CS8075 Data Warehousing and Data Mining Syllabus Notes Question Banks with answers

CS8075 Data Warehousing and Data Mining Syllabus Notes Question Paper Question Banks with answers Anna University

Anna University Data Warehousing and Data Mining Syllabus Notes Question Bank Question Papers Regulation 2017

Anna University CS8075 Data Warehousing and Data Mining Notes are provided below. CS8075 Notes all 5 units notes are uploaded here. here CS8075 Data Warehousing and Data Mining notes download link is provided and students can download the CS8075 MC Lecture Notes and can make use of it.
CS8075 Data Warehousing and Data Mining Syllabus Notes

CS8075 Data Warehousing and Data Mining Syllabus Regulation 2017

UNIT I DATA WAREHOUSING, BUSINESS ANALYSIS AND ON-LINE ANALYTICAL PROCESSING (OLAP)
Basic Concepts - Data Warehousing Components – Building a Data Warehouse – Database Architectures for Parallel Processing – Parallel DBMS Vendors - Multidimensional Data Model – Data Warehouse Schemas for Decision Support, Concept Hierarchies -Characteristics of OLAP Systems – Typical OLAP Operations, OLAP and OLTP.
UNIT II DATA MINING – INTRODUCTION
Introduction to Data Mining Systems – Knowledge Discovery Process – Data Mining Techniques – Issues – applications- Data Objects and attribute types, Statistical description of data, Data Preprocessing – Cleaning, Integration, Reduction, Transformation and discretization, Data Visualization, Data similarity and dissimilarity measures.
UNIT III DATA MINING - FREQUENT PATTERN ANALYSIS
Mining Frequent Patterns, Associations and Correlations – Mining Methods- Pattern Evaluation Method – Pattern Mining in Multilevel, Multi Dimensional Space – Constraint Based Frequent Pattern Mining, Classification using Frequent Patterns
UNIT IV CLASSIFICATION AND CLUSTERING
Decision Tree Induction - Bayesian Classification – Rule Based Classification – Classification by Back Propagation – Support Vector Machines –– Lazy Learners – Model Evaluation and Selection-Techniques to improve Classification Accuracy. Clustering Techniques – Cluster analysis-Partitioning Methods - Hierarchical Methods – Density Based Methods - Grid Based Methods – Evaluation of clustering – Clustering high dimensional data- Clustering with constraints, Outlier analysis-outlier detection methods.
UNIT V WEKA TOOL
Datasets – Introduction, Iris plants database, Breast cancer database, Auto imports database - Introduction to WEKA, The Explorer – Getting started, Exploring the explorer, Learning algorithms, Clustering algorithms, Association–rule learners.
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CS8075 Data Warehousing and Data Mining Notes Syllabus
CS8075 Data Warehousing and Data Mining Notes
CS8075 Data Warehousing and Data Mining Syllabus
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CS8603 Distributed Systems Syllabus Notes Question Banks with answers

CS8603 Distributed Systems Syllabus Notes Question Paper Question Banks with answers Anna University

Anna University Distributed Systems Syllabus Notes Question Bank Question Papers Regulation 2017

Anna University CS8603 Distributed Systems Notes are provided below. CS8603 Notes all 5 units notes are uploaded here. here CS8603 Distributed Systems notes download link is provided and students can download the CS8603 DS Lecture Notes and can make use of it.
CS8603 Distributed Systems Syllabus Notes

CS8603 Distributed Systems Syllabus Regulation 2017

UNIT I INTRODUCTION
Introduction: Definition –Relation to computer system components –Motivation –Relation to parallel systems – Message-passing systems versus shared memory systems –Primitives for distributed communication –Synchronous versus asynchronous executions –Design issues and challenges. A model of distributed computations: A distributed program –A model of distributed executions –Models of communication networks –Global state – Cuts –Past and future cones of an event –Models of process communications. Logical Time: A framework for a system of logical clocks –Scalar time –Vector time – Physical clock synchronization: NTP.
UNIT II MESSAGE ORDERING & SNAPSHOTS
Message ordering and group communication: Message ordering paradigms –Asynchronous execution with synchronous communication –Synchronous program order on an asynchronous system –Group communication – Causal order (CO) - Total order. Global state and snapshot recording algorithms: Introduction –System model and definitions –Snapshot algorithms for FIFO channels
UNIT III DISTRIBUTED MUTEX & DEADLOCK
Distributed mutual exclusion algorithms: Introduction – Preliminaries – Lamport‘s algorithm – Ricart-Agrawala algorithm – Maekawa‘s algorithm – Suzuki–Kasami‘s broadcast algorithm. Deadlock detection in distributed systems: Introduction – System model – Preliminaries – Models of deadlocks – Knapp‘s classification – Algorithms for the single resource model, the AND model and the OR model.
UNIT IV RECOVERY & CONSENSUS
Checkpointing and rollback recovery: Introduction – Background and definitions – Issues in failure recovery – Checkpoint-based recovery – Log-based rollback recovery – Coordinated checkpointing algorithm – Algorithm for asynchronous checkpointing and recovery. Consensus and agreement algorithms: Problem definition – Overview of results – Agreement in a failure –free system – Agreement in synchronous systems with failures.
UNIT V P2P & DISTRIBUTED SHARED MEMORY
Peer-to-peer computing and overlay graphs: Introduction – Data indexing and overlays – Chord – Content addressable networks – Tapestry. Distributed shared memory: Abstraction and advantages – Memory consistency models –Shared memory Mutual Exclusion.
Click below link to download Distributed Systems Syllabus Notes Question papers Question Banks 2 marks with answers Part B Questions with answers download.
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CS8603 Distributed Systems Regulation 2017 notes
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Anna University Regulation 2017 Notes Syllabus
Regulation 2017 Syllabus Notes Anna University
CS8603 Distributed Systems Notes Syllabus
CS8603 Distributed Systems Notes
CS8603 Distributed Systems Syllabus
CS8603 Distributed Systems Question papers
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CS8602 Compiler Design Syllabus Notes Question Banks with answers

CS8602 Compiler Design Syllabus Notes Question Paper Question Banks with answers Anna University

Anna University Compiler Design Syllabus Notes Question Bank Question Papers Regulation 2017

Anna University CS8602 Compiler Design Notes are provided below. CS8602 Notes all 5 units notes are uploaded here. here CS8602 Compiler Design notes download link is provided and students can download the CS8602 CD Lecture Notes and can make use of it.
CS8602 Compiler Design Syllabus Notes

CS8602 Compiler Design Syllabus Regulation 2017

UNIT I INTRODUCTION TO COMPILERS
Structure of a compiler – Lexical Analysis – Role of Lexical Analyzer – Input Buffering – Specification of Tokens – Recognition of Tokens – Lex – Finite Automata – Regular Expressions to Automata – Minimizing DFA.
UNIT II SYNTAX ANALYSIS
Role of Parser – Grammars – Error Handling – Context-free grammars – Writing a grammar – Top Down Parsing - General Strategies Recursive Descent Parser Predictive Parser-LL(1) Parser-Shift Reduce Parser-LR Parser-LR (0)Item Construction of SLR Parsing Table -Introduction to LALR Parser - Error Handling and Recovery in Syntax Analyzer-YACC.
UNIT III INTERMEDIATE CODE GENERATION
Syntax Directed Definitions, Evaluation Orders for Syntax Directed Definitions, Intermediate Languages: Syntax Tree, Three Address Code, Types and Declarations, Translation of Expressions, Type Checking.
UNIT IV RUN-TIME ENVIRONMENT AND CODE GENERATION
Storage Organization, Stack Allocation Space, Access to Non-local Data on the Stack, Heap Management - Issues in Code Generation - Design of a simple Code Generator.
UNIT V CODE OPTIMIZATION
Principal Sources of Optimization – Peep-hole optimization - DAG- Optimization of Basic Blocks-Global Data Flow Analysis - Efficient Data Flow Algorithm.
Click below link to download Compiler Design Syllabus Notes Question papers Question Banks 2 marks with answers Part B Questions with answers download.
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CS8602 Compiler Design Regulation 2017 notes
Anna university UG Notes
Anna University Regulation 2017 Notes Syllabus
Regulation 2017 Syllabus Notes Anna University
CS8602 Compiler Design Notes Syllabus
CS8602 Compiler Design Notes
CS8602 Compiler Design Syllabus
CS8602 Compiler Design Question papers
CS8602 Compiler Design Question Bank
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