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IT8076 Important Questions SOFTWARE TESTING Regulation 2017 Anna University

IT8076 Important Questions SOFTWARE TESTING

IT8076 Important Questions SOFTWARE TESTING Regulation 2017 Anna University free download. SOFTWARE TESTING Important Questions IT8076 pdf free download.

Sample IT8076 Important Questions SOFTWARE TESTING

1 Elaborate on the principles of software testing. 13 BTL-4 Analyzing
2 (a) Describe about the components of software development process. 06 BTL-1 Remembering
(b) List and discuss the technological developments that are causing
organizations to revise their approach to testing.
07 IT8076 Important Questions SOFTWARE TESTING
3 Write short notes on the list given below
(a) Cost of defect. (b) Elements of Engineering disciplines

4a Discuss in detail about the testing axioms. 06 BTL-2 Understanding
4b Explain defect classification in detail. 07 BTL-2 Understanding
5a Write short notes on Origins of defects 07 BTL-5 Evaluating
5b Explain the various origins of defects. Explain the major classes of defects
in the software artifacts.
06 IT8076 Important Questions SOFTWARE TESTING
6 Short notes on a) Precision and accuracy b) Verification and validation 6+7 BTL-2 Understanding
7a Explain in detail about defect repository. 06 BTL-4 Analyzing
7b Analyze the Role of process in Software quality. 07 BTL-4 Analyzing
8 Why it is important to meticulously inspect test result and discover the
drawbacks incase if you fail to inspect ? Illustrate with example?
IT8076 Important Questions SOFTWARE TESTING
9 Give an Overview of the Testing Maturity Model(TMM) & the test related
activities that should be done for V-model architecture.
13 BTL-4 Analyzing
10a Describe the various software testing activities. 06 BTL-1 Remembering
10b Define correctness, reliability, integrity, interoperability. Discuss how these
are related to testing.

11a Why it is necessary to develop test cases for both valid
and invalid input condition?

11b How important to document a product? How will you test requirement and
design document?

Subject name SOFTWARE TESTING
Short Name ST
Semester 6
Subject Code IT8076
Regulation 2017 regulation

IT8076 Important Questions SOFTWARE TESTING Click Here To Download 

IT8076 SOFTWARE TESTING Question Bank

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question bank

CS8092 Question Bank Computer Graphics and Multimedia Regulation 2017 Anna University

CS8092 Question Bank Computer Graphics and Multimedia

CS8092 Question Bank Computer Graphics and Multimedia Regulation 2017 Anna University free download. Computer Graphics and Multimedi Question Bank CS8092 pdf free download.

Sample CS8092 Question Bank Computer Graphics and Multimedia

1. (i)Describe 2D geometric transformations. (7)
(ii)Show that two successive reflections about the coordinate axes
is equivalent to a single rotation about the coordinate origin.(6)
CS8092 Question Bank Computer Graphics and Multimedia
2. (i)Discuss about matrix representation and homogeneous
coordinates(7)
(ii)Give composite transformation for translation and rotation(6)
BTL 2 Understanding
3. Illustrate with example the available two dimensional geometric
transformations. (13)
BTL 3 Applying
4. (i)Scale a square ABCD A(0,0) , B(3,0),C(3,3),D(0,3) three units
in X direction and three units in Y direction.(7)
(ii)Explain the brief notes on pivot point rotation of an object.(6)
CS8092 Question Bank Computer Graphics and Multimedia
5. Construct a triangle ABC whose coordinates are A(1,1), B(5,2) and
C(4,3)
i. Reflect the given triangle about X axis
ii. Reflect the given triangle about Y axis
iii. Reflect the given triangle about Y=X axis
iv. Reflect the given triangle about X =Y axis
In each case find the Coordinates of reflected triangle. (13)
BTL 3 Applying
6. (i)How would you transform an object from one coordinate system
to another coordinate system? (7)
(ii)Give a brief note on two dimensional viewing transformation
pipeline. (6)
CS8092 Question Bank Computer Graphics and Multimedia
7. (i)What are the stages involved in 2D viewing transformation
pipeline? Describe briefly about each stage.(7)
(ii)Describe in detail about viewing coordinate reference frame.(6)
BTL 1
Remembering
8. (i)List and Explain 2D viewing functions. (7)
(ii)Compare between window port and view port.(6)
BTL 2 Understanding
9. Analyze the window to viewport coordinate transformation.(13) BTL 4 Analyzing
10. (i) Show the different types of clipping operations with neat
diagram.(10)
(ii) Write short notes on exterior clipping. (3)
CS8092 Question Bank Computer Graphics and Multimedia

Subject name Computer Graphics and Multimedia
Short Name CGM
Semester 6
Subject Code CS8092
Regulation 2017 regulation

CS8092 Question Bank Computer Graphics and Multimedia Click Here To Download

CS8092 Computer Graphics and Multimedia Syllabus

CS8092 Computer Graphics and Multimedia Notes

CS8092 Computer Graphics and Multimedia Important Questions

 

Categories
Important question

CS8092 Important Questions Computer Graphics and Multimedia Regulation 2017 Anna University

CS8092 Important Questions Computer Graphics and Multimedia

CS8092 Important Questions Computer Graphics and Multimedia Regulation 2017 Anna University free download. Computer Graphics and Multimedi Important Questions CS8092 pdf free download.

Sample CS8092 Important Questions Computer Graphics and Multimedia

1. (i) Describe about the properties of a circle. (7)
(ii) Describe pen and brush attribute options. (6)
BTL 1 Remembering
2. Use the midpoint method to derive decision parameters for
generating points along a straight line path with slope in the range
0<m<1. Compose that the midpoint decision parameters are the same
as those in the Bresenham’s line drawing algorithm. CS8092 Important Questions Computer Graphics and Multimedia
3. Describe about the Bresenham’s ellipse drawing algorithm. (13) BTL 1 Remembering
4. Using midpoint circle algorithm calculate the pixel that will be put
ON for an origin center at (4,5) of a circle with radius 4. (13)
BTL 5 Evaluating
5. (i)Compare and contrast between the RGB and CMY color
models.(7)
(ii)Summarize about CIE color model. What are its advantages?(6)
CS8092 Important Questions Computer Graphics and Multimedia
6. (i)Discuss about the properties of light.(7)
(ii)Interpret light sources in detail.(6)
BTL 2 Understanding
7. (i)Depict and discuss the HSV and HLS color models in detail.(7)
(ii)Discuss briefly on standard primaries and chromaticity
diagram.(6)
BTL 2 Understanding
8. Make a detailed comparison of all color models.(13) BTL 4 Analysing
9. Explain in detail about halftone patterns and dithering techniques in
detail.(13)
CS8092 Important Questions Computer Graphics and Multimedia
10. Explain attributes of output primitives.(13) BTL 4 Analysing
11. Illustrate the basic illumination model in detail.(13) BTL 3 Applying
12. Describe about the various types of shading?(13) BTL 1 Remembering
13. Write a short notes on RGB and HSV color models.(13)CS8092 Important Questions Computer Graphics and Multimedia
14. Explain the basic concepts of Midpoint ellipse algorithm. Apply the
decision parameter for the algorithm and write down the algorithm
steps. (13)CS8092 Important Questions Computer Graphics and Multimedia

Subject name Computer Graphics and Multimedia
Short Name CGM
Semester 6
Subject Code CS8092
Regulation 2017 regulation

CS8092 Important Questions Computer Graphics and Multimedia Click Here To Download 

CS8092 Computer Graphics and Multimedia Syllabus

CS8092 Computer Graphics and Multimedia Notes

CS8092 Computer Graphics and Multimedia Question Bank

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question bank

CS8091 Question Bank Big Data Analytics Regulation 2017 Anna University

CS8091 Question Bank Big Data Analytics

CS8091 Question Bank Big Data Analytics Regulation 2017 Anna University free download. Big Data Analytics Question Bank CS8091 pdf free download.

Sample CS8091 Question Bank Big Data Analytics

4
Describe the Recommendation systems? Clearly explain the two applications for Reccomdation systems.(13)

5
Discuss in detail about any one Ranking algorithm used by Search
Engines?(13)
CS8091 Question Bank Big Data Analytics
6
Explain Recommendation based on User Ratings using appropriate example.(13)

7
Differentiate collaborative filtering and content based systems. (13)

8
Explain collaborative filtering based recommendation system. (13)
9
Differentiate between lexical similarity and semantic similarity of documents.(13)
CS8091 Question Bank Big Data Analytics
10
Explain in detail about Frequent item set generation and rule generation. (13)
BTL1
Remembering
11
Explain in detail about evaluation of candidate rule. (13)

12
Outline in detail about the application of association rule. (13)

13
Generalize in detail about utility matrix and long tail. (13)

14
Explain in detail about discovering features of documents. (13)
CS8091 Question Bank Big Data Analytics
1
A database has five transactions. Let min sup = 60% and min conf=80%
TID ITEMS
T100 Milk, Onion, Nuts, Kiwi, Egg, Yoghurt
T200 Dhal, Onion, Nuts, Kiwi, Egg, Yoghurt
T300 Milk, Apple, Kiwi, Egg
T400 Milk, Curd, Kiwi,Yoghurt
T500 Curd, Onion, Kiwi, Ice cream,Egg
Find all frequent item sets using Apriori method(15)

2
Narrate in detail about a model for Recommendation system.(15)

3
Illustrates with an example the application of the Apriori algorithm to a relatively simple case that generalizes to those used in practice. Show how to use the Apriori algorithm to generate frequent item sets and rules and to evaluate and visualize the rules.(15)

4
Explain in detail about Hybrid and Knowledge based recommendation.(15)

 

Subject name Big Data Analytics
Short Name BDS
Semester 6
Subject Code CS8091
Regulation 2017 regulation

CS8091 Question Bank Big Data Analytics Click Here To Download 

CS8091 Big Data Analytics Syllabus

CS8091 Big Data Analytics Notes

CS8091 Big Data Analytics Important Questions

Categories
Important question

CS8091 Important Questions Big Data Analytics Regulation 2017 Anna University

CS8091 Important Questions Big Data Analytics

CS8091 Important Questions Big Data Analytics Regulation 2017 Anna University free download. Big Data Analytics Important Questions CS8091 pdf free download.

Sample CS8091 Important Questions Big Data Analytics

List the main characteristics of big data architecture with a neat schematic diagram.(13)
CS8091 Important Questions Big Data Analytics
2
Explain in detail about the challenges of conventional system(13)

3
How would you show your understanding of the tools, trends and
technology in big data?(13)

4
i. What are the best practices in Big Data analytics? (6)
ii. Explain the techniques used in Big Data Analytics. (7)

5
i. What make a great analysis? State reason with example.(6)
ii. Examine in detail the trends and technology in big data (7)CS8091 Important Questions Big Data Analytics
6
i. Describe in detail about 5v‟s? (6)
ii. Illustrate Map-Reduce with example.(7)

7
Discuss the use of Big Data Analytics in Business with suitable real world example.(13)

8
i. Generalize the list of tools related to Hadoop.(6)
ii. How does Hadoop work?(7)

9
Discuss the following features of Apache Hadoop in detail with diagram as necessary.(13)
CS8091 Important Questions Big Data Analytics
10
Summarize briefly on
i. Feature of MapR distribution(7)
ii. Explain the architecture for MapR.(6)

11
Explain the complexity theory for Map-Reduce? What is reducer size and replication rate (13)

12
Explain the significances Hadoop distributed file systems and its application (13)

13
i. Describe Map Reduce framework in detail. Draw the architectural diagram for physical organization of compute nodes(7)
ii.Define HDFS. Explain HDFS in detail(6)

14
i. Highlight the features of Hadoop and explain the functionalities of Hadoop cluster?(7)
ii. Describe briefly about Hadoop input and output and write a note on data integrity?(6)

Subject name Big Data Analytics
Short Name BDS
Semester 6
Subject Code CS8091
Regulation 2017 regulation

CS8091 Important Questions Big Data Analytics Click Here To Download 

CS8091 Big Data Analytics Syllabus

CS8091 Big Data Analytics Notes

CS8091 Big Data Analytics Question Bank

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r2017 notes

IT8602 Notes Mobile Communication Regulation 2017 Anna University

IT8602 Notes Mobile Communication

IT8602 Notes Mobile Communication Regulation 2017 Anna University free download. Mobile Communication Notes IT8602 pdf free download.

OBJECTIVES: IT8602 Notes Mobile Communication

The student should be made to:
 Understand the basic concepts of mobile computing
 Understand Wireless LAN, Bluetooth and WiFi Technologies
 Be familiar with the network protocol stack
 Learn the basics of mobile telecommunication system
 Be exposed to Ad-Hoc networks

OUTCOMES: IT8602 Notes Mobile Communication

At the end of the course, the student should be able to:
 Explain the basics of mobile telecommunication system
 Illustrate the generations of telecommunication systems in wireless network
 Understand the architecture of Wireless LAN technologies
 Determine the functionality of network layer and Identify a routing protocol for a given Ad hoc networks
 Explain the functionality of Transport and Application layer

TEXT BOOKS: IT8602 Notes Mobile Communication

1. Jochen Schiller, ―Mobile Communications‖, PHI, Second Edition, 2003.
2. Prasant Kumar Pattnaik, Rajib Mall, ―Fundamentals of Mobile Computing‖, PHI Learning Pvt.Ltd, New Delhi – 2012

REFERENCES: IT8602 Notes Mobile Communication

1. Dharma Prakash Agarval, Qing and An Zeng, “Introduction to Wireless and Mobile systems”,Thomson Asia Pvt Ltd, 2005.
2. Uwe Hansmann, Lothar Merk, Martin S. Nicklons and Thomas Stober, ―Principles of Mobile Computing‖, Springer, 2003.
3. William.C.Y.Lee,―Mobile Cellular Telecommunications-Analog and Digital Systems‖, Second Edition,Tata Mc Graw Hill Edition ,2006.
4. C.K.Toh, ―AdHoc Mobile Wireless Networks‖, First Edition, Pearson Education, 2002.
5. Android Developers : http://developer.android.com/index.html
6. Apple Developer : https://developer.apple.com/
7. Windows Phone Dev Center : http://developer.windowsphone.com
8. BlackBerry Developer : http://developer.blackberry.com

Subject name Mobile Communication
Short Name MC
Semester 6
Subject Code IT8602
Regulation 2017 regulation

IT8602 Notes Mobile Communication Click Here To Download 

 IT8602 Mobile Communication Syllabus

IT8602 Mobile Communication Important Questions

IT8602 Mobile Communication Question Bank

IT8602 Mobile Communication Question Paper

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Syllabus UG syllabus R-2017

IT8602 Syllabus Mobile Communication Regulation 2017 Anna University

IT8602 Syllabus Mobile Communication

IT8602 Syllabus Mobile Communication Regulation 2017 Anna University free download. Mobile Communication Syllabus IT8602 pdf free download.

UNIT I INTRODUCTION IT8602 Syllabus Mobile Communication

Introduction to Mobile Computing – Applications of Mobile Computing- Generations of Mobile Communication Technologies-MAC Protocols – SDMA- TDMA- FDMA- CDMA

UNIT II MOBILE TELECOMMUNICATION SYSTEM IT8602 Syllabus Mobile Communication

GSM – Architecture – Protocols – Connection Establishment – Frequency Allocation – Routing – Mobility Management – Security –GPRS- UMTS- Architecture

UNIT III WIRELESS NETWORKS IT8602 Syllabus Mobile Communication

Wireless LANs and PANs – IEEE 802.11 Standard – Architecture – Services – Blue Tooth- Wi-Fi – WiMAX

UNIT IV MOBILE NETWORK LAYER IT8602 Syllabus Mobile Communication

Mobile IP – DHCP – AdHoc– Proactive and Reactive Routing Protocols – Multicast Routing- Vehicular Ad Hoc networks ( VANET) –MANET Vs VANET – Security

UNIT V MOBILE TRANSPORT AND APPLICATION LAYER IT8602 Syllabus Mobile Communication

Mobile TCP– WAP – Architecture – WDP – WTLS – WTP –WSP – WAE – WTA Architecture – WML

OBJECTIVES:

The student should be made to:
 Understand the basic concepts of mobile computing
 Understand Wireless LAN, Bluetooth and WiFi Technologies
 Be familiar with the network protocol stack
 Learn the basics of mobile telecommunication system
 Be exposed to Ad-Hoc networks

OUTCOMES:

At the end of the course, the student should be able to:
 Explain the basics of mobile telecommunication system
 Illustrate the generations of telecommunication systems in wireless network
 Understand the architecture of Wireless LAN technologies
 Determine the functionality of network layer and Identify a routing protocol for a given Ad hoc networks
 Explain the functionality of Transport and Application layer

Subject name Mobile Communication
Short Name MC
Semester 6
Subject Code IT8602
Regulation 2017 regulation

IT8602 Syllabus Mobile Communication Click Here To Download

IT8602 Mobile Communication Notes

IT8602 Mobile Communication Important Questions

IT8602 Mobile Communication Question Bank

IT8602 Mobile Communication Question Paper

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r2017 notes

IT8601 Notes Computational Intelligence Regulation 2017 Anna University

IT8601 Notes Computational Intelligence

IT8601 Notes Computational Intelligence Regulation 2017 Anna University free download. Computational Intelligence Notes IT8601 pdf free download.

OBJECTIVES: IT8601 Notes Computational Intelligence

 To provide a strong foundation on fundamental concepts in Computational Intelligence.
 To enable Problem-solving through various searching techniques.
 To apply these techniques in applications which involve perception, reasoning and learning.
 To apply Computational Intelligence techniques for information retrieval
 To apply Computational Intelligence techniques primarily for machine learning.

OUTCOMES: IT8601 Notes Computational Intelligence

Upon completion of the course, the students will be able to  Provide a basic exposition to the goals and methods of Computational Intelligence.  Study of the design of intelligent computational techniques.  Apply the Intelligent techniques for problem solving  Improve problem solving skills using the acquired knowledge in the areas of, reasoning, natural language understanding, computer vision, automatic programming and machine learning.

TEXT BOOKS: IT8601 Notes Computational Intelligence

1. Stuart Russell, Peter Norvig, ―Artificial Intelligence: A Modern Approach‖, Third Edition, Pearson Education / Prentice Hall of India, 2010. 2. Elaine Rich and Kevin Knight, ―Artificial Intelligence‖, Third Edition, Tata McGraw-Hill, 2010.

REFERENCES: IT8601 Computational Intelligence

1. Patrick H. Winston. “Artificial Intelligence”, Third edition, Pearson Edition, 2006. 2. Dan W.Patterson, ―Introduction to Artificial Intelligence and Expert Systems‖, PHI, 2006.
3. Nils J. Nilsson, ―Artificial Intelligence: A new Synthesis‖, Harcourt Asia Pvt. Ltd., 2000.

Subject name Computational Intelligence
Short Name CI
Semester 6
Subject Code IT8601
Regulation 2017 regulation

IT8601 Notes Computational Intelligence Click Here To Download 

 IT8601 Computational Intelligence Syllabus

IT8601 Computational Intelligence Important Questions

IT8601 Computational Intelligence Question Bank

IT8601 Computational Intelligence Question Paper

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Syllabus UG syllabus R-2017

IT8601 Syllabus Computational Intelligence Regulation 2017 Anna University

IT8601 Syllabus Computational Intelligence

IT8601 Syllabus Computational Intelligence Regulation 2017 Anna University free download. Computational Intelligence Syllabus IT8601 pdf free download.

UNIT I INTRODUCTION IT8601 Syllabus Computational Intelligence

Introduction to Artificial Intelligence-Search-Heuristic Search-A* algorithm-Game Playing- Alpha-Beta Pruning-Expert systems-Inference-Rules-Forward Chaining and Backward Chaining- Genetic Algorithms.

UNIT II KNOWLEDGE REPRESENTATION AND REASONING IT8601 Computational Intelligence

Proposition Logic – First Order Predicate Logic – Unification – Forward Chaining -Backward Chaining – Resolution – Knowledge Representation – Ontological Engineering – Categories and Objects – Events – Mental Events and Mental Objects – Reasoning Systems for Categories – Reasoning with Default Information – Prolog Programming.

UNIT III UNCERTAINTY IT8601 Syllabus Computational Intelligence

Non monotonic reasoning-Fuzzy Logic-Fuzzy rules-fuzzy inference-Temporal Logic-Temporal Reasoning-Neural Networks-Neuro-fuzzy Inference.

UNIT IV LEARNING IT8601 Computational Intelligence

Probability basics – Bayes Rule and its Applications – Bayesian Networks – Exact and Approximate Inference in Bayesian Networks – Hidden Markov Models – Forms of Learning – Supervised Learning – Learning Decision Trees – Regression and Classification with Linear Models – Artificial Neural Networks – Nonparametric Models – Support Vector Machines – Statistical Learning – Learning with
Complete Data – Learning with Hidden Variables- The EM Algorithm – Reinforcement Learning

UNIT V INTELLIGENCE AND APPLICATIONS IT8601 Computational Intelligence

Natural language processing-Morphological Analysis-Syntax analysis-Semantic Analysis-AIl applications – Language Models – Information Retrieval – Information Extraction – Machine Translation – Machine Learning – Symbol-Based – Machine Learning: Connectionist – Machine Learning.

Subject name Computational Intelligence
Short Name CI
Semester 6
Subject Code IT8601
Regulation 2017 regulation

IT8601 Syllabus Computational Intelligence Click Here To Download

IT8601 Computational Intelligence Notes

IT8601 Computational Intelligence Important Questions

IT8601 Computational Intelligence Question Bank

IT8601 Computational Intelligence Question Paper