdown automata and Context free languages, Pumping lemma for CFL, deterministic Context free languages and Deterministic pushdown automata.
4. TURING MACHINE 9
Context sensitive languages and LBA, Turing machine (Definition and examples), Computable languages and functions, Church Turing hypothesis, Universal Turing machine, P and NP problems, NP-complete.
5. UNSOLVABLE PROBLEMS 9
Unsolvable problems - Rice Theorem - Post's correspondence Problem, Recursive and recursively enumerable languages.
Total No of periods: 45
REFERENCES:
1. Hopcroft and Ullman, Introduction to Automata, Languages and Computation, Narosa Publishers,2nd Edition, 2000
2. A.M.Natarajan, A. Tamilarasi & P.Balasubramani,” Theory of Computation” New age International publishers, 2002
3. John.C.Martin, Introduction to languages and the Theory of Computation, 2nd Edition, McGraw Hill,1997
4. K.L.P.Mishra, N.Chandrasekaran, Theory of Computation, EEE, Prentice Hall of India, 2nd Edition, 1998.
5. Peter Linz, “An Introduction to formal languages and Automata, Narosa Publishing House, 2001.
6. Harry R. Lewis, Christos H. Papadimitriou, “Elements of Theory of Computation, Prentice Hall, 2002.
CS1622 SOFT COMPUTING 3 0 0 100
1. FUZZY SET THEORY 10
Introduction to Neuro – Fuzzy and soft Computing – Fuzzy Sets – Basic Definition and Terminology – Set-theoretic operations – Member Function Formulation and parameterization – Fuzzy Rules and Fuzzy Reasoning - Extension principle and Fuzzy Relations – Fuzzy If-Then Rules – Fuzzy Reasoning – Fuzzy Inference Systems – Mamdani Fuzzy Models-Sugeno Fuzzy Models – Tsukamoto Fuzzy Models – Input Space Partitioning and Fuzzy Modeling.
2. OPTIMIZATION 8
Derivative-based Optimization – Descent Methods – The Method of steepest Descent – Classical Newton’s Method – Step Size Determination – Derivative-free Optimization – Genetic Algorithms – Simulated Annealing – Random Search – Downhill Simplex Search.
3. NEURAL NETWORKS 10
Supervised Learning Neural Networks – Perceptrons-Adaline – Backpropagation Multilayer perceptrons – Radial Basis Function Networks – Unsupervised Learning and Other Neural Networks – Competitive Learning Networks – Kohonen Self – Organizing Networks – Learning Vector Quantization – Hebbian Learning.
4. NEURO FUZZY MODELING 9
Adaptive Neuro-Fuzzy Inference Systems – Architecture – Hybrid Learning Algorithm – learning Methods that Cross-fertilize ANFIS and RBFN – Coactive Neuro-Fuzzy Modeling – Framework – Neuron Functions for Adaptive Networks – Neuro Fuzzy Spectrum.
5. APPLICATION OF COMPUTATIONAL INTELLIGENCE 8
Printed Character Recognition – Inverse Kinematics Problems – Automobile Fuel Efficiency prediction – Soft Computing for Color Recipe Prediction.
Total No. of Periods: 45
REFERENCES:
1. J.S.R.Jang, C.T.Sun and E.Mizutani, “Neuro-Fuzzy and Soft Computing”, PHI, Pearson Education 2004.
2. Timothy J.Ross,”Fuzzy Logic with Engineering Application “, McGraw Hill, 1977.
3. Davis E.Goldberg,”Genetic Algorithms:Search, Optimization and Machine Learning” Addison Wesley, N.Y.,1989.
4. S.Rajasekaran and G.A.V.Pai,”Neural Networks, Fuzzy Logic and Genetic Algorithms”,PHI, 2003.
5. R.Eberhart, P.simpson and R.Dobbins,”Computional Intelligence” PC Tools”,AP Professional,Boston 1996.
CS1623 MOBILE COMPUTING 3 0 0 100
1. INTRODUCTION 9
Medium Access Control : Motivation for Specialized MAC- SDMA- FDMA- TDMA- CDMA- Comparison of Access mechanisms – Tele communications : GSM- DECT- TETRA – UMTS- IMT-200 – Satellite Systems: Basics- Routing- Localization- Handover- Broadcast Systems: Overview – Cyclic Repetition of Data- Digital Audio Broadcasting – Digital Video Broadcasting
2. WIRELESS NETWORKS 9
Wireless LAN: Infrared Vs Radio Transmission – Infrastructure Networks- Ad hoc Networks- IEEE 802.11 – HIPERLAN – Bluetooth- Wireless ATM: Working Group- Services- Reference Model – Functions – Radio Access Layer – Handover- Location Management- Addressing Mobile Quality of Service- Access Point Control Protocol
3. MOBILE NETWORK LAYER 9
Mobile IP : Goals – Assumptions and Requirement – Entities – IP packet Delivery- Agent Advertisement and Discovery – Registration – Tunneling and Encapsulation – Optimization – Reverse Tunneling – IPv6 – DHCP- Ad hoc Networks
4. MOBILE TRANSPORT LAYER 9
Traditional TCP- Indirect TCP- Snooping TCP- Mobile TCP- Fast retransmit/ Fast Recovery- Transmission/ Timeout Freezing – Selective Retransmission- Transaction Oriented TCP
5. WAP 9
Architecture – Datagram Protocol- Transport Layer Security- Transaction Protocol- Session Protocol- Application Environment-Wireless Telephony Application
Total No of Periods: 45
REFERENCE
1. J.Schiller, Mobile Communication, Addison Wesley, 2000.
2. William Stallings, Wireless Communication and Networks, Pearson Education, 2003.
3. Singhal, WAP-Wireless Application Protocol, Pearson Education, 2003
4. Lother Merk, Martin. S. Nicklaus and Thomas Stober, Principles of Mobile Computing, Second Edition, Springer, 2003.
5. William C.Y.Lee, Mobile Communication Design Fundamentals, John Wiley, 1993.
CS1624 DISTRIBUTED COMPUTING 3 0 0 100
1. INTRODUCTION 9
Characterization of Distributed Systems - Examples - Resource Sharing and the Web - Challenges - System Models - Architectural and Fundamental Models - Networking and Internetworking - Types of Networks - Network Principles - Internet Protocols - Case Studies.
2. PROCESSES AND DISTRIBUTED OBJECTS 9
Interprocess Communication - The API for the Internet Protocols - External Data Representation and Marshalling - Client-Server Communication - Group Communication - Case Study - Distributed Objects and Remote Invocation - Communication Between Distributed Objects - Remote Procedure Call - Events and Notifications - Java RMI - Case Study.
3. OPERATING SYSTEM ISSUES – I 9
The OS Layer - Protection - Processes and Threads - Communication and Invocation – OS Architecture - Security - Overview - Cryptographic Algorithms - Digital Signatures - Cryptography Pragmatics - Case Studies - Distributed File Systems - File Service Architecture - Sun Network File System - The Andrew File System
4. OPERATING SYSTEM ISSUES – II 9
Name Services -Domain Name System - Directory and Discovery Services - Global Name Service - X.500 Directory Service - Clocks, Events and Process States - Synchronizing Physical Clocks - Logical Time And Logical Clocks - Global States - Distributed Debugging - Distributed Mutual Exclusion – Elections – Multicast Communication Related Problems.
5. DISTRIBUTED TRANSACTION PROCESSING 9
Transactions - Nested Transactions - Locks - Optimistic Concurrency Control - Timestamp Ordering - Comparison - Flat and Nested Distributed Transactions - Atomic Commit Protocols - Concurrency Control in Distributed Transactions - Distributed Deadlocks - Transaction Recovery - Overview of Replication And Distributed Multimedia Systems
Total No of Periods: 45
REFERENCES:
1. George Coulouris, Jean Dollimore and Tim Kindberg, Distributed Systems Concepts and Design, Pearson Education, 3rd Edition, 2002.
2. Sape Mullender, Distributed Systems, Addison Wesley, 2nd Edition, 1993.
3. Albert Fleishman, Distributes Systems- Software Design and Implementation, Springer-Verlag, 1994
4. M.L.Liu, Distributed Computing Principles and Applications, Pearson Education, 2004.
5. Andrew S Tanenbaum , Maartenvan Steen,Distibuted Systems –Principles and Pardigms,Pearson Education, 2002
6. Mugesh Singhal,Niranjan G Shivaratri,Advanced Concepts in Operating Systems,Tata McGraw Hill Edition, 2001
CS1625 MULTIMEDIA SYSTEMS 3 0 0 100
1. INTRODUCTION AND QOS 9
Introduction-QOS Requirements and Constraints-Concepts-Resources- Establishment Phase-Run-Time Phase-Management Architectures.
2. OPERATING SYSTEMS 9
Real-Time Processing-Scheduling-Interprocess Communication-Memory and Management-Server Architecture-Disk Management.
3. FILE SYSTEMS AND NETWORKS 9
Traditional and Multimedia File Systems-Caching Policy-Batching-Piggy backing-Ethernet-Gigabit Ethernet-Token Ring-100VG AnyLAN-Fiber Distributed Data Interface (FDDI)- ATM Networks-MAN-WAN.
4. COMMUNICATION 9
Transport Subsystem-Protocol Support for QOS-Transport of Multimedia-Computer Supported Cooperative Work-Architecture-Session Management-MBone Applications.
5. SYNCHRONIZATION 9
Synchronization in Multimedia Systems-Presentation-Synchronization Types-Multimedia Synchronization Methods-Case Studies-MHEG-MODE-ACME.
Total No of periods: 45
REFERENCES:
1. Ralf Steinmetz and Klara Nahrstedt, “Multimedia Systems”, Springer, I Edition 2004.
2. Ralf Steinmetz and Klara Nahrstedt , Media Coding and Content Processing, Prentice hall, 2002.
3. Vaughan T, Multimedia, Tata McGraw Hill, 1999.
4. Mark J.B., Sandra K.M., Multimedia Applications Development using DVI technology, McGraw Hill, 1992.
5. K. R. Rao, Zoran S. Bojkovic, Dragorad A. Milovacovic, D. A. Milovacovic , Multimedia Communication Systems: Techniques, Standards, and Networks, Prentice Hall, 1st Edition, 2002
6. Ze-Nian Li and Mark S. Drew, Fundamentals of Multimedia, Pearson, 2004.
CS1626 XML AND WEB SERVICES 3 0 0 100
1. INTRODUCTION 9
Role Of XML – XML and The Web – XML Language Basics – SOAP – Web Services – Revolutions Of XML – Service Oriented Architecture (SOA).
2. XML TECHNOLOGY 9
XML – Name Spaces – Structuring With Schemas and DTD – Presentation Techniques – Transformation – XML Infrastructure.
3. SOAP 9
Overview Of SOAP – HTTP – XML-RPC – SOAP: Protocol – Message Structure – Intermediaries – Actors – Design Patterns And Faults – SOAP With Attachments.
4. WEB SERVICES 9
Overview – Architecture – Key Technologies - UDDI – WSDL – ebXML – SOAP And Web Services In E-Com – Overview Of .NET And J2EE.
5. XML SECURITY 9
Security Overview – Canonicalization – XML Security Framework – XML Encryption – XML Digital Signature – XKMS Structure – Guidelines For Signing XML Documents – XML In Practice.
Total No. of Periods: 45
REFERENCES:
1. Frank. P. Coyle, XML, Web Services And The Data Revolution, Pearson Education, 2002.
2. Ramesh Nagappan , Robert Skoczylas and Rima Patel Sriganesh, “ Developing Java Web Services”, Wiley Publishing Inc., 2004.
3. Sandeep Chatterjee, James Webber, “Developing Enterprise Web Services”, Pearson Education, 2004.
4. McGovern, et al., “Java Web Services Architecture”, Morgan Kaufmann Publishers,2005.
CS1627 BIO INFORMATICS 3 0 0 100
1. INTRODUCTION 7
The Central Dogma – Killer Application – Parallel Universes – Watson’s Definition – Top Down Vs Bottom Up Approach – Information Flow – Conversance – Communications.
2. DATABASE AND NETWORKS 9
Definition – Data Management – Data Life Cycle – Database Technology – Interfaces – Implementation – Networks: Communication Models – Transmission Technology – Protocols – Bandwidth – Topology – Contents – Security – Ownership – Implementation.
3. SEARCH ENGINES AND DATA VISUALIZATION 10
Search Process – Technologies – Searching And Information Theory – Computational Methods – Knowledge Management – Sequence Visualizations – Structure Visualizations – User Interfaces – Animation Vs Simulation
4. STATISTICS, DATA MINING AND PATTERN MATCHING 11
Statistical Concepts – Micro Arrays – Imperfect Data – Basics – Quantifying – Randomness – Data Analysis – Tools Selection – Alignment – Clustering – Classification – Data Mining Methods – Technology – Infrastructure Pattern Recognition – Discovery – Machine Learning – Text Mining – Pattern Matching Fundamentals – Dot Matrix Analysis – Substitution Matrix – Dynamic Programming – Word Method – Bayesian Method – Multiple Sequence Alignment Tools.
5. MODELING SIMULATION AND COLLABORATION 8
Drug Discovery Fundamentals – Protein Structure – System Biology Tools – Collaboration And Communication – Standards – Issues – Case Study.
Total No. Of Periods: 45
REFERENCES:
1. Bryan Bergeron, “Bio Informatics Computing”, Prentice Hall, 2003.
2. T.K. Affward, D.J. Parry Smith, “Introduction to Bio Informatics”, Pearson Education, 2001.
3. Pierre Baldi, Soren Brunak, “Bio Informatics – The Machine Learning Approach”, 2nd Edition, First East West Press, 2003
CS1628 GRID COMPUTING 3 0 0 100
1. GRID COMPUTING 9
Introduction - Definition - Scope of grid computing
2. GRID COMPUTING INITIATIVES 9
Grid Computing Organizations and their roles – Grid Computing analog – Grid Computing road map.
3. GRID COMPUTING APPLICATIONS 9
Merging the Grid sources – Architecture with the Web Devices Architecture.
4. TECHNOLOGIES 9
OGSA – Sample use cases – OGSA platform components – OGSI – OGSA Basic Services.
5. GRID COMPUTING TOOL KITS 9
Globus Toolkit – Architecture, Programming model, High level services – OGSI .Net middleware Solutions.
Total no. periods: 45
REFERENCE:
1. Joshy Joseph & Craig Fellenstein, “Grid Computing”, PHI, PTR-2003.
2. Ahmar Abbas, “Grid Computing: A Practical Guide to technology and Applications”, Charles River media – 2003.
CS1629 NETWORK SECURITY 3 0 0 100
1. INTRODUCTION 9
Attacks - Services - Mechanisms - Conventional Encryption - Classical And Modern Techniques – Encryption Algorithms - Confidentiality.
2. PUBLIC KEY ENCRYPTION 9
RSA - Elliptic Curve Cryptography - Number Theory Concepts
3. MESSAGE AUTHENTICATION 9
Hash Functions - Digest Functions - Digital Signatures - Authentication Protocols.
4. NETWORK SECURITY PRACTICE 9
Authentication, Applications - Electronic Mail Security - IP Security - Web Security.
5. SYSTEM SECURITY 9
Intruders – Viruses – Worms – Firewalls Design Principles – Trusted Systems.
Total No. of Periods: 45
REFERENCES:
1. Stallings, Cryptography & Network Security - Principles & Practice, Prentice Hall, 3rd Edition 2002.
2. Bruce, Schneier, Applied Cryptography, 2nd Edition, Toha Wiley & Sons, 1996.
3. Man Young Rhee, “Internet Security”, Wiley, 2003.
4. Pfleeger & Pfleeger, “Security in Computing”, Pearson Education, 3rd Edition, 2003.
CS1630 EMBEDDED SYSTEMS 3 0 0 100
1. INTRODUCTION TO EMBEDDED SYSTEMS 9
Definition and Classification – Overview of Processors and hardware units in an embedded system – Software embedded into the system – Exemplary Embedded Systems – Embedded Systems on a Chip (SoC) and the use of VLSI designed circuits
2. DEVICES AND BUSES FOR DEVICES NETWORK 9
I/O Devices - Device I/O Types and Examples – Synchronous - Iso-synchronous and Asynchronous Communications from Serial Devices - Examples of Internal Serial-Communication Devices - UART and HDLC - Parallel Port Devices - Sophisticated interfacing features in Devices/Ports- Timer and Counting Devices - ‘12C’, ‘USB’, ‘CAN’ and advanced I/O Serial high speed buses- ISA, PCI, PCI-X, cPCI and advanced buses.
3. EMBEDDED PROGRAMMING 9
Programming in assembly language (ALP) vs. High Level Language - C Program Elements, Macros and functions -Use of Pointers - NULL Pointers - Use of Function Calls – Multiple function calls in a Cyclic Order in the Main Function Pointers – Function Queues and Interrupt Service Routines Queues Pointers – Concepts of EMBEDDED PROGRAMMING in C++ - Objected Oriented Programming – Embedded Programming in C++, ‘C’ Program compilers – Cross compiler – Optimization of memory codes.
4. REAL TIME OPERATING SYSTEMS – PART - 1 9
OS Services – Interrupt Routines Handling, Task scheduling models - Handling of task scheduling and latency and deadlines as performance metrics - Inter Process Communication And Synchronisation – Shared data problem – Use of Semaphore(s) – Priority Inversion Problem and Deadlock Situations – Inter Process Communications using Signals – Semaphore Flag or mutex as Resource key – Message Queues – Mailboxes – Pipes – Virtual (Logical) Sockets – RPCs.
5. REAL TIME OPERATING SYSTEMS – PART - 2 9
Study of RTOS, VxWorks - Basic Features - Task Management Library at the System - Library Header File - VxWorks System Functions and System Tasks - Inter Process (Task) Communication Functions - Case Study of Coding for Sending Application Layer Byte Streams on a TCP/IP Network Using RTOS Vxworks
Total No. of Periods: 45
REFERENCE:
1. Rajkamal, Embedded Systems Architecture, Programming and Design, TATA McGraw Hill, First reprint 2003
2. David E.Simon, An Embedded Software Primer, Pearson Education Asia, First Indian Reprint 2000.
CS1631 DIGITAL IMAGING 3 0 0 100
1. DIGITAL IMAGE FUNDAMENTALS 9
Image formation, Image transforms – fourier transforms, Walsh, Hadamard, Discrete cosine, Hotelling transforms.
2. IMAGE ENHANCEMENT & RESTORATION 9
Histogram modification techniques - Image smoothening - Image Sharpening - Image Restoration - Degradation Model – Noise models - Spatial filtering – Frequency domain filtering.
3. IMAGE COMPRESSION & SEGMENTATION 9
Compression Models - Elements of information theory - Error free Compression -Image segmentation –Detection of discontinuities - Edge linking and boundary detection - Thresholding – Region based segmentation - Morphology.
4. REPRESENTATION AND DESCRIPTION 9
Representation schemes- Boundary descriptors- Regional descriptors - Relational Descriptors
5. OBJECT RECOGNITION AND INTERPRETATION 9
Patterns and pattern classes - Decision-Theoretic methods - Structural methods.
Total No of periods: 45
REFERENCES:
1. Gonzalez.R.C & Woods. R.E., Digital Image Processing, 2nd Edition, Pearson Education, 2002.
2. Anil Jain.K, Fundamentals of Digital image Processing, Prentice Hall of India, 1989.
3. Sid Ahmed, Image Processing, McGraw Hill, New York, 1995.
CS1632 SOFTWARE QUALITY ASSURANCE 3 0 0 100
1. CONCEPTS 9
Concepts of Quality Control, Quality Assurance, Quality Management - Total Quality Management; Cost of Quality; QC tools - 7 QC Tools and Modern Tools; Other related topics - Business Process Re-engineering –Zero Defect, Six Sigma, Quality Function Deployment, Benchmarking, Statistical process control.
2. SOFTWARE ENGINEERING CONCEPTS 9
Software Engineering Principles, Software Project Management, Software Process, Project and Product Metrics, Risk Management, Software Quality Assurance; Statistical Quality Assurance - Software Reliability, Muse Model; Software Configuration Management; Software Testing; CASE (Computer Aided Software Engineering).
3. QUALITY ASSURANCE MODELS 9
Models for Quality Assurance-ISO-9000 - Series, CMM, SPICE, Malcolm Baldrige Award.
4. SOFTWARE QUALITY ASSURANCE RELATED TOPICS 9
Software Process - Definition and implementation; internal Auditing and Assessments; Software testing -Concepts, Tools, Reviews, Inspections & Walkthroughts; P-CMM.
5. FUTURE TRENDS 9
PSP and TSP, CMMI, OO Methodology, Clean-room software engineering, Defect injection and prevention.
Total No of periods: 45
REFERENCES:
1. Watts Humphery, “Managing Software Process ", Addison - Wesley, 1998.
2. Philip B Crosby, " Quality is Free: The Art of Making Quality Certain ", Mass Market, 1992.
3. Roger Pressman, “Software Engineering ", Sixth Edition, McGraw Hill, 2005.
CS1633 AD HOC NETWORKS 3 0 0 100
1. INTRODUCTION 9
Introduction-Fundamentals of Wireless Communication Technology - The Electromagnetic Spectrum - Radio Propagation Mechanisms - Characteristics of the Wireless Channel - IEEE 802.11a,b Standard – Origin Of Ad hoc: Packet Radio Networks - Technical Challenges - Architecture of PRNETs - Components of Packet Radios – Ad hoc Wireless Networks -What Is an Ad Hoc Network? Heterogeneity in Mobile Devices - Wireless Sensor Networks - Traffic Profiles - Types of Ad hoc Mobile Communications - Types of Mobile Host Movements - Challenges Facing Ad Hoc Mobile Networks-Ad hoc wireless Internet
2. AD HOC ROUTING PROTOCOLS 9
Introduction - Issues in Designing a Routing Protocol for Ad Hoc Wireless Networks - Classifications of Routing Protocols -Table-Driven Routing Protocols - Destination Sequenced Distance Vector (DSDV) - Wireless Routing Protocol (WRP) - Cluster Switch Gateway Routing (CSGR) - Source-Initiated On-Demand Approaches - Ad Hoc On-Demand Distance Vector Routing (AODV) - Dynamic Source Routing (DSR) -Temporally Ordered Routing Algorithm (TORA) - Signal Stability Routing (SSR) -Location-Aided Routing (LAR) - Power-Aware Routing (PAR) - Zone Routing Protocol (ZRP)
3. MULTICASTROUTING IN AD HOC NETWORKS 9
Introduction - Issues in Designing a Multicast Routing Protocol - Operation of Multicast Routing Protocols - An Architecture Reference Model for Multicast Routing Protocols -Classifications of Multicast Routing Protocols - Tree-Based Multicast Routing Protocols- Mesh-Based Multicast Routing Protocols - Summary of Tree-and Mesh-Based Protocols - Energy-Efficient Multicasting - Multicasting with Quality of Service Guarantees - Application-Dependent Multicast Routing - Comparisons of Multicast Routing Protocols
4. TRANSPORT LAYER, SECURITY PROTOCOLS 9
Introduction - Issues in Designing a Transport Layer Protocol for Ad Hoc Wireless Networks - Design Goals of a Transport Layer Protocol for Ad Hoc Wireless Networks -Classification of Transport Layer Solutions - TCP Over Ad Hoc Wireless Networks -Other Transport Layer Protocols for Ad Hoc Wireless Networks - Security in Ad Hoc Wireless Networks - Network Security Requirements - Issues and Challenges in Security Provisioning - Network Security Attacks - Key Management - Secure Routing in Ad Hoc Wireless Networks
5. QoS AND ENERGY MANAGEMENT 9
Introduction - Issues and Challenges in Providing QoS in Ad Hoc Wireless Networks -Classifications of QoS Solutions - MAC Layer Solutions - Network Layer Solutions - QoS Frameworks for Ad Hoc Wireless Networks Energy Management in Ad Hoc Wireless Networks –Introduction - Need for Energy Management in Ad Hoc Wireless Networks - Classification of Energy Management Schemes - Battery Management Schemes - Transmission Power Management Schemes - System Power Management Schemes
REFERENCES:
1. C. Siva Ram Murthy and B.S. Manoj “Ad Hoc Wireless Networks: Architectures and Protocols”, Prentice Hall PTR,2004
2. C.K. Toh, Ad Hoc Mobile Wireless Networks: Protocols and Systems, Prentice Hall PTR ,2001
3. Charles E. Perkins, Ad Hoc Networking, Addison Wesley, 2000
CS1634 DATA WAREHOUSING AND DATA MINING 3 0 0 100
1. INTRODUCTION 9
Relation To Statistics, Databases- Data Mining Functionalities-Steps In Data Mining Process-Architecture Of A Typical Data Mining Systems- Classification Of Data Mining Systems - Overview Of Data Mining Techniques.
2. DATA PREPROCESSING AND ASSOCIATION RULES 9
Data Preprocessing-Data Cleaning, Integration, Transformation, Reduction, Discretization Concept Hierarchies-Concept Description: Data Generalization And Summarization Based Characterization- Mining Association Rules In Large Databases.
3. PREDICTIVE MODELING 9
Classification And Prediction: Issues Regarding Classification And Prediction-Classification By Decision Tree Induction-Bayesian Classification-Other Classification Methods-Prediction-Clusters Analysis: Types Of Data In Cluster Analysis- Categorization Of Major Clustering Methods: Partitioning Methods –Hierarchical Methods
4. DATA WAREHOUSING 9
Data Warehousing Components -Multi Dimensional Data Model- Data Warehouse Architecture-Data Warehouse Implementation- -Mapping The Data Warehouse To Multiprocessor Architecture- OLAP.-Need- Categorization Of OLAP Tools.
5. APPLICATIONS 9
Applications of Data Mining-Social Impacts Of Data Mining-Tools-An Introduction To DB Miner-Case Studies-Mining WWW-Mining Text Database-Mining Spatial Databases.
Total No of Periods: 45
REFERENCES:
1. Jiawei Han, Micheline Kamber, "Data Mining: Concepts and Techniques", Morgan Kaufmann Publishers, 2002.
2. Alex Berson,Stephen J. Smith, “Data Warehousing, Data Mining,& OLAP”, Tata Mcgraw- Hill, 2004.
3. Usama M.Fayyad, Gregory Piatetsky - Shapiro, Padhrai Smyth And Ramasamy Uthurusamy, "Advances In Knowledge Discovery And Data Mining", The M.I.T Press, 1996.
4. Ralph Kimball, "The Data Warehouse Life Cycle Toolkit", John Wiley & Sons Inc., 1998.
5. Sean Kelly, "Data Warehousing In Action", John Wiley & Sons Inc., 1997.
.
CS1635 PERFORMANCE EVALUATION OF COMPUTER SYSTEMS AND
NETWORKS 3 0 0 100
1. INTRODUCTION 9
Need for performance evaluation – Role of performance evaluation - performance evaluation Methods – Performance Metrics and Evaluation Criteria – CPU and I/O Architectures – Distributed and Network Architectures– Secondary Storage – Topologies – Computer Architecture - Fundamental Concepts and Performance Measures.
2. PROBABILITY AND STOCHASTIC PROCESSES 9
Scheduling Algorithms – Workloads – Random Variables – Probability Distributions – Densities – Expectation – Stochastic Processes – Poisson Process – Birth-Death Process – Markov Process.
3. QUEUING THEORY 9
Queuing Systems – Networks of Queues - Estimating Parameters and Distributions – Computational Methods – Simulation Process – Time Control – Systems and Modeling.
4. PETRI NETS AND SYSTEM PERFORMANCE 9
Petri Nets – Classical Petri Nets – Timed Petri Nets – Priority-based Petri Nets – Colored Petri Nets – Generalized Petri Nets – Tool Selection – Validation of Results – Performance Metrics – Evaluation – Multiple Server Computer System Analysis.
5. ANALYSIS 9
OS Components – System Architecture – Workloads – Design – Simulation – Analysis - Database System Performance – Computer Networks Components – Simulation Modelling of LAN.
Total No of periods: 45
REFERENCES:
1. 1. Paul J. Fortier, Howard E. Michael, “Computer Systems Performance Evaluation and Prediction”, Elsvier Science (USA), 2003.
2. Thomas G. Robertazzi, “Computer Networks and Systems: Queing theory and Performance Evaluation”, 3rd Edition, Springer, 2000.
3. Domenico Ferrari , Giuseppe Serazzi ,Alexandro Zeijher, Measurement & Tuning of Computer Systems –Prentice Hall Inc, 1983.
4. Michael F.Mories and Paul F.Roth,. Tools and techniques, Computer Performance
Evaluation, Van Nostrand, New York, 1982.
CS1636 AGENT BASED INTELLIGENT SYSTEMS 3 0 0 100
1. INTRODUCTION 9
Definitions - Foundations - History - Intelligent Agents-Problem Solving-Searching - Heuristics -Constraint Satisfaction Problems - Game playing.
2. KNOWLEDGE REPRESENTATION AND REASONING 9
Logical Agents-First order logic-First Order Inference-Unification-Chaining- Resolution Strategies-Knowledge Representation-Objects-Actions-Events
3. PLANNING AGENTS 9
Planning Problem-State Space Search-Partial Order Planning-Graphs-Nondeterministic Domains-Conditional Planning-Continuous Planning-MultiAgent Planning.
4. AGENTS AND UNCERTAINITY 9
Acting under uncertainty – Probability Notation-Bayes Rule and use - Bayesian Networks-Other Approaches-Time and Uncertainty-Temporal Models- Utility Theory - Decision Network – Complex Decisions.
5. HIGHER LEVEL AGENTS 9
Knowledge in Learning-Relevance Information-Statistical Learning Methods-Reinforcement Learning-Communication-Formal Grammar-Augmented Grammars- Future of AI.
Total No of periods: 45
REFERENCES:
1. Stuart Russell and Peter Norvig, “Artificial Intelligence - A Modern Approach”, 2nd Edition, Prentice Hall, 2002
2. Michael Wooldridge, “An Introduction to Multi Agent System”, John Wiley, 2002.
3. Patrick Henry Winston, Artificial Intelligence, III Edition, AW, 1999.
4. Nils.J.Nilsson, Principles of Artificial Intelligence, Narosa Publishing House, 1992.
CS1637 VISUALIZATION TECHNIQUES 3 0 0 100
1. INTRODUCTION 9
Introduction to Visualisation - Principles of 2D & 3D Computer Graphics - Models and Simulation strategies.
2. POPULAR TECHNIQUES 9
Surface Plots - City scopes - Fish eye views - Benediktine Space - Perspective walls - Cone trees and Cam trees - Sphere Visualisation - Rooms - Emotical icons.
3. ADVANCED TECHNIQUES 9
Self-Organising graphs - Spatial Data arrangements - Benediktine Cyberspace - Statistical Clustering and Proximity measures - Hyper Structures - Human Centered Approaches - Information Cube.
4. VISUALIZATION SYSTEMS 9
Database Visualisation - Populated Information Terrains - Legibility enhancement - Hyper structure Visualisation - Information Visualisation.
5. SOFTWARE VISUALIZATION 9
Rapid Prototyping - Models for user interaction - Formal Specification of Software - DFD – Software Architecture.
Total No of periods: 45
REFERENCES:
1. Chaomei Chan, Information Visualisation and Virtual Environment, Springer - Verlag, 1999.
2. Benedikt. M, Cyberspace: First Steps, MIT Press, 1991.
3. Pauline Wills, Visualisation: A Beginner's Guide, Hodder & Stoughton, 1999.
4. Sheryl A Sorby exal, 3D Visualisation for Engineering Graphics, Prentice Hall, 1998.
CS1638 ADVANCED DATABASES 3 0 0 100
1. DATABASE MANAGEMENT 9
Relational Data Model – SQL - Database Design - Entity-Relationship Model – Relational Normalization – Embedded SQL – Dynamic SQL – JDBC – ODBC.
2. ADVANCED DATABASES 10
Object Databases - Conceptual Object Data Model – XML and Web Data – XML Schema – Distributed Data bases – OLAP and Data Mining – ROLAP and MOLAP
3. QUERY AND TRANSACTION PROCESSING 8
Query Processing Basics – Heuristic Optimization – Cost, Size Estimation - Models of Transactions – Architecture – Transaction Processing in a Centralized and Distributed System – TP Monitor.
4. IMPLEMENTING AND ISOLATION 9
Schedules – Concurrency Control – Objects and Semantic Commutativity – Locking – Crash, Abort and Media Failure – Recovery – Atomic Termination – Distributed Deadlock – Global Serialization – Replicated Databases – Distributed Transactions in Real World.
5. DATABASE DESIGN ISSUES 9
Security – Encryption – Digital Signatures – Authorization – Authenticated RPC - Integrity - Consistency - Database Tuning - Optimization and Research Issues.
Total No of periods: 45
REFERENCES:
1. Philip M. Lewis, Arthur Bernstein, Michael Kifer, “Databases and Transaction
Processing: An Application-Oriented Approach”, Addison-Wesley, 2002
2. R. Elmasri and S.B. Navathe, Fundamentals of Database Systems, 3rd Edition, Addison Wesley, 2004
3. Abraham Silberschatz, Henry. F. Korth, S.Sudharsan, Database System Concepts, 4th Edition., Tata McGraw Hill, 2004
4. Raghu Ramakrishnan & Johannes Gehrke, “Database Management Systems”, 3rd Edition, TMH, 2003
CS1639 SOFTWARE PROJECT MANAGEMENT 3 0 0 100
1. INTRODUCTION 9
Conventional Software Management – Evolution of Software Economics – Improving Software Economics – Conventional versus Modern Software Project Management
2. SOFTWARE MANAGEMENT PROCESS FRAMEWORK 9
Lifecycle Phases – Artifacts of the Process – Model Based Software Architectures – Workflows of the Process – Checkpoints of the Process
3. SOFTWARE MANAGEMENT DISCIPLINES 9
Iterative Process Planning - Organisation and Responsibilities – Process Automation – Process Control and Process Instrumentation – Tailoring the Process
4. MANAGED AND OPTIMIZED PROCESS 9
Data Gathering and Analysis: Principles of Data Gathering, Data Gathering Process, Software Measures, Data Analysis - Managing Software Quality – Defect Prevention
5. CASE STUDIES 9
COCOMO Cost Estimation Model – Change Metrics – CCPDS-R
Total No of periods: 45
REFERENCES:
1. Walker Royce “Software Project Management – A Unified Framework “, Pearson Education, 2004 (Unit I, II, III & V)
2. Humphrey, Watts: “Managing the software process ", Addison Wesley, 1989. (Unit IV)
3. Ramesh Gopalaswamy, “Managing Global Projects”, Tata McGraw Hill, 2001.
4. Bob Hughes, Mikecotterell, “Software Project Management”,3rd Edition, Tata McGraw Hill, 2004.
CS1640 COMPONENT BASED TECHNOLOGY 3 0 0 100
1. INTRODUCTION 9
Software Components – objects – fundamental properties of Component technology – modules – interfaces – callbacks – directory services – component architecture – components and middleware.
2. JAVA COMPONENT TECHNOLOGIES 9
Threads – Java Beans – Events and connections – properties – introspection – JAR files – reflection – object serialization – Enterprise Java Beans – Distributed Object models – RMI and RMI-IIOP.
3. CORBA TECHNOLOGIES 9
Java and CORBA – Interface Definition language – Object Request Broker – system object model – portable object adapter – CORBA services – CORBA component model – containers – Application server – model driven architecture.
4. COM AND .NET TECHNOLOGIES 9
COM – Distributed COM – object reuse – interfaces and versioning – dispatch interfaces – connectable objects – OLE containers and servers – Active X controls – .NET components - assemblies – appdomains – contexts – reflection – remoting.
5. COMPONENT FRAMEWORKS AND DEVELOPMENT 9
Connectors – contexts – EJB containers – CLR contexts and channels – Black Box component framework – directory objects – cross-development environment – component-oriented programming – Component design and implementation tools – testing tools - assembly tools.
Total No of periods: 45
REFERENCES:
1. Clemens Szyperski, “Component Software: Beyond Object-Oriented Programming”, Addison Wesley, 2nd Edition 2002.
2. Ed Roman, “Enterprise Java Beans”,3rd Edition, Wiley, 2004.
3. Andreas Vogel, Keith Duddy, “Java Programming with CORBA”, John Wiley & Sons 1998
4. Corry, Mayfield, Cadman, “COM/DCOM Primer Plus”, Tec media, 1st Edition, 1999
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