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NATIONAL INSTITUTE OF TECHNOLOGY KARNATAKA, SURATHAKAL ------------------------------------------------------------------------------------------------------------------ IT359 ADVANCED COMPUTER NETWORKS (3-0-0) 3 PREREQ: IT252 Review of TCP/IP Protocol suit with latest developments, Broadband networks, advanced concepts: ATM, Frame Relay, SONET etc., Remote Access and Wireless Networking, Network Management issues and protocols. Formal Methods / FDTs in communication networks, Cryptography, Firewalls, Security in different layers and current Trends James F Kurose and Keith W Rose, Computer Networking, Parson Education, 2003 D.L. Stevens, TCP/IP Vol. 1, 2 and 3, PHI, 2001. IT360 SOFT COMPUTING (3-0-0) 3 PREREQ: IT202 Optimization and Some Traditional Methods and issues, Introduction to Genetic Algorithms, Some Specialized Genetic Algorithms, Introduction to Fuzzy Sets, Fuzzy Reasoning and Clustering, Fundamentals of Neural Networks, Fundamentals biologically inspired computing, Applications and Recent Research Trends. A. Ghosh, S. Dehuri and S. Ghosh (eds.), Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases, ISBN 978-3-540-77466-2, Springer, 2008. S. Bandyopadhyay and S. K. Pal, Classification and Learning using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence, ISBN 978-3-540-49606-9, Springer-Verlag, Hiedelberg, Germany, 2007. A. Ghosh, R. K. De and S. K. Pal (eds.), Pattern Recognition and Machine Intelligence, Springer, 2007. D K Pratihar , Soft Computing , Narosa , 2007. IT361 SIMULATION AND MODELING (3-0-0) 3 System models and Role of Simulation, Types of Systems, Statistical Tools and Techniques, Discrete Event Simulation Languages, Modeling and Performance Evaluation of Computer Systems, Biological and Sociological System Simulation, Verification and Validation. A. M. Law and W.D. Kelton, “ Simulation Modeling and Analysis” , McGraw Hill, 2000 A. M. Law, “ Simulation Modeling and Analysis” , McGraw Hill, 4th Edition, 2008 IT362 PERCEPTUAL AUDIO CODING (3-0-0) 3 PREREQ: IT201 Introduction to Audio Signals, Psychoacoustics, Time to Frequency Mapping of Audio Signals, Audio Compression Standards, Perceptual Audio Coders, Applications of Perceptual Audio Coding. Marina Bosi and Richard E. Goldberg, “ Introduction to Digital Audio Coding Standards” , Springer, 2002 Hugo Fastl and Eberhard Zwicker, “ Psychoacoustics: Facts and Models” , Springer, 3rd edition, 2006 Soren Bech and Nick Zacharov, “ Perceptual Audio Evaluation - Theory, Method and Application” ,Wiley, 2006 Andreas Spanias, Ted Painter and Venkatraman Atti, “ Audio Signal Processing and Coding” , Wiley- Interscience,2007 IT363 INFORMATICS AND TELEMATICS (3-0-0) 3 PREREQ: IT207 Fundamentals of Informatics and Telematics, Information Systems, Informatics and its relevance to medicine, cybernetics, virtual reality, Applications of Internet and www in health care, Medical information storage and management systems, Patient medical history, records of physical examinations and investigations. Introduction to medical knowledge based systems, Multimedia medical information systems, Integrated information systems. Andy Sloane and F Rijn, “ Home Informatics & Telematics: Information, Technology and Society” , Springer, 2000 A. Venkatesh, T. Gonsalves et al,, “ Home Informatics & Telematics: ICT for the Next Billion” , Springer, 2007 Joseph K. H. Tan, “ Health Management Info Systems: Methods & Practical Applications” , Jones & Bartlett, 2001 IT364 DIGITAL IMAGE PROCESSING (3-0-0) 3 PREREQ: IT201 Digital image fundamentals, representation, Image sampling and quantization Image enhancement, Spatial domain methods, Frequency domain methods, Image segmentation, Detection of discontinuities, Thresholding, --------------------------------------------------------------------- NITK-Course Contents(UG)2010 Page 76 of 134
NATIONAL INSTITUTE OF TECHNOLOGY KARNATAKA, SURATHAKAL ------------------------------------------------------------------------------------------------------------------ Image restoration: Degradation model, color models - RGB, CMY, YIQ, HIS � Pseudo color image processing, Image compression standards and recent trends Gonzalez and Woods, “ Digital Image Processing” , 2nd Ed, Pearson Education, 2002. Anil K. Jain, “ Fundamentals of Digital Image Processing” , Pearson Education, 2003. IT365 FUZZY SYSTEM MODELS (3-0-0) 3 Classical /crisp set, fuzzy sets, Fuzzy numbers, Fuzzy arithmetic, Fuzzy measures, Operations on Fuzzy sets, Fuzzy relations, Multi valued logic, Fuzzy logic, Uncertainty and information, Approximate reasoning, Fuzzy decision making, Fuzzy models, case studies. Klir and Yuan, Fuzzy Sets and Fuzzy logic, Prentice Hall of India 2001. Li Xin Wang, A course in fuzzy systems and control, Prentice Hall J. Yen and R. Langari, Fuzzy logic: Intelligence, control and information, Pearson Education IT366 PARALLEL PROGRAMMING (3-0-0) 3 PREREQ : IT303 Introduction to Parallel Computer Architectures, Parallel Programming with OpenMP, Parallel Programming with MPI, Advanced concepts in MPI, Recent Advances in Parallel Programming techniques like Task, Parallelism using TBB, TL2, Cilk++ etc. and software transactional memory techniques. J. Dongara, I. Foster, G. Fox, W. Cropp et al, "Sourcebook of Parallel Programming", Morgan Kaufmann. Barbara Chapman, Gabriele Jost et.al, “ Using OpenMP: Portable Shared Memory Parallel Programming” , Scientific and Engineering Computation, MIT 2008. B. Wilkinson and M. Allen, "Parallel Programming: Techniques and Applications” , Prentice Hall. S. Akhter and J. Roberts, “ Multi-Core Programming–Performance through Multi-threading” , Intel Press, 2006 IT367 E-COMMERCE (3-0-0) 3 PREREQ : IT302 Infrastructure and Tools for E-Commerce, Current Trends in E-Commerce applications development, The Business of Internet Commerce, Enterprise level E-Commerce, Security and encryption, Electronic payment systems, Search engines, Intelligent agents in E-Commerce, On-line auctions, Data mining for e-commerce, Web metrics, Recommender systems, Knowledge management, Mobile e-commerce, Legal, ethical and social issues. Henry Chan et al., E-Commerce- Fundamental and applications, John Wiley & Sons, 2002 G.Winfield Treese and Lawrence C.S, Designing Systems for Internet Commerce, Pearson Education, LPE, 2002 Fensel, Dieter, Brodie M. L., “ Ontologies: A Silver Bullet for Knowledge Management and E-Commerce” , Allied Publishers, 2004. Zimmermann, Olaf; Tomlinson, Mark R.; Peuser, Stefan, Perspectives on Web Services, Allied Publishers, 2004. IT390 PROFESSIONAL PRACTICE AND SEMINAR 2 Invited Lectures by various personalities from industry on various topics like professional life and career developments, professional ethics, conduct etc and technical seminars by students on various topics. IT401 DISTRIBUTED COMPUTING SYSTEMS (3-0-0) 3 PREREQ : IT300 Basic concepts - Computer networks, Distributed systems and Computing, Design goals, Fundamental issues and transparencies in DCS, Ordering of events, Ordering of messages and concerned protocols, Global state detection Process synchronization, Process communications, Load balancing techniques. Mukesh Singhal and Niranjan G. Shivaratri, Advanced Concepts in Operating System, Tata McGraw Hill, 1994. A.S Tanenbaum and M.V. Steen, Distributed Systems – Principles and Paradigms, PHI. Randy Chow, Distributed Operating Systems and Algorithms, Addison Wesley. G.F. Coulouies, J.D. Dollimore and T. Kindberg, Distributed Systems: Concepts & Design, Addison Wesley, 1994. --------------------------------------------------------------------- NITK-Course Contents(UG)2010 Page 77 of 134
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