HS T81 ENGINEERING ECONOMICS AND MANAGEMENT UNIT I Introduction – Micro Economics – Macro Economics – Economic decisions and Technical Decisions – Demand and Supply Concepts – Elasticity of Demand – Cost of Products – Price of products – Break-Even Analysis – Nature of Functioning of Money – Notional Income – GNP and Savings – Inflation an Deflation Concepts. UNIT II Introduction – Elementary Economic Analysis – Interest Formulas and their Applications – Comparisons – Present Worth Method – Future Worth Method – Annual Equivalent Method – Rate of Return Method UNIT III
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Replacement and Maintenance Analysis – Depreciation – Evaluation of Public ternatives – Inflation Adjusted Decisions UNIT IV Nature and Importance of Management – Development of Management Thought – Ethical and Environmental Foundations – Decision Making – Organizing and Staffing – Planning and Strategic Management – Leadership – Communicating and Controlling Managing Information UNIT V Operations Management – Marketing Management – Financial Management – Multinational Management – Entrepreneurship and Small Business – Management of Public Organizations
CS T82 HIGH PERFORMANCE COMPUTING UNIT I Introduction: Need of high speed computing – increase the speed of computers – history of parallel computers and recent parallel computers; solving problems in parallel – temporal parallelism – data parallelism – comparison of temporal and data parallel processing – data parallelprocessing with specialized processors – inter-task dependency. The need for parallel computers – models of computation – analyzing algorithms -expressing algorithms.
UNIT II Parallel Programming Platforms: Trends in microprocessor architectures – limitations of memory system performance – parallel computing platforms – communication costs in parallel machines – routing mechanisms for interconnection networks. Principles of Parallel Algorithm Design: Preliminaries – decomposition techniques – characteristics of tasks and interactions – mapping techniques for load balancing – methods for containing interaction overheads – parallel algorithm models.
Basic Communication Operations: One-to-all broadcast and all-to-one reduction – all-to-all broadcast reduction – all-reduce and prefix-sum operations – scatter and gather – all-to-all personalized communication – circular shift – improving the speed of some communication operations. UNIT III Analytical Modeling of Parallel Programs: Sources of overhead in parallel programs – performance metrics for parallel systems – scalability of parallel systems – minimum execution time and minimum cost-optimal execution time.
Programming using the Message-Passing Paradigm: principles of message-passing programming – the building blocks – MPI – topologies and embedding – overlapping communication with computation – collective communication and computation operations – groups and communicators. Programming Shared Address Space Platforms: Thread basics – synchronization primitives in Pthreads – controlling thread and synchronization attributes – composite synchronization constructs – tips for designing asynchronous programs – OpenMP.
UNIT IV Dense Matrix Algorithms: Matrix-vector multiplication – matrix-matrix multiplication – solving a system of linear equations – FFT. Sorting: Issues in sorting on parallel computers – sorting networks – bubble sort and its variants – Quicksort – bucket and sample sort – other sorting algorithms. Graph Algorithms: Definitions and representation – minimum spanning tree – single-source shortest paths – all-pairs shortest paths. UNIT V Search Algorithms for Discrete for Discrete Optimization Problems:
Definitions and examples, sequential search algorithms, search overhead factor, parallel depth-first search, parallel best-first search, speedup anomalies in parallel search algorithms. Dynamic Programming: Overview. CS T83 INFORMATION SECURITY UNIT I Introduction: Security problem in computing – Elementary Cryptography – DES – AES – Public Key Encryption – Uses of Encryption. UNIT II Program Security: Security Programs – Non-malicious Program Errors – Virus and other Malicious Code – Targeted Malicious Code – Control against program Threats.
UNIT III Security in Operating Systems: Protected Objects and Methods of Protection – Memory and Address Protection –Control of Access generated Objects – File Protection Mechanisms – User Authentication – Trusted Operating Systems – Models of Security. UNIT IV Database and Network Security: Database Security Requirements – reliability and integrity –Sensitive Data – Inference – Multilevel Databases and Multilevel Security – Threats in Networks –Network Security Controls – Firewalls – Intrusion Detection Systems – Secure Email. UNIT V
Administering Security and Ethical Issues: Security Planning – Risk Analysis – Organizational Security Policies – Physical Security – Protecting Programs and Data – Information and the Law – Software Failures – Computer Crime – Privacy – Ethical Issues. CS E81 INTELLIGENT INFORMATION RETRIEVAL UNIT I Knowledge Representation: Knowledge representation – Basics of Prepositional logic – Predicate logic – reasoning using first order logic-unification – forward chaining -backward chaining –resolution – Production rules – frames – semantic networks – scripts.
UNIT II Ontology Development: Description logic-taxonomies -Topic maps – Ontology -Definition – expressing ontology logically – ontology representations – XML – RDF –RDFS – OWL – OIL – ontology development for specific domain – ontology engineering – Semantic web services. UNIT III Information Retrieval Modeling: Information retrieval – taxonomy-formal characterization -classic information retrieval – set theoretic model – algebraic model -probabilistic model – structured text retrieval models – models for browsing -. etrieval performance evaluation – keyword based querying – pattern matching – structural queries – query operations. UNIT IV Text and Multimedia Languages and Properties: Introduction – metadata – markup languages -multimedia. Text operations: document preprocessing – document clustering – text Compression – basic concepts – statistical methods. Indexing and searching: inverted files – suffix trees – signature files – boolean queries – sequential searching -pattern matching. UNIT V
Recent Trends in IR: Parallel and distributed IR – multimedia IR – data modeling – query languages – A generic Multimedia indexing Approach – one dimensional time series – two dimensional colour images – Automatic feature extraction. Web Searching – Characterizing the Web – Search Engines – Browsing – Meta searchers – Searching using hyperlinks. CS E87 ORGANIZATIONAL BEHAVIOUR UNIT I What is Organizational Behaviour? – Foundations of Individual Behviour – Attitudes and Job Satisfaction – Personality and Values – Perception and Individal Decision making – Motivation Concepts – Motivation: From Concepts to Applications – Emotions and Moods.
UNIT II Foundations of Group Behaviour – Understanding Work Teams – Communication – Basic Approaches to Leadership – Contemporary Issues in Leadership – Power and Politics – Conflict and Negotiation. UNIT III Foundations of Organization Structure – Organizational Culture – Human Resource Policies and Practices. UNIT IV Organizational Change and Stress Management. UNIT V Case Studies and Current Issues in Organizational Behaviour.
