M. TECH Syllabus for WEB TECHNOLOGIES

JAWAHARLAL NEHRU TECHNOLOGICAL UNIVERSITY HYDERABAD

M. TECH (WEB TECHNOLOGIES)

COURSE STRUCTURE AND SYLLABUS

I YEAR  I SEMESTER

Code	Group	Subject	L	P	Credits
		Java and Web Technologies	3	0	3
		Distributed Systems	3	0	3
		Information Retrieval Systems	3	0	3
		Web Security	3	0	3
	Elective -I	Advanced Computer Networks Wireless Networks and Mobile Computing Inter Networking with TCP/IP	3	0	3
	Elective -II	E-commerce Storage Area Networks Advanced Data Bases	3	0	3
	Lab	Web Problems Lab 1	0	3	2
		Seminar	-	-	2
		Total Credits  (6 Theory + 1 Lab.)			22

JAWAHARLAL NEHRU TECHNOLOGICAL UNIVERSITY HYDERABAD                                                            

M.Tech (Web Technologies)                                                                               I semester                                                                               

JAVA AND WEB TECHNOLOGIES

Unit I:

HTML Common tags- List, Tables, images, forms, Frames; Cascading Style sheets; 

Introduction to  Java Scripts, Objects in Java Script, Dynamic HTML with Java Script, CSS

Unit II:

XML: Document type definition, XML Schemas, Document Object model,  Presenting XML, Using XML Processors:  DOM and SAX

Review of Applets, Class, Event Handling, AWT Programming.

Introduction to Swing: JApplet, Handling Swing Controls like Icons – Labels – Buttons – Text Boxes – Combo – Boxes – Tabbed Pains – Scroll Pains – Trees – Tables Differences between AWT Controls & Swing Controls Developing a Home page using Applet & Swing.

Unit III:

Java Beans: Introduction to Java Beans, Advantages of Java Beans, BDK Introspection, Using Bound properties, Bean Info Interface, Constrained properties Persistence, Customizes, Java Beans API.

Web servers: Tomcat Server installation & Testing.

Introduction to Servelets: Lifecycle of a Serverlet, JSDK The Servelet API, The javax.servelet Package, Reading Servelet parameters, Reading Initialization  parameters.

Unit IV:

More on Servlets: The javax.servelet HTTP package, Handling Http Request & Responses, Using Cookies-Session Tracking, Security Issues.

Introduction to JSP:  The Problem with Servelet. The Anatomy of a JSP Page, JSP Processing.  JSP Application Design with MVC architecture. AJAX.

Unit V:

JSP Application Development: Generating Dynamic Content, Using Scripting Elements

Implicit JSP Objects, Conditional Processing – Displaying Values Using an Expression to Set an Attribute, Declaring Variables and Methods Error Handling and Debugging Sharing Data Between JSP pages, Requests, and Users Passing Control and Date between Pages – Sharing Session and Application Data – Memory Usage Considerations

Database Access Database Programming using JDBC Studying Javax.sql.* package Accessing a Database from a JSP Page Application – Specific Database Actions Deploying JAVA Beans in a JSP Page

TEXT BOOKS:

1.    Web Programming, building internet applications, Chris Bates 2^nd edition,

       WILEY Dreamtech (UNIT 1,2)

2.  The complete Reference Java 2 Fifth Edition ,Patrick Naughton and Herbert  Schildt., TMH (Chapters: 25)  (UNIT 2,3)

3.   Java Server Pages –Hans Bergsten, SPD O’Reilly (UNITs 3,4,5)

REFERENCE BOOKS:

1.      Programming world wide web-Sebesta,Pearson

2.      Core  SERVLETS ANDJAVASERVER PAGES   VOLUME 1: CORE

      TECHNOLOGIES  , Marty Hall and Larry Brown Pearson

3.      Internet and World Wide Web – How to program , Dietel and Nieto PHI/Pearson.

4.       Jakarta Struts Cookbook , Bill Siggelkow, S P D O’Reilly for chap 8.

5.      Murach’s beginning JAVA JDK 5, Murach, SPD

6.      An Introduction to web Design and Programming –Wang-Thomson

7.      Professional Java Server Programming,S.Allamaraju and othersApress(dreamtech).

8.      Java Server Programming ,Ivan Bayross and others,The X Team,SPD

9.      Web Warrior Guide to Web Programmming-Bai/Ekedaw-Thomas

10.  Beginning Web Programming-Jon Duckett WROX.

11.  Java Server Pages, Pekowsky, Pearson.

12.  Java Script,D.Flanagan,O’Reilly,SPD.

JAWAHARLAL NEHRU TECHNOLOGICAL UNIVERSITY HYDERABAD                                                            

M.Tech (Web Technologies)                                                                               I semester DISTRIBUTED SYSTEMS

UNIT I

Characterization of Distributed Systems. Design Issues, User Requirement, Network Technologies and Protocols, IPC, Client-Server Communication, Group Communication, IPC in UNIX.

Remote Procedure Calling, Design issues, Implementation, Asynchronous RPC

UNIT II

Distributed OS, Its kernel, Processes and Threads, Naming and Protection, Communication and Invocation, Virtual Memory, File Service components, Design issues, Interfaces, implementation techniques, SUN network file systems

UNIT III

SNS – a name service model, its design issues, Synchronizing physical clocks, Logical time and logical clocks, Distributed coordination. Replication and its architectural model, Consistency and request ordering, Conversation between a client and a server, Transactions, Nested Transactions.

UNIT IV

Concurrency control Locks, Optimistic concurrency control, Timestamp ordering, Comparison of methods for concurrency control.

Distributed Transactions and Nested Transactions, Atomic commit protocols, Concurrency control in distributed transactions, distributed Deadlocks, Transactions with replicated data, Transaction recovery, Fault tolerance, Hierarchical and group masking of faults.

UNIT V

Cryptography, Authentication and key distribution, Logics of Authentication, Digital signatures.

Distributed shared memory, Design and Implementation issues, Sequential consistency and ivy, Release consistency and Munin, Overview of Distributed Operating systems Mach, Chorus.

Text Books:

1. Distributed Systems Concepts and Design, G Coulouris, J Dollimore and T Kindberg, Third Edition, Pearson Education.

Reference Books

1. Advanced Concepts in Operating Systems, M Singhal, N G Shivarathri, Tata McGraw-Hill Edition.

2. Distributed Systems – Principles and Paradigms, A.S. Tanenbaum and M.V. Steen, Pearson Education.

JAWAHARLAL NEHRU TECHNOLOGICAL UNIVERSITY HYDERABAD                                                            

M.Tech (Web Technologies)                                                                               I semester

INFORMATION RETRIEVAL SYSTEMS

UNIT I

Introduction: Definition, Objectives, Functional Overview, Relationship to DBMS, Digital libraries and Data Warehouses, Information Retrieval System Capabilities -  Search, Browse, Miscellaneous.

UNIT II

Cataloging and Indexing: Objectives, Indexing Process, Automatic Indexing, Information Extraction, Data Structures: Introduction, Stemming Algorithms, Inverted file structures, N-gram data structure, PAT data structure, Signature file structure, Hypertext data structure - Automatic Indexing: Classes of automatic indexing, Statistical indexing, Natural language, Concept indexing, Hypertext linkages

UNIT III

Document and Term Clustering: Introduction, Thesaurus generation, Item clustering, Hierarchy of clusters - User Search Techniques: Search statements and binding, Similarity measures and ranking, Relevance feedback, Selective dissemination of information search, Weighted searches of Boolean systems, Searching the Internet and hypertext - Information Visualization: Introduction, Cognition and perception, Information visualization technologies.

UNIT IV

Text Search Algorithms: Introduction, Software text search algorithms, Hardware text search systems. Information System Evaluation: Introduction, Measures used in system evaluation, Measurement example – TREC results.

UNIT V

Multimedia Information Retrieval – Models and Languages – Data Modeling, Query Languages, Indexing and Searching - Libraries and Bibliographical Systems – Online IR Systems, OPACs, Digital Libraries.

TEXT BOOKS:

1. Information Storage and Retrieval Systems: Theory and Implementation By Kowalski, Gerald, Mark T Maybury Kluwer Academic Press, 2000.
2. Modern Information Retrival By Ricardo Baeza-Yates, Pearson Education, 2007.
3. Information Retrieval: Algorithms and Heuristics By David A Grossman and  Ophir Frieder, 2^nd Edition, Springer International Edition, 2004.

Reference BOOKS:

1. Information Retrieval Data Structures and Algorithms By William B Frakes, Ricardo Baeza-Yates, Pearson Education, 1992.
2. Information Storage & Retieval By Robert Korfhage – John Wiley & Sons.
3. Introduction to Information Retrieval By Christopher D. Manning and Prabhakar Raghavan, Cambridge University Press, 2008.

JAWAHARLAL NEHRU TECHNOLOGICAL UNIVERSITY HYDERABAD                                                            

M.Tech (Web Technologies)                                                                                       I semester

WEB SECURITY

UNIT-I

Introduction- A web security forensic lesson, Web languages, Introduction to different web attacks.

Overview of N-tier web applications, Web Servers: Apache, IIS, Database Servers.

UNIT-II

Review of computer security,  Public Key cryptography, RSA.  

Review of Cryptography Basics, On-line Shopping, Payment Gateways

UNIT-III

Web Hacking Basics HTTP & HTTPS URL, Web Under the Cover Overview of Java security Reading the HTML source,  Applet Security   Servlets Security

 Symmetric and Asymmetric Encryptions, Network security Basics, Firewalls & IDS

UNIT-IV

Digital Certificates, Hashing, Message Digest, & Digital Signatures

UNIT-V

Basics, Securing databases, Secure JDBC, Securing Large Applications, Cyber Graffiti

Text Books:

1.McClure, Stuart, Saumil Shah, and Shreeraj Shah. Web Hacking:attacks and defense. Addison Wesley. 2003

2. Garms, Jess and Daniel Somerfield. Professional Java Security. Wrox. 2001.  

Related Web Sites:

1.Collection of Cryptography Web Sites, Publications, FAQs, and References: http://world.std.com/~franl/crypto.html

2.FAQ: What is TLS/SSL? http://www.mail.nih.gov/user/faq/tlsssl.htm

3.The Open SSL Project (SDKs for free download): http://www.openssl.org/

4.Windows & .NET security updates Web site: http://www.ntsecurity.net/

JAWAHARLAL NEHRU TECHNOLOGICAL UNIVERSITY HYDERABAD                                                            

M.Tech (Web Technologies)                                                                               I semester

ELECTIVE – 1 - ADVANCED COMPUTER NETWORKS

UNIT I       Review

Computer Networks and the Internet: What is the Internet, The Network edge, The Network core, Access Networks and Physical media, ISPs and Internet Backbones, Delay and Loss in Packet-Switched Networks, History of Computer Networking and the Internet - Foundation of Networking Protocols: 5-layer TCP/IP Model, 7-Layer OSI Model, Internet Protocols and Addressing, Equal-Sized Packets Model: ATM - Networking Devices: Multiplexers, Modems and Internet Access Devices, Switching and Routing Devices, Router Structure.

UNIT II  

The Link Layer and Local Area Networks: Link Layer: Introduction and Services, Error-Detection and Error-Correction techniques, Multiple Access Protocols, Link Layer Addressing, Ethernet, Interconnections: Hubs and Switches, PPP: The Point-to-Point Protocol, Link Virtualization - Routing and Internetworking: Network–Layer Routing, Least-Cost-Path algorithms, Non-Least-Cost-Path algorithms, Intradomain Routing Protocols, Interdomain Routing Protocols, Congestion Control at Network Layer

UNIT III 

Logical Addressing: IPv4 Addresses, IPv6 Addresses - Internet Protocol: Internetworking, IPv4, IPv6, Transition from IPv4 to IPv6 – Multicasting Techniques and Protocols: Basic Definitions and Techniques, Intradomain Multicast Protocols, Interdomain Multicast Protocols, Node-Level Multicast algorithms - Transport and End-to-End Protocols: Transport Layer, Transmission Control Protocol (TCP), User Datagram Protocol (UDP), Mobile Transport Protocols, TCP Congestion Control – Application Layer: Principles of Network Applications, The Web and HTTP, File Transfer: FTP, Electronic Mail in the Internet, Domain Name System (DNS), P2P File Sharing, Socket Programming with TCP and UDP, Building a Simple Web Server

UNIT IV  

Wireless Networks and Mobile IP: Infrastructure of Wireless Networks, Wireless LAN Technologies, IEEE 802.11 Wireless Standard, Cellular Networks, Mobile IP, Wireless Mesh Networks (WMNs) - Optical Networks and WDM Systems: Overview of Optical Networks, Basic Optical Networking Devices, Large-Scale Optical Switches, Optical Routers, Wavelength Allocation in Networks, Case Study: An All-Optical Switch

UNIT V  

VPNs, Tunneling and Overlay Networks: Virtual Private Networks (VPNs), Multiprotocol Label Switching (MPLS), Overlay Networks – VoIP and Multimedia Networking: Overview of IP Telephony, VoIP Signaling Protocols, Real-Time Media Transport Protocols, Distributed Multimedia Networking, Stream Control Transmission Protocol - Mobile A-Hoc Networks: Overview of Wireless Ad-Hoc Networks, Routing in Ad-Hoc Networks, Routing Protocols for Ad-Hoc Networks – Wireless Sensor Networks: Sensor Networks and Protocol Structures, Communication Energy Model, Clustering Protocols, Routing Protocols

TEXT BOOKS:

1. Computer Networking: A Top-Down Approach Featuring the Internet, James F. Kurose, Keith W.Ross, Third Edition, Pearson Education, 2007

2.      Computer and Communication Networks, Nader F. Mir, Pearson Education, 2007

REFERENCE BOOKS:

1. Data Communications and Networking, Behrouz A. Forouzan, Fourth Edition, Tata McGraw Hill, 2007

2.      Guide to Networking Essentials, Greg Tomsho,Ed Tittel, David Johnson,Fifth Edition, Thomson.

3.    An Engineering Approach to Computer Networking , S.Keshav, Pearson Education.

4.    Campus Network Design Fundamentals, Diane Teare, Catherine Paquet, Pearson  

       Education (CISCO Press)

5.      Computer Networks, Andrew S. Tanenbaum, Fourth Edition, Prentice Hall.

6.      The Internet and its Protocols,A.Farrel,Elsevier.

JAWAHARLAL NEHRU TECHNOLOGICAL UNIVERSITY HYDERABAD                                                            

M.Tech (Web Technologies)                                                                               I semester

              ELECTIVE – 1 - WIRELESS NETWORKS AND MOBILE COMPUTING

 

UNIT I : INTRODUCTION TO MOBILE AND WIRELESS LANDSCAPE

Definition of Mobile and Wireless, Components of Wireless Environment, Challenges

Overview of Wireless Networks, Categories of Wireless Networks

Wireless LAN : Infra red Vs radio transmission, Infrastructure and Ad-hoc Network, IEEE 802.11, HIPERLAN, Bluetooth

GLOBAL SYSTEM FOR MOBILE COMMUNICATIONS(GSM)

GSM Architecture, GSM Entities, Call Routing in GSM, PLMN Interfaces, GSM Addresses and Identifiers, Network  Aspects in GSM, GSM Frequency Allocation, Authentication and Security

UNIT II: MOBILE NETWORK LAYER

Mobile IP (Goals, assumptions, entities and terminology, IP packet delivery, agent advertisement and discovery, registration, tunneling and encapsulation, optimizations), Dynamic Host Configuration Protocol (DHCP), Mobile Ad-hoc networks : Routing, destination Sequence Distance Vector, Dynamic Source Routing.

MOBILE TRANSPORT LAYER

Traditional TCP, Indirect TCP, Snooping TCP, Mobile TCP, Fast retransmit/fast recovery, Transmission /time-out freezing, Selective retransmission, Transaction oriented TCP.

UNIT III: BROADCAST SYSTEMS

Overview, Cyclical repetition of data, Digital audio broadcasting: Multimedia object transfer protocol, Digital video broadcasting: DVB data broadcasting, DVB for high-speed internet access, Convergence of broadcasting and mobile communications.

UNIT IV  :  PROTOCOLS AND TOOLS:

Wireless Application Protocol-WAP. (Introduction, protocol architecture, and treatment of protocols of all layers), Bluetooth (User scenarios, physical layer, MAC layer, networking, security, link management) and J2ME.

WIRELESS LANGUAGE AND CONTENT – GENERATION TECHNOLOGIES

Wireless Content Types, Markup Languages: HDML, WML, HTML, cHTML, XHTML, VoiceXML.

Content- Generation Technologies: CGI with Perl, Java Servlets, Java Server Pages, Active Server Pages, XML with XSL Stylesheets, XML Document, XSL Stylesheet

UNIT V: MOBILE AND WIRELESS SECURITY

Creating a Secure Environment, Security Threats, Security Technologies, Other Security Measures, WAP Security, Smart Client Security

TEXT BOOKS:

1. Jochen Schiller, “Mobile Communications”, Pearson Education, Second Edition, 2008.
2. Martyn Mallick, “Mobile and Wireless Design Essentials”, Wiley, 2008.
3. Asoke K Talukder, et al, “Mobile Computing”, Tata McGraw Hill, 2008.

REFERENCE BOOKS:

      1.Mobile Computing,Raj Kamal,Oxford University Press.

      2.William Stallings, “ Wireless Communications & Networks”, Person, Second Edition,

         2007.

3.Frank Adelstein et al, “Fundamentals of Mobile and Pervasive Computing”, TMH, 2005.

4.Jim Geier, “Wireless Networks first-step”, Pearson, 2005.

5.Sumit Kasera et al, “2.5G Mobile Networks: GPRS and EDGE”, TMH, 2008.

6.Matthew S.Gast, “802.11 Wireless Networks”, O’Reilly, Second Edition, 2006.

7.Ivan Stojmenovic , “Handbook of Wireless Networks and Mobile Computing”, Wiley,

   2007.

JAWAHARLAL NEHRU TECHNOLOGICAL UNIVERSITY HYDERABAD                                                            

M.Tech (Web Technologies)                                                                               I semester

ELECTIVE – 1  INTERNET NETWORKING WITH TCP/IP

UNIT-I

Introduction to IP: Data gram, Fragmentation, option, checksum, IP Design, ARP  and RARP – ARP,  Design, RARP.

Internet Control Message protocol : Types of Messages, Message format, Error reporting, query, checksum, ICMP Design.

UNIT II

Internet Group Management protocol – Multicasting, IGMP, Encapsulation, Multicast backbone, IGMP Design.

Routing Protocols: Interior and Exterior routings, RIP, OSPF, BGP, Multicast routing.

BOOTP and DHCP : BOOTP, Packet Format, operation, UDP points, using TFTP, Delay agent DHCP Operation, Packet format.

UNIT-III

FTP – Connections, communication, Command processing, file transfer, user interface and anonymous FTP.

Trivial File transfer protocol : Messages, RPQ, WRQ, Data, ACK & RROR, Connector, Data transfer UDP Ports, Examples, Security application SMTP – User agent addresses, delayed delivery, Aliases, Mail transfer agent,  commands and responses, Mail transfer phases MIME, POP.

UNIT-IV

Simple Network Management protocol : Compact, S MI, Name, Type, Encoding method, MIB, SNMP – Messages, Format Encoding, Examples,

HTTP – Transaction, Request messages, Response message, header, examples.

UNIT-V

World Wide Web : Hypertext and Hypermedia, Browser architecture, Static documents, HTML, Dynamic documents, CGI, active documents, JAVA.

IPV6 and ICMPV6 : IPV6, IPV6 addresses, IPV6 packet format, ICMPV6, Transition from IPV4 to IPV6

Text Books:

1. TCP/IP Protocol Suite - Third Edition, Behrouz A. Forouzan. TMH.

Reference Books:

1. Internetworking with TCP/IP Volume II, Third Edition – Douglas E. COMER/DAVID  L.STEVENS,  PHI.

JAWAHARLAL NEHRU TECHNOLOGICAL UNIVERSITY HYDERABAD                                                            

M.Tech (Web Technologies)                                                                               I semester

ELECTIVE – II E – COMMERCE

UNIT - I

Electronic Commerce-Frame work, anatomy of E-Commerce applications, E-Commerce Consumer applications, E-Commerce organization applications.

Consumer Oriented Electronic commerce - Mercantile Process models.

UNIT - II

Electronic payment systems - Digital Token-Based, Smart Cards, Credit Cards, Risks in Electronic Payment systems.

Inter Organizational Commerce - EDI, EDI Implementation, Value added networks.

UNIT - III

Intra Organizational Commerce - work Flow, Automation Customization and internal Commerce, Supply chain Management.

Corporate Digital Library - Document Library, digital Document types, corporate Data Warehouses.

UNIT- IV

Advertising and Marketing - Information based marketing, Advertising on Internet, on-line marketing process, market research.

Consumer Search and Resource Discovery - Information search and Retrieval, Commerce Catalogues, Information Filtering.

UNIT - V

Multimedia - key multimedia concepts, Digital Video and electronic Commerce, Desktop video processings, Desktop video conferencing.

TEXT BOOK :

1. Frontiers of electronic commerce – Kalakata, Whinston, Pearson.

REFERENCES :

1. E-Commerce fundamentals and applications Hendry Chan, Raymond Lee, Tharam Dillon, Ellizabeth Chang, John Wiley.

2. E-Commerce, S.Jaiswal – Galgotia.

3. E-Commerce, Efrain Turbon, Jae Lee, David King, H.Michael Chang.

4. Electronic Commerce – Gary P.Schneider – Thomson.

5. E-Commerce – Business, Technology, Society, Kenneth C.Taudon, Carol Guyerico Traver.

JAWAHARLAL NEHRU TECHNOLOGICAL UNIVERSITY HYDERABAD                                                             

M.Tech (Web Technologies)                                                                               I semester ELECTIVE–II STORAGE AREA NETWORKS

Unit I:   Introduction to Storage Technology

Review data creation and the amount of data being created and understand the value of data to a business, challenges in data storage and data management, Solutions available for data storage, Core elements of a data center infrastructure, role of each element in supporting business activities                                         

Unit II:    Storage Systems Architecture

                                                                                   

Hardware and software components of the host environment, Key protocols and concepts used by each component ,Physical and logical components of a connectivity environment ,Major physical components of a disk drive and their function, logical constructs of a physical disk, access characteristics, and performance Implications, Concept of RAID and its components , Different RAID levels and their suitability for different application environments:   RAID 0, RAID 1, RAID 3, RAID 4, RAID 5, RAID 0+1, RAID 1+0, RAID 6, Compare and contrast integrated and modular storage systems ,High-level architecture and working of an intelligent storage system.

Unit III:    Introduction to Networked Storage

Evolution of networked storage, Architecture, components, and topologies of FC-SAN, NAS, and IP-SAN , Benefits of the different networked storage options, Understand the need for long-term archiving solutions and describe how CAS fulfills the need , Understand the appropriateness of the different networked storage options for different application environments

Unit IV:     Information Availability & Monitoring & Managing Datacenter

List reasons for planned/unplanned outages and the impact of downtime, Impact of downtime, Differentiate between business continuity (BC) and disaster recovery (DR) ,RTO and RPO,  Identify single points of failure in a storage infrastructure and list solutions to mitigate these failures , Architecture of backup/recovery and the different backup/recovery topologies , replication technologies and their role in ensuring information availability and business continuity, Remote replication technologies and their role in providing disaster recovery and business continuity capabilities

Identify key areas to monitor in a data center, Industry standards for data center monitoring and management, Key metrics to monitor for different components in a storage infrastructure, Key management tasks in a data center.

Unit V:     Securing Storage and Storage Virtualization

Information security, Critical security attributes for information systems, Storage security domains, List and analyzes the common threats in each domain, Virtualization technologies, block-level and file-level virtualization technologies and processes                         

Case Studies

The technologies described in the course are reinforced with EMC examples of actual solutions. 

Realistic case studies enable the participant to design the most appropriate solution for given sets of criteria.

Reference Books:

1.      EMC Corporation, Information Storage and Management, Wiley,  

2.      Robert Spalding, “Storage Networks: The Complete Reference“, Tata McGraw Hill , Osborne, 2003.

3.      Marc Farley, “Building Storage Networks”, Tata McGraw Hill ,Osborne, 2001.

4.      Meeta Gupta, Storage Area Network Fundamentals, Pearson Education Limited, 2002.

JAWAHARLAL NEHRU TECHNOLOGICAL UNIVERSITY HYDERABAD                                                            

M.Tech (Web Technologies)                                                                               I semester

ELECTIVE – I- ADVANCED DATA BASES

UNIT I

Introduction; Distributed Data Processing, Distributed Database System.

Distributed DBMS Architecture: Architectural Models for Distributed DBMS, DDMBS Architecture.

Distributed Database Design: Alternative Design Strategies, Distribution Design issues, Fragmentation, Allocation.

Query Optimization: Global query, operator tree, canonical expressions, qualified relations

UNIT II

Transaction Management: Definition, properties of transaction, types of transactions.  Distributed concurrency control: Serializability, concurrency control Mechanisms & Algorithms, Time stamped & Optimistic concurrency control Algorithms, Deadlock Management.

UNIT III

Object Oriented Data Model : Inheritance, Object identity, persistent programming languages, persistence of objects, comparing OODBMS and ORDBMS

Data Warehousing & OLAP: Data warehouse, Multidimensional data model, OLAP operations, OLAP engine

Association analysis: Apriori , partition, Pincer search,FP-tree growth,Dynamic itemset counting algorithms,rapid association rule mining, incremental, border algorithms, Generalized association rule, item constraints.

UNIT IV

Cluster analysis: Paradigms, Partitioning algorithms, k-Mediod, CLARA, CLARANS, Hierarchical algorithms, DBSCAN, BIRCH, CURE, Categorical clustering algorithms, STIRR, ROCK,CACTUS.

Rough Set Theory: Definition, Reduct, Propositional reasoning, Types of reducts, Rule extraction, Decision tree, Fuzzy sets, Granular computing.

UNIT V

Web & Text Mining: Web mining- content, structure, usage, Text mining, unstructured text, Episode rule discovery, Hierarchy of categories, text clustering.

Temporal & Spatial Mining: Temporal association rules, Sequence mining, GSP algorithm, SPADE, SPIRIT, WUM, Episode discovery, Event Prediction Problem, Time series analysis, Spatial Mining – tasks, trends, clustering.

Text books

1. M.Tamer OZSU and Patuck Valduriez: Principles of Distributed Database Systems, Pearson Edn. Asia, 2001.

2. Stefano Ceri and Willipse Pelagatti: Distributed Databases, McGraw Hill.

3. Jiawei Han & Micheline Kamber “Data Mining – Concepts and Techniques” 2E  - Harcourt India.

4. Arun.K.Pujari, “ Data mining techniques” 2E,University press2009

Reference Books

1. Data Warehousing in the Real World – SAM ANAHORY & DENNIS MURRAY.   

     Pearson Edn Asia.

2. Data Warehousing Fundamentals – Paulraj Ponnaiah Wiley student  

    edition

3. The Data Warehouse Life cycle Tool kit – Ralph Kimball Wiley student

    edition

4. Data Mining Introductory and advanced topics –Margaret H Dunham,

    Pearson education