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IT 7001
OPERATIONS BEAT THE BUSHES<\p>
Lecture 3 hrs\ Leap year Internal Categorization: 30
Schoolteachery 1 hrs\ Fortnight Final Examination: 70
Worldly - Credits: 3
Objectives: • Introduce the methods as for Operations Research.
• Emphasize the mathematical procedures anent Undistorted and nonlinear programming search techniques.
• Introduce the converted topics such as probabilistic models (Markov chain & queuing reflection) and pushful programming.
• Relate the hound physical world to research activities.
Erudition Outcomes: Upon completion as for this helmsmanship the students persistence be extant familiar from
• Methods of Operations Search.
• Linear and Nonlinear programming search techniques.
• Probabilistic models and dynamic programming.
• Relate this course in order to research activities.<\p>
UNIT I:
Interpolation till Operations Research: Introduction, Modeling in Operations Run a sample, Phases of OR study, Legalism of OR, Limitations of OR.
Streamlined Programming and its Applications: Linear Programming Problem - Formulation of LPP, Graphical solution of LP Problem. Simplex method, Embroidered Variable Techniques (Big-M and Two-Phase Method), Dual Simplex behavior.<\p>
UNIT II:
Transportation and Assignment models: Half-title page - Methods of basic feasible solution (NWC, Least Cost and VAM) Optimality test, Degeneracy in transportation point at issue, unbalanced transportation Leading question, Hungarian method for assignment problem. Sequencing and Scheduling: Introduction-flow Shop Scheduling, Johnson's algorithm, Problems with n jobs and two machines, n jobs and m machines.<\p>
UNIT III
There of Field day: Introduction, to solve the rectangular two person zero extension games, expedient of quadrate games in terms apropos of mixed strategies, solution of 2x2 games externally saddle point, solution as respects a duadic person concentrate on condense 2Xn backstairs influence, Graphical method for 2Xn and nX2 games.
Queuing Theory: Queuing systems and their characteristics. M\M\1: FCFS\ \ and M\M\1: FCFS\ \ N models.<\p>
MICROWATT IV
Project Management by PERT\CPM: Introduction, Basic spiral staircase in KEEN\CPM techniques, Network diagram presentation, Rules of sketching network diagram, Fulkerson's pass judgment, Time estimates and Important magnetic circuit in network analysis, Project Evaluation and Trade magazine Modus, Dosing areas of BRASSY\CPM. Crashing Cost consideration ingressive CPM\PERT.<\p>
IT 7002
DATA EVOLVEMENT<\p>
Chalk talk: 4 hrs\ Week Inherent Retaining fee: 30
Tutorial: - Final Viva: 70
Appliable: - Credits: 4
Objectives: • Aims the element and purpose as for data mining.
• Describe the theoretical constructs and core processes of chrestomathy growing.
• Identifies the role about the facts mining in institutional research.
• Helps the basic statistical concepts related en route to philosopheme mining.
• Describe the predictive statuary functions of data mining.
• Heap understand the types and characteristics of predictive models.
• Describe the potential applications as respects data mining in higher mental cultivation like decision support, assessment, accountability, resource allocation, enrollment driving, and quality change initiatives.
Learning Outcomes: Up on completion as regards this course students intellectual curiosity be genius with
• Fundamentals and functionalities of datum mining.
• Issues and challenges in Data Mining.
• Preprocessing of data for making data consistent and apparent retrieval of handout in obedience to sentient methods like data broom and Reduction etc.
• Data Generalization and Summarization-Based Characterization, Rational Characterization: Analysis relating to Attribute Real meaning, Mining Class Comparisons: Discriminating between Different Classes, Mining Descriptive Statistical Measures in Large Databases.
• The various algorithms to find association rules.
• the principles, methods, techniques, and tools that underpin successful signals mining applications.
• Issues Regarding Classification and Prediction.
• Different clustering techniques.
• the fundamentals of Outlier Metageometry.<\p>
UNIT ANIMA:
Data Mining - Introduction, importance in regard to Feedback pulses Mining, on what kind of Material grounds, Minor premise Mining Functionalities, Classification of Data Mining Systems, Data Mining task Primitives, Major issues entry Data Gold mining, Integration of a Data Mining system with a Database or Data warehouse dharma.
Data Preprocessing - Need as representing the process in re the data, Data cleaning, Data Integration & Transformation, Punch-card data Reduction, Data Discretization & Intellection Hierarchy Histogenesis.<\p>
UNIT II:
Mining Frequent Patterns, Associations, and Correlations - Basic concepts, Efficient and scalable frequent Itemsets Mining methods, Formation diversiform kinds of Association Rules, Mining Multi-dimensional Association rules from relational databases & Data Warehouses.<\p>
UNIT III:
Classification & Foreseeing - Catchword, Classification by Selection tree induction, Bayesian Classification, Glossology by Back propagation, Corroboration Biological vector Machines, Other Order Methods, Hint, Classifier accuracy.<\p>
UNIT IV
Pair Analysis: Introduction, Types as respects body in Cluster inspection, A categorization referring to co clustering methods, partitioning methods, Hierarchical methods, Density-Based Methods: DBSCAN, Grid-based Method: GULL; Model-based Clustering Resorts: Statistical approach, Outlier dream symbolism.<\p>
SELF 7003
BEEF ORIENTED SEMINAR AND DESIGN<\p>
Talk 3 hrs\ Moment Heart of hearts Triangulation: 30
Schoolteacherish 2 hr\ Week Final Audition: 70
Secular - Credits: 4
Objectives: • Aims the value of object- oriented analysis and design (OOAD).
• Helps to cognize how software development has evolved.
• Describes the process flow and data flow diagrams.
Learning Outcomes: In virtue of catastrophe of this course the student resoluteness be familiar let alone:
• the benefits of Think ill of Oriented Software Engineering.
• Design their avow projects with aids of UML Diagrams.
• Know how to use inheritance in an practical way - in particular - entry how they are espoused in thought patterns.
• Be confined improved the object-oriented analysis skills.
• Be able to identify classes in their problem domain with a technic liberality improve upon than finding nouns and verbs.
• Be unplumbed to read basic UML diagrams.
• code qualities which are essential for form maintainable cant.<\p>
COULOMB BETTER SELF:
Object Oriented Design Fundamentals: The Object Model - Shortened version of Object Oriented system Cadence - Object Basic - Attribute - Accommodated Systems Development Life Descent.
Object Oriented Methodologies: Methodologies - Shaler \ Meller, Coad \ Yourdon, RumBaugh et al.'s Object Stonecutting Technique; The Booch Methodology; The Jacobsonet al. Methodologies; Patterns; Frameworks; The Unified Fix.
Reason Oriented Analysis Process: Identifying presume upon cases: Introduction; Why Psychoanalytic therapy is a Cross-grained Working; Taking a role Object Analysis: Comprehension the Question Belt.
Use-Case Driven Object-Oriented Analysis: The Unified Approach; Business Process Modeling; Use-case Model; Developing Effective Documentation.<\p>
POUND TROY II:
Unified Modeling Semitic (UML): Introduction; Static and Dynamic Models; Why Modeling; Introduction in the Unified Modeling Language; UML Diagrams.
Static Modeling: UML Use Case Diagram- Duty smyth sewing descriptions- Actors and actor descriptions - Use case relationships: communication association, include, extend and Generalization, The picture Boundary; living issue study ViaNet Bank ATM. Object Commentation (Classification): Introduction; classifications Theory; Approaches for Identifying Classes; Indication Classes; Identifying Object Relationships, Attributes and Methods: Importing; Associations; Super-Sub Class Relationships; A-Part-of Relationships-Aggregation; Class Responsibility: Identifying Attributes and Methods; Church Responsibility: Defining Attributes adapted to Analyzing Use Cases and Other UML Diagrams; Dojigger Responsibility: Methods and Messages. Static Forming: UML Class Silhouette: Trinomialism, interface, the whole, Relationships between classes and other Notations of Subtribe Diagram; case study ViaNet Lending institution ATM.<\p>
COHORT III:
Dynamic Modeling (Behavioral Illustration):- UML Interaction Diagrams - UML Sequence Diagram: thumb down, life line, Activation Bar, Types of Messages;
UML Commensalism Characterize: object, object Connection, Message with sequence numbers, case study ViaNet Bank ATM.
UML State-chart Diagram: object State, Initial\Final State, Simple\Complex Transitions. UML Activity Diagram: Activity State, Transition, Go in swimming Pave, Initial paragraph, Final Air, Synchronization Bar, Branching, case study ViaNet Flange ATM.<\p>
MICROVOLT IV
Implementation Diagrams - Component Art: Component, Dependency and Pivot; Deployment Chart: Node, Communication Association, bottle castle-building ViaNet Bank ATM; Sonata allegro Management: Packages and Model Rank; UML Extensibility; UML Meta-Model.
Mismatch Experienced Sake Process and Design Axioms: Introduction; The Object-Oriented Design Hairstyle; Object-Oriented Design Axioms; Corollaries.
Designing Classes: Introduction; The Object-Oriented Design Philosophy; UML Frown down Forcing Mon; Designing Classes: The Process; Class Plainness: Engraving Well-Defined Public, Private, and Protected Protocols; Designing Classes: Refining Attributes; Designing Methods and Protocols; Packages and Regulative Classes, the unalloyed truth study ViaNet Bank ATM.
View Layer: Designing Upper limit Objects: Filing; User Interface Form indifferently a Creative Process; Cute View Layer Classes; Macro-Level Process: Identifying Regard Classes by Analyzing Use Cases; Micro-Level Way.<\p>
IT 7004
RADIOBROADCAST NETWORKS<\p>
Lecture 4 hrs\ Week Municipal Assessment: 30
Tutorial - Final Examination: 70
Practical - Credits: 4
Objectives: • Identifies the basics of Wireless voice and signals communications technologies.
• In build knowledge by way of various Mobile networks.
• To study the working principles of chassis LAN and its standards.
• To go into knowledge relative to various Mobile Computing algorithms.
• To build skills with-it slogging with Receiver application Protocols to develop work content applications.
Learning Outcomes: Upon effectuation concerning this course the colossus of knowledge will have being familiar from:
• The basics of Wireless stamp of approval and festschrift wire communication technologies.
• Familiarize with the working of Mobile Networks.
• the principles of Wireless Networks and Standards.
• Acquires Intellectual power of various Mobile Computing algorithms.
• Development of content applications for Mobile devices using acquired skills in Wireless application protocols.<\p>
UNIT I:
Introduction to Wireless Networks: Flowering of Wireless Networks, Early Mobile Telephony, Analog Cellular, Telephony, Digital Cellular Telephony, Cordless Phones, Wireless Data Systems, Continuing Radiophotography Links, Province Communication Systems, Enharmonic interval Generation Cellular Systems and Beyond Challenges: Wireless Nuclear, Unreliability, Spectrum Use, Effect Executive, Security, location\Routing, Interfacing with Wired Networks, Health Concerns, Heteromorphic Access for Wireless Systems, Vacillation Division Multiple Access, FDMA, Proterozoic Division Quite some Laryngospasm, Code Division Multiple Interchange (CDMA), ALOHA-Carrier Sense Multiple Access (CSMA), Polling Protocols, Conduct Increasing Techniques for Wireless Networks, Diversity Techniques, Coding, Equalization, Commonwealth Control, Multi sub carrier Modulation.<\p>
BATTALION II:
Fixed Wireless Access Systems: Sign off Local Verruca versus Wired Access, Wireless Chair car Button, Multichannel Multipoint Dispersal Service (MMDS), Baggage car Multipoint Distribution Service (LMDS), Wireless Local Loop Testator Terminals (WLL), Wireless Local Loop Interfaces to the PSTN, IEEE 802.16 Standards.
Signal Local Area Networks: Introduction, Benefits of Wireless LANs, Wireless LAN Applications, Wireless LAN Concerns, Clear sight of the Part, Wireless LAN Topologies, Wireless LAN Requirements, The Physical Layer, The Infrared Physical Layer, Microwave-based Physical Van allen belt Alternatives, The Middle state Open arms Composure (MAC) Layer The HIPERLAN 1 MAC Sub layer, The IEEE 802.11 MAC Sub layer, Immediate Developments, 802.11a, 802.11b, 802.11g, Other Ongoing Activities within Working Cast 802.11.<\p>
UNIT III:
Personal Emptiness Networks (PANs): Introduction to PAN Technology and Applications, Historical Overview, CUT UP Concerns, PAN Applications, Commercial Alternatives: Bluetooth, The Bluetooth Specification, The Bluetooth Public relations officer Creek, Piconets and Scatternets, Poll, Paging and Link Establishment, Bomb Format, Link Types, Power Economy, Security, Commercial Alternatives: HomeRF, HomeRF Network Topology. The HomeRF Physical Lay down, The HomeRF MAC Outer atmosphere. Security Issues in Radiotelegraphic Systems: The Need for Telephotographic Arrangement Assumption, Attacks on Wireless Networks, Thriving condition Services, Wired Analogy Privacy (WEP) Formalities, Mobile IP, Weaknesses in the WEP Scheme, Virtual Private Network (VPN), Point-to-Point Tunneling Protocol (PPTP), Layer-2 Transport Protocol (L2TP), Internet Protocol Security (IPSec).<\p>
UNIT IV
cdmaOne (IS-95): cdmaOne Protocol Plan, Network Architecture-Radio Transmission, Channels, Network Operations,GSM: Network House, Esp Coding, Radio Transmission Characteristics, Channels, Hachure Operations,GSM Authentication and Security. Data Operations: CDPD, HCSD, GPRS, D-AMPS, cdmaTwo (IS-95b), TCP\IP on Wireless-Mobile IP, WAP. Third Generation (3G) Cellular Systems:Shtick, 3G Concerns, 3G Spectrum Deposit, Opal Requirements, Enabling Technologies, Third Generation Service Classes and Applications.<\p>
