COURSE STRUCTURE
AND
DETAILED SYLLABUS
For
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COMPUTER SCIENCE ENGINEERINGBRANCH
INFORMATION TECHNOLOGY
JAWAHARLAL NEHRU TECHNOLOGY UNIVERSITY KAKINADA
KAKINADA - 533 003, Andhra Pradesh, India
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Computer Science & Technology
1
ACADEMIC REGULATIONS R13 FOR M. Tech (REGULAR)
DEGREE COURSE
Applicable for the students of M. Tech (Regular) Course from the
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Academic Year 2013-14 onwardsThe M. Tech Degree of Jawaharlal Nehru Technological University
Kakinada shall be conferred on candidates who are admitted to the program
and who fulfil all the requirements for the award of the Degree.
1.0 ELIGIBILITY FOR ADMISSIONS
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Admission to the above program shall be made subject to eligibility,qualification and specialization as prescribed by the University from time to
time.
Admissions shall be made on the basis of merit/rank obtained by the
candidates at the qualifying Entrance Test conducted by the University or
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on the basis of any other order of merit as approved by the University,subject to reservations as laid down by the Govt. from time to time.
2.0 AWARD OF M. Tech DEGREE
2.1
A student shall be declared eligible for the award of the M. Tech
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Degree, if he pursues a course of study in not less than two and notmore than four academic years.
2.2
The student shall register for all 80 credits and secure all the 80 credits.
2.3
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The minimum instruction days in each semester are 90.3.0 A. COURSES OF STUDY
The following specializations are offered at present for the M. Tech
course of study.
1.
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M.Tech- Structural Engineering2.
M.Tech- Transportation Engineering
3.
M.Tech- Infrastructure Engineering & Management
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4.ME- Soil Mechanics and Foundation Engineering
5.
M.Tech- Environmental Engineering
6.
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M.Tech-Geo-Informatics7.
M.Tech-Spatial Information Technology
2
2013-14
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8.M.Tech- Civil Engineering
9.
M.Tech -Geo-Technical Engineering
10.
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M.Tech- Remote Sensing11.
M.Tech- Power Electronics
12.
M.Tech- Power & Industrial Drives
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13.M.Tech- Power Electronics & Electrical Drives
14.
M.Tech- Power System Control & Automation
15.
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M.Tech- Power Electronics & Drives16.
M.Tech- Power Systems
17.
M.Tech- Power Systems Engineering
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18.M.Tech- High Voltage Engineering
19.
M.Tech- Power Electronics and Power Systems
20.
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M.Tech- Power System and Control21.
M.Tech- Power Electronics & Systems
22.
M.Tech- Electrical Machines and Drives
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23.M.Tech- Advanced Power Systems
24.
M.Tech- Power Systems with Emphasis on High Voltage Engineering
25.
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M.Tech- Control Engineering26.
M.Tech- Control Systems
27.
M.Tech- Electrical Power Engineering
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28.M.Tech- Power Engineering & Energy System
29.
M.Tech- Thermal Engineering
30.
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M.Tech- CAD/CAM31.
M.Tech- Machine Design
32.
M.Tech- Computer Aided Design and Manufacture
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33.M.Tech- Advanced Manufacturing Systems
34.
M.Tech-Computer Aided Analysis & Design
35.
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M.Tech- Mechanical Engineering Design36.
M.Tech- Systems and Signal Processing
37.
M.Tech- Digital Electronics and Communication Systems
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38.M.Tech- Electronics & Communications Engineering
39.
M.Tech- Communication Systems
40.
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M.Tech- Communication Engineering & Signal Processing41.
M.Tech- Microwave and Communication Engineering
42.
M.Tech- Telematics
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Computer Science & Technology
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43.
M.Tech- Digital Systems & Computer Electronics
44.
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M.Tech- Embedded System45.
M.Tech- VLSI
46.
M.Tech- VLSI Design
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47.M.Tech- VLSI System Design
48.
M.Tech- Embedded System & VLSI Design
49.
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M.Tech- VLSI & Embedded System50.
M.Tech- VLSI Design & Embedded Systems
51.
M.Tech- Image Processing
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52.M.Tech- Digital Image Processing
53.
M.Tech- Computers & Communication
54.
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M.Tech- Computers & Communication Engineering55.
M.Tech- Instrumentation & Control Systems
56.
M.Tech ? VLSI & Micro Electronics
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57.M.Tech ? Digital Electronics & Communication Engineering
58.
M.Tech- Embedded System & VLSI
59.
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M.Tech- Computer Science & Engineering60.
M.Tech- Computer Science
61.
M.Tech- Computer Science & Technology
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62.M.Tech- Computer Networks
63.
M.Tech- Computer Networks & Information Security
64.
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M.Tech- Information Technology65.
M.Tech- Software Engineering
66.
M.Tech- Neural Networks
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67.M.Tech- Chemical Engineering
68.
M.Tech- Biotechnology
69.
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M.Tech- Nano Technology70.
M.Tech- Food Processing
71.
M.Tech- Avionics
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and any other course as approved by AICTE/ University from time to time.4
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3.0 B.
Departments offering M. Tech Programmes with specializations
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are noted below:Civil Engg.
1.
M.Tech- Structural Engineering
2.
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M.Tech- Transportation Engineering3.
M.Tech- Infrastructure Engineering & Management
4.
ME- Soil Mechanics and Foundation Engineering
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5.M.Tech- Environmental Engineering
6.
M.Tech-Geo-Informatics
7.
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M.Tech-Spatial Information Technology8.
M.Tech- Civil Engineering
9.
M.Tech -Geo-Technical Engineering
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10. M.Tech- Remote SensingE E E
1.
M.Tech- Power Electronics
2.
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M.Tech- Power & Industrial Drives3.
M.Tech- Power Electronics & Electrical Drives
4.
M.Tech- Power System Control & Automation
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5.M.Tech- Power Electronics & Drives
6.
M.Tech- Power Systems
7.
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M.Tech- Power Systems Engineering8.
M.Tech- High Voltage Engineering
9.
M.Tech- Power Electronics and Power Systems
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10. M.Tech- Power System and Control11. M.Tech- Power Electronics & Systems
12. M.Tech- Electrical Machines and Drives
13. M.Tech- Advanced Power Systems
14. M.Tech- Power Systems with Emphasis on High
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Voltage Engineering15. M.Tech- Control Engineering
16. M.Tech- Control Systems
17. M.Tech- Electrical Power Engineering
18. M.Tech- Power Engineering & Energy System
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M E1.
M.Tech- Thermal Engineering
2.
M.Tech- CAD/CAM
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3.M.Tech- Machine Design
4.
M.Tech- Computer Aided Design and Manufacture
5.
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M.Tech- Advanced Manufacturing Systems6.
M.Tech-Computer Aided Analysis & Design
7.
M.Tech- Mechanical Engineering Design
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Computer Science & Technology
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E C E
1.
M.Tech- Systems and Signal Processing
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2.M.Tech- Digital Electronics and Communication
Systems
3.
M.Tech- Electronics & Communications Engineering
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4.M.Tech- Communication Systems
5.
M.Tech- Communication Engineering & Signal
Processing
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6.M.Tech- Microwave and Communication Engineering
7.
M.Tech- Telematics
8.
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M.Tech- Digital Systems & Computer Electronics9.
M.Tech- Embedded System
10. M.Tech- VLSI
11. M.Tech- VLSI Design
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12. M.Tech- VLSI System Design13. M.Tech- Embedded System & VLSI Design
14. M.Tech- VLSI & Embedded System
15. M.Tech- VLSI Design & Embedded Systems
16. M.Tech- Image Processing
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17. M.Tech- Digital Image Processing18. M.Tech- Computers & Communication
19. M.Tech- Computers & Communication Engineering
20. M.Tech- Instrumentation & Control Systems
21. M.Tech ? VLSI & Micro Electronics
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22. M.Tech ? Digital Electronics & CommunicationEngineering
23. M.Tech- Embedded System & VLSI
CSE
1.
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M.Tech- Computer Science & Engineering2.
M.Tech- Computer Science
3.
M.Tech- Computer Science & Technology
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4.M.Tech- Computer Networks
5.
M.Tech- Computer Networks & Information Security
6.
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M.Tech- Information Technology7.
M.Tech- Software Engineering
8.
M.Tech- Neural Networks
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Others1.
M.Tech- Chemical Engineering
2.
M.Tech- Biotechnology
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3.M.Tech- Nano Technology
4.
M.Tech- Food Processing
5.
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M.Tech- Avionics6
2013-14
4.0 ATTENDANCE
4.1
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A student shall be eligible to write University examinations if heacquires a minimum of 75% of attendance in aggregate of all the
subjects.
4.2
Condonation of shortage of attendance in aggregate up to 10%
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(65% and above and below 75%) in each semester shall begranted by the College Academic Committee.
4.3
Shortage of Attendance below 65% in aggregate shall not be
condoned.
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4.4Students whose shortage of attendance is not condoned in
any semester are not eligible to write their end semester
examination of that class.
4.5
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A prescribed fee shall be payable towards condonation ofshortage of attendance.
4.6
A student shall not be promoted to the next semester unless he
satisfies the attendance requirement of the present semester, as
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applicable. They may seek readmission into that semester whenoffered next. If any candidate fulfills the attendance requirement
in the present semester, he shall not be eligible for readmission
into the same class.
5.0 EVALUATION
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The performance of the candidate in each semester shall be evaluatedsubject-wise, with a maximum of 100 marks for theory and 100 marks for
practicals, on the basis of Internal Evaluation and End Semester Examination.
5.1
For the theory subjects 60 marks shall be awarded based on the
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performance in the End Semester Examination and 40 marksshall be awarded based on the Internal Evaluation. The internal
evaluation shall be made based on the average of the marks
secured in the two Mid Term-Examinations conducted-one in
the middle of the Semester and the other immediately after the
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completion of instruction. Each mid term examination shall beconducted for a total duration of 120 minutes with 4 questions
(without choice) each question for 10 marks. End semester
examination is conducted for 60 marks for 5 questions to be
answered out of 8 questions.
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5.2
For practical subjects, 60 marks shall be awarded based on the
performance in the End Semester Examinations and 40 marks
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shall be awarded based on the day-to-day performance asInternal Marks.
5.3
There shall be two seminar presentations during III semester
and IV semester. For seminar, a student under the supervision
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of a faculty member, shall collect the literature on a topic andcritically review the literature and submit it to the department in
a report form and shall make an oral presentation before the
Project Review Committee consisting of Head of the Department,
Supervisor and two other senior faculty members of the
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department. For each Seminar there will be only internalevaluation of 50 marks. A candidate has to secure a minimum of
50% of marks to be declared successful.
5.4
A candidate shall be deemed to have secured the minimum
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academic requirement in a subject if he secures a minimum of40% of marks in the End semester Examination and a minimum
aggregate of 50% of the total marks in the End Semester
Examination and Internal Evaluation taken together.
5.5
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In case the candidate does not secure the minimum academicrequirement in any subject (as specified in 5.4) he has to reappear
for the End semester Examination in that subject. A candidate
shall be given one chance to re-register for each subject provided
the internal marks secured by a candidate are less than 50% and
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has failed in the end examination. In such a case, the candidatemust re-register for the subject(s) and secure the required
minimum attendance. The candidate's attendance in the re-
registered subject(s) shall be calculated separately to decide
upon his eligibility for writing the end examination in those
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subject(s). In the event of the student taking another chance,his internal marks and end examination marks obtained in the
previous attempt stand cancelled. For re-registration the
candidates have to apply to the University through the college
by paying the requisite fees and get approval from the
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University before the start of the semester in which re-registration is required.
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5.6
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In case the candidate secures less than the required attendancein any re registered subject (s), he shall not be permitted to
write the End Examination in that subject. He shall again re-
register the subject when next offered.
5.7
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Laboratory examination for M. Tech. courses must be conductedwith two Examiners, one of them being the Laboratory Class
Teacher or teacher of the respective college and the second
examiner shall be appointed by the university from the panel of
examiners submitted by the respective college.
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6.0 EVALUATION OF PROJECT/DISSERTATION WORKEvery candidate shall be required to submit a thesis or dissertation
on a topic approved by the Project Review Committee.
6.1
A Project Review Committee (PRC) shall be constituted with
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Head of the Department and two other senior faculty members.6.2
Registration of Project Work: A candidate is permitted to register
for the project work after satisfying the attendance requirement
of all the subjects, both theory and practical.
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6.3After satisfying 6.2, a candidate has to submit, in consultation
with his project supervisor, the title, objective and plan of action
of his project work for approval. The student can initiate the
Project work, only after obtaining the approval from the Project
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Review Committee (PRC).6.4
If a candidate wishes to change his supervisor or topic of the
project, he can do so with the approval of the Project Review
Committee (PRC). However, the Project Review Committee (PRC)
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shall examine whether or not the change of topic/supervisorleads to a major change of his initial plans of project proposal.
If yes, his date of registration for the project work starts from
the date of change of Supervisor or topic as the case may be.
6.5
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A candidate shall submit his status report in two stages at leastwith a gap of 3 months between them.
6.6
The work on the project shall be initiated at the beginning of
the II year and the duration of the project is two semesters. A
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candidate is permitted to submit Project Thesis only afterComputer Science & Technology
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successful completion of theory and practical course with the
approval of PRC not earlier than 40 weeks from the date of
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registration of the project work. The candidate has to pass allthe theory and practical subjects before submission of the
Thesis.
6.7
Three copies of the Project Thesis certified by the supervisor
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shall be submitted to the College/School/Institute.6.8
The thesis shall be adjudicated by one examiner selected by the
University. For this, the Principal of the College shall submit a
panel of 5 examiners, eminent in that field, with the help of the
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guide concerned and head of the department.6.9
If the report of the examiner is not favourable, the candidate
shall revise and resubmit the Thesis, in the time frame as decided
by the PRC. If the report of the examiner is unfavorable again,
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the thesis shall be summarily rejected. The candidate has to re-register for the project and complete the project within the
stipulated time after taking the approval from the University.
6.10 If the report of the examiner is favourable, Viva-Voce examination
shall be conducted by a board consisting of the Supervisor,
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Head of the Department and the examiner who adjudicated theThesis. The Board shall jointly report the candidate's work as
one of the following:
A.
Excellent
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B.Good
C.
Satisfactory
D.
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UnsatisfactoryThe Head of the Department shall coordinate and make arrangements
for the conduct of Viva-Voce examination.
6.11 If the report of the Viva-Voce is unsatisfactory, the candidate
shall retake the Viva-Voce examination only after three months.
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If he fails to get a satisfactory report at the second Viva-Voceexamination, the candidate has to re-register for the project and
complete the project within the stipulated time after taking the
approval from the University.
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2013-147.0 AWARD OF DEGREE AND CLASS
After a student has satisfied the requirements prescribed for the
completion of the program and is eligible for the award of M. Tech. Degree
he shall be placed in one of the following four classes:
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Class Awarded% of marks to be secured
First Class with Distinction
70% and above (Without any
Supplementary Appearance )
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First ClassBelow 70% but not less than 60%
70% and above (With any
Supplementary Appearance )
Second Class
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Below 60% but not less than 50%The marks in internal evaluation and end examination shall be shown
separately in the memorandum of marks.
8.0 WITHHOLDING OF RESULTS
If the student has not paid the dues, if any, to the university or if any
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case of indiscipline is pending against him, the result of the student will bewithheld. His degree will be withheld in such cases.
4.0 TRANSITORY REGULATIONS ( for R09 )
9.1
Discontinued or detained candidates are eligible for re-
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admission into same or equivalent subjects at a time as andwhen offered.
9.2
The candidate who fails in any subject will be given two
chances to pass the same subject; otherwise, he has to identify
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an equivalent subject as per R13 academic regulations.10. GENERAL
10.1 Wherever the words "he", "him", "his", occur in the
regulations, they include "she", "her", "hers".
10.2 The academic regulation should be read as a whole for the
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purpose of any interpretation.10.3 In the case of any doubt or ambiguity in the interpretation of
the above rules, the decision of the Vice-Chancellor is final.
10.4 The University may change or amend the academic regulations
or syllabi at any time and the changes or amendments made
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shall be applicable to all the students with effect from thedates notified by the University.
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MALPRACTICES RULES
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DISCIPLINARY ACTION FOR / IMPROPER CONDUCT INEXAMINATIONS
Nature of Malpractices/
Punishment
Improper conduct
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If the candidate:1. (a) Possesses or keeps accessible Expulsion from the examination hall
in examination hall, any paper, and cancellation of the
note book, programmable performance in that subject only.
calculators, Cell phones, pager,
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palm computers or any otherform of material concerned
with or related to the subject
of the examination (theory or
practical) in which he is
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appearing but has not madeuse of (material shall include
any marks on the body of the
candidate which can be used
as an aid in the subject of the
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examination)(b)
Gives assistance or guidance Expulsion from the examination hall
or receives it from any other and cancellation of the
candidate orally or by any performance in that subject only of
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other body language methods all the candidates involved. In caseor communicates through cell of an outsider, he will be handed
phones with any candidate or over to the police and a case is
persons in or outside the exam registered against him.
hall in respect of any matter.
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2.Has copied in the examination Expulsion from the examination hall
hall from any paper, book, and cancellation of the
programmable calculators, performance in that subject and all
palm computers or any other other subjects the candidate has
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form of material relevant to the already appeared includingsubject of the examination practical examinations and project
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(theory or practical) in which work and shall not be permitted to
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the candidate is appearing.appear for the remaining
examinations of the subjects of that
Semester/year. The Hall Ticket of
the candidate is to be cancelled
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and sent to the University.3.
Impersonates any other The candidate who has
candidate in connection with impersonated shall be expelled from
the examination.
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examination hall. The candidate isalso debarred and forfeits the seat.
The performance of the original
candidate who has been
impersonated, shall be cancelled in
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all the subjects of the examination(including practicals and project
work) already appeared and shall
not be allowed to appear for
examinations of the remaining
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subjects of that semester/year. Thecandidate is also debarred for two
consecutive semesters from class
work and all University
examinations. The continuation of
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the course by the candidate issubject to the academic regulations
in connection with forfeiture of
seat. If the imposter is an outsider,
he will be handed over to the police
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and a case is registered against him.4.
Smuggles in the Answer book Expulsion from the examination hall
or additional sheet or takes out and cancellation of performance in
or arranges to send out the that subject and all the other
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question paper during the subjects the candidate has alreadyexamination or answer book or appeared including practical
additional sheet, during or after examinations and project work and
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the examination.shall not be permitted for the
remaining examinations of the
subjects of that semester/year. The
candidate is also debarred for two
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consecutive semesters from classwork and all University
examinations. The continuation of
the course by the candidate is
subject to the academic regulations
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in connection with forfeiture of seat.5.
Uses objectionable, abusive or Cancellation of the performance in
offensive language in the that subject.
answer paper or in letters to the
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examiners or writes to theexaminer requesting him to
award pass marks.
6.
Refuses to obey the orders of In case of students of the college,
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the Chief Superintendent/ they shall be expelled fromAssistant ? Superintendent / examination halls and cancellation of
any officer on duty or their performance in that subject and
misbehaves or creates all other subjects the candidate(s)
disturbance of any kind in and has (have) already appeared and
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around the examination hall or shall not be permitted to appear fororganizes a walk out or the remaining examinations of the
instigates others to walk out, subjects of that semester/year. The
or threatens the officer-in candidates also are debarred and
charge or any person on duty forfeit their seats. In case of
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in or outside the examination outsiders, they will be handed overhall of any injury to his person to the police and a police case is
or to any of his relations registered against them.
whether by words, either
spoken or written or by signs
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or by visible representation,assaults the officer-in-charge,
or any person on duty in or
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outside the examination hall orany of his relations, or
indulges in any other act of
misconduct or mischief which
result in damage to or
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destruction of property in theexamination hall or any part of
the College campus or
engages in any other act which
in the opinion of the officer on
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duty amounts to use of unfairmeans or misconduct or has
the tendency to disrupt the
orderly conduct of the
examination.
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7.Leaves the exam hall taking Expulsion from the examination hall
away answer script or and cancellation of performance in
intentionally tears of the script that subject and all the other
or any part thereof inside or subjects the candidate has already
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outside the examination hall. appeared including practicalexaminations and project work and
shall not be permitted for the
remaining examinations of the
subjects of that semester/year. The
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candidate is also debarred for twoconsecutive semesters from class
work and all University
examinations. The continuation of
the course by the candidate is
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subject to the academic regulationsin connection with forfeiture of seat.
8.
Possess any lethal weapon or Expulsion from the examination hall
firearm in the examination hall. and cancellation of the performance
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in that subject and all other subjectsthe candidate has already appeared
including practical examinations
and project work and shall not be
permitted for the remaining
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Computer Science & Technology
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examinations of the subjects of that
semester/year. The candidate is
also debarred and forfeits the seat.
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9.If student of the college, who Student of the colleges expulsion
is not a candidate for the from the examination hall and
particular examination or any cancellation of the performance in
person not connected with the that subject and all other subjects
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college indulges in any the candidate has already appearedmalpractice or improper including practical examinations
conduct mentioned in clause 6 and project work and shall not be
to 8.
permitted for the remaining
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examinations of the subjects of thatsemester/year. The candidate is also
debarred and forfeits the seat.
Person(s) who do not belong to the
College will be handed over to police
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and, a police case will be registeredagainst them.
10.
Comes in a drunken condition Expulsion from the examination hall
to the examination hall.
--- Content provided by FirstRanker.com ---
and cancellation of theperformance in that subject and all
other subjects the candidate has
already appeared including
practical examinations and project
--- Content provided by FirstRanker.com ---
work and shall not be permitted forthe remaining examinations of the
subjects of that semester/year.
11.
Copying detected on the basis Cancellation of the performance in
--- Content provided by FirstRanker.com ---
of internal evidence, such as, that subject and all other subjectsduring valuation or during the candidate has appeared
special scrutiny.
including practical examinations
and project work of that semester/
--- Content provided by FirstRanker.com ---
year examinations.12.
If any malpractice is detected
which is not covered in the
above clauses 1 to 11 shall be
--- Content provided by FirstRanker.com ---
reported to the University for further actionto award suitable punishment.
16
2013-14
Malpractices identified by squad or special invigilators
--- Content provided by FirstRanker.com ---
1.Punishments to the candidates as per the above guidelines.
2.
Punishment for institutions : (if the squad reports that the college is
also involved in encouraging malpractices)
--- Content provided by FirstRanker.com ---
(i)A show cause notice shall be issued to the college.
(ii)
Impose a suitable fine on the college.
(iii)
--- Content provided by FirstRanker.com ---
Shifting the examination centre from the college to anothercollege for a specific period of not less than one year.
Computer Science & Technology
17
JAWAHARLAL NEHRU TECHNOLOGICAL
--- Content provided by FirstRanker.com ---
UNIVERSITY: KAKINADAKAKINADA-533003, Andhra Pradesh (India)
For Constituent Colleges and Affiliated Colleges of JNTUK
Ragging
Prohibition of ragging in educational institutions Act 26 of 1997
--- Content provided by FirstRanker.com ---
Salient FeaturesRagging within or outside any educational institution is prohibited.
Ragging means doing an act which causes or is likely to cause Insult
or Annoyance of Fear or Apprehension or Threat or Intimidation or
outrage of modesty or Injury to a student
--- Content provided by FirstRanker.com ---
Imprisonment uptoFine Upto
Teasing,
Embarrassing and
6 Months
--- Content provided by FirstRanker.com ---
+Rs. 1,000/-
Humiliation
Assaulting or
Using Criminal
--- Content provided by FirstRanker.com ---
1 Year+
Rs. 2,000/-
force or Criminal
intimidation
--- Content provided by FirstRanker.com ---
Wrongfullyrestraining or
2 Years
+
Rs. 5,000/-
--- Content provided by FirstRanker.com ---
confining orcausing hurt
Causing grievous
hurt, kidnapping
or Abducts or rape
--- Content provided by FirstRanker.com ---
5 Years+
Rs.10,000/-
or committing
unnatural offence
--- Content provided by FirstRanker.com ---
Causing death or10 Months
+
Rs. 50,000/-
abetting suicide
--- Content provided by FirstRanker.com ---
In Case of Emergency CALL TOLL FREE NO. : 1800 - 425 - 1288LET US MAKE JNTUK A RAGGING FREE UNIVERSITY
18
2013-14
JAWAHARLAL NEHRU TECHNOLOGICAL
--- Content provided by FirstRanker.com ---
UNIVERSITY: KAKINADAKAKINADA-533003, Andhra Pradesh (India)
For Constituent Colleges and Affiliated Colleges of JNTUK
Ragging
ABSOLUTELY
--- Content provided by FirstRanker.com ---
NO TO RAGGING1.
Ragging is prohibited as per Act 26 of A.P. Legislative Assembly,
1997.
2.
--- Content provided by FirstRanker.com ---
Ragging entails heavy fines and/or imprisonment.3.
Ragging invokes suspension and dismissal from the College.
4.
Outsiders are prohibited from entering the College and Hostel without
--- Content provided by FirstRanker.com ---
permission.5.
Girl students must be in their hostel rooms by 7.00 p.m.
6.
All the students must carry their Identity Card and show them when
--- Content provided by FirstRanker.com ---
demanded7.
The Principal and the Wardens may visit the Hostels and inspect the
rooms any time.
Jawaharlal Nehru Technological University Kakinada
--- Content provided by FirstRanker.com ---
For Constituent Colleges and Affiliated Colleges of JNTUKIn Case of Emergency CALL TOLL FREE NO. : 1800 - 425 - 1288
LET US MAKE JNTUK A RAGGING FREE UNIVERSITY
Computer Science & Technology
19
--- Content provided by FirstRanker.com ---
DEPARTMENT OF COMPUTER SCIENCE ENGINEERINGSpecialization:COMPUTER SCIENCE & TECHNOLOGY
COURSE STRUCTURE
I SEMESTER
S.NO SUBJECT
--- Content provided by FirstRanker.com ---
LP
C
1
ADVANCED DATA STRUCTURES
--- Content provided by FirstRanker.com ---
4-
3
2
ADVANCED GRAPH THEORY
--- Content provided by FirstRanker.com ---
4-
3
3
PARALLEL ALGORITHMS
--- Content provided by FirstRanker.com ---
4-
3
4
DATA MINING AND KNOWLEDGE DISCOVERY 4
--- Content provided by FirstRanker.com ---
-3
5
ADVANCED COMPUTER NETWORKS
4
--- Content provided by FirstRanker.com ---
-3
6
DISTRIBUTED PROGRAMMING
APPLICATIONS THROUGH JAVA
--- Content provided by FirstRanker.com ---
4-
3
7
CST LAB I
--- Content provided by FirstRanker.com ---
-3
2
TOTAL
20
--- Content provided by FirstRanker.com ---
II SEMESTERS.NO. SUBJECT
L
P
C
--- Content provided by FirstRanker.com ---
1ADVANCED COMPUTER ALGORITHMS
4
-
3
--- Content provided by FirstRanker.com ---
2COMPUTER SYSTEM ENGINEERING
4
-
3
--- Content provided by FirstRanker.com ---
3ADVANCED UNIX PROGRAMMING
4
-
3
--- Content provided by FirstRanker.com ---
4Elective I
4
-
3
--- Content provided by FirstRanker.com ---
MIDDLEWARE TECHNOLOGIESHEALTH INFORMATICS
SOFT COMPUTING
5
Elective II
--- Content provided by FirstRanker.com ---
4-
3
INFORMATION SECURITY
INFORMATION RETRIEVAL SYSTEMS
--- Content provided by FirstRanker.com ---
VOIP6
Elective III
4
-
--- Content provided by FirstRanker.com ---
3PATTERN RECOGNITION AND IMAGE
PROCESSING
MACHINE LEARNING
CLOUD COMPUTING
--- Content provided by FirstRanker.com ---
7CST LAB 2
3
2
TOTAL
--- Content provided by FirstRanker.com ---
2020
2013-14
III SEMESTER
S.No. Subject
--- Content provided by FirstRanker.com ---
LP
C
1
COMPREHENSIVE VIVA
--- Content provided by FirstRanker.com ---
----
2
2
SEMINAR-I
--- Content provided by FirstRanker.com ---
----
2
3
PROJECT WORK PART - I
--- Content provided by FirstRanker.com ---
----
16
TOTAL
20
--- Content provided by FirstRanker.com ---
IV SEMESTERS.No. Subject
L
P
C
--- Content provided by FirstRanker.com ---
1SEMINAR-II
--
--
2
--- Content provided by FirstRanker.com ---
2PROJECT WORK PART - I
--
--
18
--- Content provided by FirstRanker.com ---
TOTAL20
Computer Science & Technology
21
SYLLABUS
--- Content provided by FirstRanker.com ---
I ? IL
P
Credits
4
--- Content provided by FirstRanker.com ---
-3
ADVANCED DATA STRUCTURES
UNIT-I
Introduction to Data Structures, Singly Linked Lists, Doubly Linked
--- Content provided by FirstRanker.com ---
Lists, Circular Lists-Algorithms. Stacks and Queues: AlgorithmImplementation using Linked Lists.
UNIT- II
Searching-Linear and Binary Search Methods.
Sorting-Bubble Sort, Selection Sort, Insertion Sort, Quick Sort, Merge
--- Content provided by FirstRanker.com ---
Sort.Trees- Binary trees, Properties, Representation and Traversals
(DFT,BFT), Expression Trees (Infix,prefix,postfix).
Graphs-Basic Concepts , Storage Structures and Traversals.
UNIT- III
--- Content provided by FirstRanker.com ---
Dictionaries, ADT, The List ADT, Stack ADT, Queue ADT, Hash TableRepresentation, Hash Functions, Collision Resolution-Separate
Chaining, Open Addressing-Linear Probing, Double Hashing.
UNIT- IV
Priority queues- Definition, ADT, Realising a Priority Queue Using
--- Content provided by FirstRanker.com ---
Heaps, Definition, Insertion, Deletion .Search Trees- Binary Search Trees, Definition, ADT, Implementation,
Operations-Searching, Insertion, Deletion.
UNIT- V
Search Trees- AVL Trees, Definition, Height of AVL Tree, Operations,
--- Content provided by FirstRanker.com ---
Insertion, Deletion and Searching.Search Trees- Introduction to Red-Black and Splay Trees, B-Trees, ,
Height of B-Tree, Insertion, Deletion and Searching, Comparison of
Search Trees.
22
--- Content provided by FirstRanker.com ---
2013-14TEXT BOOKS:
1.
Data Structures: A PseudoCode Approach, 2/e, Richard
F.Gilberg,Behrouz A.Forouzon, Cengage.
--- Content provided by FirstRanker.com ---
2.Data Structures, Algorithms and Applications in java, 2/e, Sartaj Sahni,
University Press.
REFERENCES BOOKS:
1.
--- Content provided by FirstRanker.com ---
Data Structures And Algorithm Analysis, 2/e, Mark Allen Weiss,Pearson.
2.
Data Structures And Algorithms, 3/e, Adam Drozdek, Cenage.
3.
--- Content provided by FirstRanker.com ---
C and DataStructures: A Snap Shot Oriented Treatise Using LiveEngineering Examples, N.B.Venkateswarulu, E.V.Prasad, S Chand & Co,
2009.
4.
Data Structures, Algorithm and OOP,Heilman, TMH.
--- Content provided by FirstRanker.com ---
5.Inroductions to Algorithms, 2/e, Cormen, PHI,2001.
6.
Fundamentals of Computer Algorithms, 2/e, Horowitz, Sahni,
Rajasekaran, University Press.
--- Content provided by FirstRanker.com ---
7.Design and Analysis, Dave, Pearson, 2008.
8.
Design and Analysis Algorithms, Panneerselvam, PHI,2007.
9.
--- Content provided by FirstRanker.com ---
Data Structures, Seymour Lipschutz, Schaum's Outlines, TMH.Computer Science & Technology
23
I ? I
L
--- Content provided by FirstRanker.com ---
PCredits
4
-
3
--- Content provided by FirstRanker.com ---
ADVANCED GRAPH THEORYUNIT- I
Basic Concepts: Graphs and digraphs, incidence and adjacency
matrices, isomorphism, the automorphism group;
Trees: Equivalent definitions of trees and forests, Cayley's formula,
--- Content provided by FirstRanker.com ---
the Matrix-Tree theorem, minimum spanning trees;UNIT- II
Connectivity: Cut vertices, cut edges, bonds, the cycle space and the
bond space, blocks, Menger's theorem;
Paths and Cycles: Euler tours, Hamilton paths and cycles, theorems of
--- Content provided by FirstRanker.com ---
Dirac, Ore, Bondy and Chvatal, girth, circumference, the ChinesePostman Problem, the Traveling Salesman problem, diameter and
maximum degree, shortest paths;
UNIT- III
Matchings: Berge's Theorem, perfect matchings, Hall's theorem, Tutte's
--- Content provided by FirstRanker.com ---
theorem, Konig's theorem, Petersen's theorem, algorithms for matchingand weighted matching (in both bipartitie and general graphs), factors
of graphs (decompositions of the complete graph), Tutte's f-factor
theorem;
Extremal problems: Independent sets and covering numbers, Turan's
--- Content provided by FirstRanker.com ---
theorem, Ramsey theorems;UNIT- IV
Colorings: Brooks theorem, the greedy algorithm, the Welsh-Powell
bound, critical graphs, chromatic polynomials, girth and chromatic
number, Vizing's theorem;
--- Content provided by FirstRanker.com ---
Graphs on surfaces: Planar graphs, duality, Euler's formula,Kuratowski's theorem, toroidal graphs, 2-cell embeddings, graphs on
other surfaces;
24
2013-14
--- Content provided by FirstRanker.com ---
UNIT- IVDirected graphs: Tournaments, directed paths and cycles, connectivity
and strongly connected digraphs, branchings;
Networks and flows: Flow cuts, max flow min cut theorem, perfect
square;
--- Content provided by FirstRanker.com ---
Selected topics: Dominating sets, the reconstruction problem,intersection graphs, perfect graphs, random graphs.
TEXT BOOKS:
1.
Douglas B. West, Introduction to Graph Theory, Prentice Hall of India.
--- Content provided by FirstRanker.com ---
2.Narsingh Deo, Graph Theory with Applications to Engineering and
Computer Science. Prentice-Hall.
3.
Frank Harary, Graph Theory, Narosa.
--- Content provided by FirstRanker.com ---
4.R. Ahuja, T. Magnanti, and J. Orlin, Network Flows: Theory, Algorithms,
and Applications, Prentice-Hall.
Computer Science & Technology
25
--- Content provided by FirstRanker.com ---
I ? IL
P
Credits
4
--- Content provided by FirstRanker.com ---
-3
PARALLEL ALGORITHMS
UNIT1
Introduction :
--- Content provided by FirstRanker.com ---
Computational demand in various application areas, advent of parallelprocessing,terminology-pipelining,Data parallelism and control
parallelism-Amdahl's law. Basic parallel random access Machine
Algorithms-definitions of P, NP and NP-Hard, NP-complete classes of
sequential algorithms-NC ?class for parallel algorithms.
--- Content provided by FirstRanker.com ---
UNIT- IIScheduling:
Organizational features of Processor Arrays, Multi processors and
multi-computers. Mapping and scheduling aspects of algorithms.
Mapping into meshes and hyper cubes-Load balancing-List
--- Content provided by FirstRanker.com ---
scheduling algorithm Coffman-graham scheduling algorithm forparallel processors.
UNIT- III
Algorithms :
Elementary Parallel algorithms on SIMD and MIMD machines,
--- Content provided by FirstRanker.com ---
Analysis of these algorithms. Matrix Multiplication algorithms onSIMD and MIMD models.
Fast Fourier Transform algorithms. Implementation on Hyper cube
architectures. Solving linear file -system of equations, parallelizing
aspects of sequential methods back substitution and Tri diagonal.
--- Content provided by FirstRanker.com ---
UNIT- IVSorting:
Parallel sorting methods, Odd-even transposition Sorting on
processor arrays, Biotonic ,merge sort on shuffle -exchange ID ,
Array processor,2D-Mesh processor and Hypercube Processor
--- Content provided by FirstRanker.com ---
Array.26
2013-14
Parallel Quick-sort on Multi processors. Hyper Quick sort on
hypercube multi computers. Parallel search operations. Ellis algorithm
--- Content provided by FirstRanker.com ---
and Manber and ladner's Algorithms for dictionary operations.UNIT ? V
Searching:
Parallel algorithms for Graph searching, All Pairs shortest paths and
minimum cost spanning tree.
--- Content provided by FirstRanker.com ---
Parallelization aspects of combinatorial search algorithms with Focuson Branch and Bound Methods and Alpha-beta Search methods.
TEXT BOOKS:
1.
Parallel computing theory and practice, Michel J.Quinn
--- Content provided by FirstRanker.com ---
2.Programming Parallel Algorithms, Guy E. Blelloch, Communications of
the ACM
REFERENCE BOOKS:
1.
--- Content provided by FirstRanker.com ---
Algorithms for Parallel processing, Michael T Heath, Abhiram Ranade,Schreiber(Ed), Springer.
2.
Handbook of Parallel Computing Models, algorithms and
applications, Samgithevar Rajasekharan, John Reif(Ed), Taylor and
--- Content provided by FirstRanker.com ---
Franics group.3.
Parallel Processing and Parallel Algorithms: Theory and Computation,
Seyed H. Roosta, Springer
Computer Science & Technology
--- Content provided by FirstRanker.com ---
27I ? I
L
P
Credits
--- Content provided by FirstRanker.com ---
4-
3
DATA MINING AND KNOWLEDGE DISCOVERY
UNIT-I
--- Content provided by FirstRanker.com ---
Introduction to Data mining, types of Data, Data Quality, DataProcessing, Measures of Similarity and Dissimilarity, Exploring Data:
Data Set, Summary Statistics, Visualization, OLAP and multi dimensional
data analysis.
UNIT-II
--- Content provided by FirstRanker.com ---
Classification: Basic Concepts, Decision Trees and model evaluation:General approach for solving a classification problem, Decision Tree
induction, Model over fitting: due to presence of noise, due to lack of
representation samples, Evaluating the performance of
classifier.Nearest Neighborhood classifier, Bayesian Classfier, Support
--- Content provided by FirstRanker.com ---
vector Machines: Linear SVM, Separable and Non Separable case.UNIT-III
Association Analysis: Problem Definition, Frequent Item-set generation,
rule generation, compact representation of frequent item sets, FP-
Growth Algorithms. Handling Categorical , Continuous attributes,
--- Content provided by FirstRanker.com ---
Concept hierarchy, Sequential , Sub graph patternsUNIT-IV
Clustering: Over view, K-means, Agglomerative Hierarchical clustering,
DBSCAN, Cluster evaluation: overview, Unsupervised Cluster
Evaluation using cohesion and separation, using proximity matrix,
--- Content provided by FirstRanker.com ---
Scalable Clustering algorithmUNIT-V
Web data mining: Introduction, Web terminology and characteristics,
Web content mining, Web usage mining, web structure mining, Search
Engines :Characteristics, Functionality, Architecture, Ranking of
--- Content provided by FirstRanker.com ---
WebPages, Enterprise search28
2013-14
TEXT BOOKS:
1.
--- Content provided by FirstRanker.com ---
Introduction to Data Mining: Pang-Ning tan, Michael Steinbach, Vipinkumar, Addision- Wesley.
2.
Introduction to Data Mining with Case Studies: GK Gupta; Prentice
Hall.
--- Content provided by FirstRanker.com ---
REFERENCE BOOKS:1.
Data Mining: Introductory and Advanced Topics, Margaret H Dunham,
Pearson, 2008.
2.
--- Content provided by FirstRanker.com ---
Fundamentals of data warehouses, 2/e , Jarke, Lenzerini, Vassiliou,Vassiliadis, Springer.
3.
Data Mining Theory and Practice, Soman, Diwakar, Ajay, PHI, 2006.
4.
--- Content provided by FirstRanker.com ---
Data Mining , Concepts and Techniques, 2/e, Jiawei Han, MichelineKamber, Elsevier, 2006.
Computer Science & Technology
29
I ? I
--- Content provided by FirstRanker.com ---
LP
Credits
4
-
--- Content provided by FirstRanker.com ---
3ADVANCED COMPUTER NETWORKS
UNIT-I
Network layer: Network Layer design issues: store-and forward packet
switching, services provided transport layers, implementation
--- Content provided by FirstRanker.com ---
connection less services, implementation connection oriented services,comparison of virtual ?circuit and datagram subnets.
Routing Algorithm ?shortest path routing, flooding, distance vector
routing, link state routing, Hierarchical routing, Broadcast routing,
Multicasting routing, routing for mobiles Hosts, routing in Adhoc
--- Content provided by FirstRanker.com ---
networks- congestion control algorithms-Load shedding, Congestioncontrol in Data gram Subnet.
UNIT-II
IPV4 Address address space, notations, classful addressing, classless
addressing network addressing translation(NAT) , IPV6 Address
--- Content provided by FirstRanker.com ---
structure address space, Internetworking need for network layerinternet as a data gram, internet as connection less network.
IPV4 datagram, Fragmentation, checksum, options. IPV6 Advantages,
packet format, extension Headers, Transition form IPV4 to IPV6
UNIT?III
--- Content provided by FirstRanker.com ---
Process to process delivery: client/server paradigm, multiplexing anddemultiplexing, connectionless versus connection oriented services,
reliable versus reliable.
UDP: well known ports for UDP, user data gram, check sum, UDP
operation, and uses of UDP
--- Content provided by FirstRanker.com ---
TCP: TCP services, TCP features, segement, A TCP connection, Flowcontrol, error control, congestion control.
SCTP: SCTP services SCTP features, packet format, An SCTP
association, flow control, error control.
Congestion control: open loop congestion control, closed loop
--- Content provided by FirstRanker.com ---
congestion control, Congestion control in TCP, frame relay, QUALITYOF SERVICE: flow characteristics, flow classes TECHNIQUES TO
30
2013-14
IMPROVE QOS: scheduling, traffic shaping, resource reservation,
--- Content provided by FirstRanker.com ---
admission control.UNIT ?IV
Domain name system: The name space, resource records, name servers
E-mail: architecture and services, the user agent, message formats,
message transfer, final delivery
--- Content provided by FirstRanker.com ---
www: architecture overview, static web documents, dynamic webdocuments, Hyper text transfer protocol, performance elements, the
wireless web.
Multimedia: introduction digital a audio , Audio compression, streaming
audio, internet radio, voice over IP, introduction to video, video
--- Content provided by FirstRanker.com ---
compression, video on demand, the MBone-the multicast back boneUNIT ?V
Emerging trends Computer Networks:
Mobile Adhoc networks :applications of Adhoc networks, challenges
and issues in MANETS,MAC layers issues, routing protocols in
--- Content provided by FirstRanker.com ---
MANET, transport layer issues, Adhoc networks security.Wireless sensors networks: WSN functioning, operation system
support in sensor devices, WSN Characteristics, sensor network
operation, sensor Architecture: cluster management;
Wireless mesh networks WMN design, Issues in WMNs;
--- Content provided by FirstRanker.com ---
TEXT BOOKS:1.
Data communications and networking 4th edtion Behrouz A Fourzan,
TMH
2.
--- Content provided by FirstRanker.com ---
Computer networks 4th editon Andrew S Tanenbaum, Pearson3.
Computer networks, Mayank Dave, CENGAGE
REFERENCE BOOKS:
1.
--- Content provided by FirstRanker.com ---
http://nptel.iitm.ac.in/courses/Webcourse-contents/IIT%20Kharagpur/Computer%20networks/New_index1.html
2.
http://nptel.iitm.ac.in/courses/Webcourse-contents/IIT%20Kharagpur/
Computer%20networks/New_index1.html
--- Content provided by FirstRanker.com ---
3.Computer networks, A system Approach, 5th ed, Larry L Peterson and
Bruce S Davie, Elsevier
Computer Science & Technology
31
--- Content provided by FirstRanker.com ---
I ? IL
P
Credits
4
--- Content provided by FirstRanker.com ---
-3
DISTRIBUTED PROGRAMMING APPLICATIONS
THROUGH JAVA
UNIT-I
--- Content provided by FirstRanker.com ---
Introduction to distributed programming: Anatomy of a distributedApplication, Requirements for Developing Sistributed Applications,
What does Java Provide?
Introduction to sockets programming: Sockets and Streams, URLs,
URL Connections and ContentHandlers, The ClassLoader.
--- Content provided by FirstRanker.com ---
UNIT-IIDistributing Objects: Why Distribute Objects?, What's so Tough
About Distributing Objects?, Features of Distributed Object Systems,
Distributed Object Schemes for JAVA, CORBA, Java RMI, RMI Vs
CORBA.
--- Content provided by FirstRanker.com ---
Threads: Thread and Runnable, Making a Thread, Managing Threadsat Runtime, Networked Threads.
UNIT-III
Security: Security Issues and Concerns, The java. Security Package,
Identities and Access Control, Keys: Public, Private and Secret, Digital
--- Content provided by FirstRanker.com ---
Signature, Data Encryption, Choosing a Cryptographic AlgorithmMessage-Passing Systems: Messages defined, Why Do we need
Messages?, Message Processing, Fixed Protocols, Adaptable Protocols,
Message Passing with Java Events, Using Remote Objects
Databases: An Overview of JDBC, Remote Database Applications,
--- Content provided by FirstRanker.com ---
Multi-Database ApplicationsUNIT-IV
RMI: The Basic Structure of RMI, The Architecture Diagram Revisited,
Implementing the Basic Objects, The Rest of the Server, The Client
Application.
--- Content provided by FirstRanker.com ---
The RMI Registry: Why use a Naming Service? The RMI Registry, The32
2013-14
RMI Registry is an RMI Server, Examining the Registry, Limitations of
the RMI Registry, Security Issues
--- Content provided by FirstRanker.com ---
UNIT-VNaming Services: Basic Design, Terminology and Requirements,
Requirements for our Naming Service, Federation and Threading, The
Context Interface, The Value Objects, ContextImpl, Switching between
Naming Services, The Java Naming and Directory Interface(JNDI).
--- Content provided by FirstRanker.com ---
The RMI Runtime: Reviewing the Mechanics of a Remote Method call,Distributed Garbage Collection, RMIs Logging Facilities, Other JVM
Parameters.
TEXTBOOKS:
1.
--- Content provided by FirstRanker.com ---
Java Distributed Computing , Jim Farley , O' Reilly2.
Java RMI Designing and Building: The Basics of RMI Applications,
by William Grosso, O'Reilly
3.
--- Content provided by FirstRanker.com ---
Java SOA Cookbookk SOA Implementation Recipes, Tips andTechniques, Eben Hewitt, O'Reilly, 2009
4.
Service Oriented Architecture with Java, Malhar Baral, Vincenzo Caselli,
Binildas A. Christudas, Packt
--- Content provided by FirstRanker.com ---
REFERENCES:1.
Distributed Programming with Java, Qusay H.Mahnoud, Manning
Publisher 2000
2.
--- Content provided by FirstRanker.com ---
Java in Distributed Systems: Concurrency , Distribution and Persistence,Marko Boger, 2001.
3.
Developing Distributed and E-Commerce Applications, Darrel Ince, 2/
e , Addison Wesly, 2004.
--- Content provided by FirstRanker.com ---
4.Java Message Service( O'Reilly Java Series), Richard Monson- Haefel,
David Chappell.
5.
Sun SL 301 Distributed Programming with Java.
--- Content provided by FirstRanker.com ---
6.Java Tutorial, http://java.sun.com/docs/books/tutorial/index.html.
Computer Science & Technology
33
I ? I
--- Content provided by FirstRanker.com ---
LP
Credits
-
4
--- Content provided by FirstRanker.com ---
2CST LAB1
Covering Experiments from ADS, DMKD, CN and Distributed Java
Programming
34
--- Content provided by FirstRanker.com ---
2013-14I ? II
L
P
Credits
--- Content provided by FirstRanker.com ---
4-
3
ADVANCED COMPUTER ALGORITHMS
UNIT-I
--- Content provided by FirstRanker.com ---
Design Paradigms: Overview : Overview of Divide and Conquer,Greedy and Dynamic Programming strategies. Basic search and traversal
techniques for graphs, Backtracking, Branch and Bound,Max Flow
Problem
UNIT-II
--- Content provided by FirstRanker.com ---
String Matching: Introduction to string-matching problem, Na?vealgorithm, Rabin Karp, Knuth Morris Pratt, Boyer-Moore algorithms
and complexity analysis.
Theory of NP- Hard and NP-Complete Problems. : P, NP and NP-
Complete complexity classes; A few NP-Completeness proofs; Other
--- Content provided by FirstRanker.com ---
complexity classes.UNIT-III
Approximation Algorithms : Introduction, Combinatorial Optimization,
approximation factor, PTAS, FPTAS, Approximation algorithms for
vertex cover, set cover, TSP, knapsack, bin packing, subset-sum problem
--- Content provided by FirstRanker.com ---
etc. Analysis of the expected time complexity of the algorithms.UNIT-IV
Parallel Algorithms : Introduction, Models, speedup and efficiency,
Some basic techniques, Examples from graph theory, sorting, Parallel
sorting networks. Parallel algorithms and their parallel time and
--- Content provided by FirstRanker.com ---
processors complexity.UNIT-V
Probabilistic Algorithms & Randomized Algorithms : Numerical
probabilistic algorithms, Las Vegas and Monte Carlo algorithms, Game-
theoretic techniques, Applications on graph problems
--- Content provided by FirstRanker.com ---
TEXT BOOKS :1. Introduction to Algorithms : T.H. Cormen, C.E.Leiserson and R.L. Rivest
2. Fundamentals of Algorithmics : G.Brassard and P.Bratley
3. Approximation Algorithms: Vijay V.Vazirani
4. Randomized Algorithms: R. Motwani and P.Raghavan
--- Content provided by FirstRanker.com ---
5. Reference book: Algorithmics :The spirit of computing: D.HarelComputer Science & Technology
35
I ? II
L
--- Content provided by FirstRanker.com ---
PCredits
4
-
3
--- Content provided by FirstRanker.com ---
COMPUTER SYSTEM ENGINEERINGUNIT-I
Evolution of Computer Architecture, System Attributes to performance;
Shared Memory Multiprocessors, Distributed Memory
Multiprocessors, A Taxonomy of MIMD Computers; architecture of
--- Content provided by FirstRanker.com ---
Vector Super computers, operational model of SIMD computer, PRAMmodels and PRAM variants
Conditions of Parallelism - data and resource dependencies, hardware
and software parallelism, Program partitioning and Scheduling- grain
sizes and latency, grain packing and scheduling, static multi processor
--- Content provided by FirstRanker.com ---
scheduling, Program flow mechanisms- control flow vs data flow,demand driven mechanisms, comparison of flow mechanisms, System
interconnect architectures- network properties and routing, static and
dynamic connection networks.
UNIT-II
--- Content provided by FirstRanker.com ---
Principles of scalable performances- performance metrics and measures-parallelism profile in programs, mean performance, efficiency, utilization
and quality, benchmarks and performance measures, characteristics of
parallel processing applications, Speed up performance laws- Amdahl's
law, Gustafson's law, memory bounded speed up model, Scalability
--- Content provided by FirstRanker.com ---
metrics and goals, Bus systems- back plane bus specification,Addressing and Timing protocols, Arbitration, transaction and interrupt,
IEEE future bus standard requirement set, Shared memory organizations-
Interleaved memory organization, band width and fault tolerance,
memory allocation schemes, Atomicity and event ordering
--- Content provided by FirstRanker.com ---
UNIT-IIILinear Pipeline Processors- asynchronous and synchronous models,
clocking and timing control, speedup, efficiency, and throughput, Non
linear pipeline processors- reservation and latency analysis, collision
free scheduling, pipeline schedule optimization, Instruction pipe line
--- Content provided by FirstRanker.com ---
design- instruction execution phases, mechanisms for instruction36
2013-14
pipelining, dynamic instruction scheduling, branch handling
techniques, static arithmetic pipelines.
--- Content provided by FirstRanker.com ---
Hierarchical bus system, cross bar switch and multiport memory,multistage and combining networks, multistage and combining
networks, The cache coherence problem, message passing mechanism-
message routing schemes, deadlock virtual channels, flow control
strategies, multicast routing algorithms
--- Content provided by FirstRanker.com ---
UNIT-IVVector processing principles- vector instruction types, vector access
memory schemes, early super computers, Multi vector multiprocessors-
performance directed design rules, architecture of Cray and MPP,
Compound vector operations, vector loops and chaining, SIMD
--- Content provided by FirstRanker.com ---
computer organizationsUNIT-V
Latency-hiding techniques- shared virtual memory, prefetching
techniques, distributed coherent caches, scalable coherence interface,
relaxed memory consistency, principles of multithreading and context
--- Content provided by FirstRanker.com ---
switching policies, MPD architecture, The Tera multiprocessor system,Data flow computer architecture
TEXT BOOKS:
1.
KAI HWANG & NARESH JOTWANI, "Advanced Computer
--- Content provided by FirstRanker.com ---
Architecture- Parallelism, Scalability, Programmability" Second Edition,Mc Graw Hill Publishing.
REFERENCE BOOKS:
1.
HENNESSY PATTERSON, "Computer Architecture- A Quantitative
--- Content provided by FirstRanker.com ---
Approach" Fifth Edition, Elsevier2.
KAI HWANG, "Advanced Computer Architecture- Parallelism,
Scalability, Programmability", TMH.
3.
--- Content provided by FirstRanker.com ---
Computer Architecture, Concepts and Evolutions, Garrit A Blaauw, PEAComputer Science & Technology
37
I ? II
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PCredits
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ADVANCED UNIX PROGRAMMINGUNIT-I
Introduction to Network Programming: OSI model, Unix standards,
TCP and UDP & TCP connection establishment and Format, Buffer
sizes and limitation, standard internet services, Protocol usage by
--- Content provided by FirstRanker.com ---
common internet application.UNIT -II
TCP client server : Introduction, TCP Echo server functions, Normal
startup, terminate and signal handling server process termination,
Crashing and Rebooting of server host shutdown of server host.
--- Content provided by FirstRanker.com ---
UNIT -IIISockets : Address structures, value ? result arguments, Byte ordering
and manipulation function and related functions Elementary TCP
sockets ? Socket, connect, bind, listen, accept, fork and exec function,
concurrent servers. Close function and related function.
--- Content provided by FirstRanker.com ---
I/O Multiplexing and socket options: I/O Models, select function,Batch input, shutdown function, poll function, TCP Echo server,
getsockopt and setsockopt functions. Socket states, Generic socket
option IPV6 socket option ICMPV6 socket option IPV6 socket option
and TCP socket options.
--- Content provided by FirstRanker.com ---
UNIT-IVElementary UDP sockets: Introduction UDP Echo server function,
lost datagram, summary of UDP example, Lack of flow control with
UDP, determining outgoing interface with UDP.
Elementary name and Address conversions: DNS, gethost by Name
--- Content provided by FirstRanker.com ---
function, Resolver option, Function and IPV6 support, uname function,other networking information.
38
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UNIT -V
--- Content provided by FirstRanker.com ---
IPC : Introduction, File and record locking, Pipes, FIFOs streams andmessages, Name spaces, system IPC, Message queues, Semaphores.
Remote Login: Terminal line disciplines, Pseudo-Terminals, Terminal
modes, Control Terminals, rlogin Overview, RPC Transparency Issues.
TEXT BOOK:
--- Content provided by FirstRanker.com ---
1.UNIX Network Programming,Vol.I, Sockets API, 2nd Edition. - W.Richard
Stevens, Pearson Edn. Asia.
2.
UNIX Network Programming, 1st Edition, - W.Richard Stevens. PHI.
--- Content provided by FirstRanker.com ---
REFERENCES:1.
UNIX Systems Programming using C++ T CHAN, PHI.
2.
UNIX for Programmers and Users, 3rd Edition Graham GLASS, King
--- Content provided by FirstRanker.com ---
abls, Pearson Education3.
Advanced UNIX Programming 2nd Edition M. J. ROCHKIND, Pearson
Education
Computer Science & Technology
--- Content provided by FirstRanker.com ---
39I ? II
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Credits
--- Content provided by FirstRanker.com ---
4-
3
MIDDLEWARE TECHNOLOGIES
UNIT-I
--- Content provided by FirstRanker.com ---
Introduction to Object Oriented Systems :Preview of Object-orientation, Concept of distributed object systems,
Reasons to distribute for centralized Objects. Client-server system
architecture, Multitier system architectures. File Server, Database
Server, Group Server, Object Server, Web Server.
--- Content provided by FirstRanker.com ---
UNIT-IIIntroduction to Middleware Technologies:
General Middleware, Service Specific Middleware, Client/Server
Building blocks, RPC- messaging, Peer to Peer, Java RMI.
Introduction to Distributed Objects :
--- Content provided by FirstRanker.com ---
Computing standards, OMG, Overview of CORBA, Overview of COM/DCOM, and Overview of EJB.
UNIT-III
EJB Architecture :
Overview of EJB software architecture, View of EJB Conversation,
--- Content provided by FirstRanker.com ---
Building and Deploying EJBs, Roles in EJB.UNIT-IV
CORBA
Introduction and concepts, distributed objects in CORBA, CORBA
components, architectural features, method invocations, static and
--- Content provided by FirstRanker.com ---
dynamic: IDL (Interface Definition Language) models and interfaces.Structure of CORBA IDL, CORBA's self-describing data; CORBA
interface repository. Building an application using CORBA.
CORBA Services and CORBA Component Model :
Overview of CORBA Services, Object location Services, Messaging
--- Content provided by FirstRanker.com ---
Services, CORBA Component Model.40
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UNIT-V
COM and NET
--- Content provided by FirstRanker.com ---
Evolution of DCOM, Introduction to COM, COM clients and servers,COM IDL, COM Interfaces, COM Threading Models, Marshalling,
Custom and standard marshalling, Comparison COM and CORBA,
Introduction to .NET, Overview of .NET architecture, Remoting.
Service Oriented architecture (SOA) Fundamentals:
--- Content provided by FirstRanker.com ---
Defining SOA, Business value of SOA, SOA characteristics,Concept of a service, Basic SOA, Enterprise Service Bus (ESB), SOA
enterprise Software Models.
TEXT BOOKS:
1.
--- Content provided by FirstRanker.com ---
Distributed Component Architecture, G. Sudha Sadasivam , Wiley2.
Service Oriented Architecture: Concepts , Technology & Design,
Thomas Erl, PHI
3.
--- Content provided by FirstRanker.com ---
Java programming with CORBA, 3/e, G. Brose, A Vogel, K. Duddy,Wiley-dreamtech
4.
Distributed Systems, 2/e, Tanenbaum, Van Steen, PEA
REFERENCE BOOKS :
--- Content provided by FirstRanker.com ---
1.Client/server Programming with Java & Corba W/cd, Robert Orfali,
Dan Harkey, Wile
2.
Component Software: Beyond Object-Oriented Programming, Clemens
--- Content provided by FirstRanker.com ---
Szyperski, PEA.3.
Inside CORBA, Mowbray, PEA
4.
COM and CORBA side by side, Jason Pritchard, PEA
--- Content provided by FirstRanker.com ---
5.Enterprise JavaBeans 3.0, 5/e, Bill Burke, O'Reilly
6.
Component Based technology, Sudha Sadasivam, Wiley
Computer Science & Technology
--- Content provided by FirstRanker.com ---
41I ? II
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--- Content provided by FirstRanker.com ---
4-
3
HEALTH INFORMATICS
UNIT-I
--- Content provided by FirstRanker.com ---
Medical Informatics: The Health Information Technology Decade:Introduction, Medical Informatics, The Health Information Technology
Decade, Health Insurance Portability and Accountability Act (HIPAA)
of 1996: A Brief Introduction, The Patient Information Form, The Paper
Medical Record, The Electronic Medical Record (EMR), The Electronic
--- Content provided by FirstRanker.com ---
Health Record (HER), Regional Health Information Organizations(RHIOs), The Indian Health Service Electronic Health Record, Computer
Information Systems in Health Care, Does Computerization Improve
Patient Outcomes?
UNIT-II
--- Content provided by FirstRanker.com ---
Information Technology in Public Health: Introduction, Definition,Social Inequality, Poverty, and Health, Using Computers to Study
Disease, Statistics and Epidemics: A Historical Overview, The
Emergence of New Infectious Diseases: AIDS, SARS, Bird Flu, West
Nile Virus, Mad Cow, Computer Modeling of Disease: Health Statistics
--- Content provided by FirstRanker.com ---
and Infectious Disease, MIDAS (Models of Infectious Disease AgentStudy), Climate Change: Global Warming, The Public Health Response
to Hurricane Katrina
UNIT-III
Information Technology in Radiology: Introduction, X-rays,
--- Content provided by FirstRanker.com ---
Ultrasound, Digital Imaging Techniques, Computerized Tomography,Magnetic Resonance Imaging, Positron Emission Tomography, SPECT
Scanning, Other Imaging Systems, Bone Density Tests, PACS,
Interventional Radiology: Bloodless Surgery
Information Technology in Surgery -- The Cutting Edge: Overview,
--- Content provided by FirstRanker.com ---
Computer-Assisted Surgery, Computer-Assisted Surgical Planning,Robots, Minimally Invasive Surgery, Endoscopic Surgery, and
Augmented Reality, ROBODOC, AESOP, ZEUS, MINERVA, and other
42
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--- Content provided by FirstRanker.com ---
robotic devices, Augmented Reality, Telepresence Surgery, NEEMO,The Operating Room of the Future
UNIT-IV
Information Technology Pharmacy: Overview, The Food and Drug
Administration (FDA). Uncertified Medicines, Biotechnology and The
--- Content provided by FirstRanker.com ---
Human Genome Project, Rational Drug Design, Bioinformatics, TheHuman Genome Project, Developments in Biotechnology, Computer
Assisted Drug Trials, Computer Assisted Drug Review, The
Computerized Pharmacy, Computers and Drug Errors, he Automated
Community Pharmacy, Automating the Hospital Pharmacy, The Hospital
--- Content provided by FirstRanker.com ---
Pharmacy Robot and Bar Codes, Point-of-Use Drug Dispensing,Computerized IVs and Bar-codes, Radio Frequency Identification
(RFID) tags, Telepharmacy, Drug Delivery on a Chip, The Impact of
Information Technology on Pharmacy
UNIT-V
--- Content provided by FirstRanker.com ---
Information Technology in Dentistry: Overview, Education,Administrative Applications, The Electronic Dental Chart,
Demographics And The Transformation Of Dentistry, Computerized
Instruments in Dentistry, Endodontics , Periodontics, Cosmetic
Dentistry, Diagnosis and Expert Systems, Diagnostic Tools, X-rays,
--- Content provided by FirstRanker.com ---
Digital Radiography, Electrical Conductance, Emerging Methods, LightIllumination, Lasers in Dentistry , Minimally Invasive Dentistry, Surgery,
The Growth of Specialization, Teledentistry
TEXT BOOK:
1.
--- Content provided by FirstRanker.com ---
Information Technology for the Health Professions, 3/E, Lillian Burke,Barbara Weill, PHI
Computer Science & Technology
43
I ? II
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LP
Credits
4
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--- Content provided by FirstRanker.com ---
3SOFT COMPUTING
UNIT-I
FUZZY SET THEORY: Introduction to Neuro ? Fuzzy and Soft
Computing, Fuzzy Sets, Basic Definition and Terminology, Set-theoretic
--- Content provided by FirstRanker.com ---
Operations, Member Function Formulation and Parameterization, FuzzyRules and Fuzzy Reasoning, Extension Principle and Fuzzy Relations,
Fuzzy If-Then Rules, Fuzzy Reasoning, Fuzzy Inference Systems,
Mamdani Fuzzy Models, Sugeno Fuzzy Models, Tsukamoto Fuzzy
Models, Input Space Partitioning and Fuzzy Modeling.
--- Content provided by FirstRanker.com ---
UNIT-IIOPTIMIZATION: Derivative based Optimization, Descent Methods,
The Method of Steepest Descent, Classical Newton's Method, Step
Size Determination, Derivative-free Optimization, Genetic Algorithms,
Simulated Annealing, Random Search ? Downhill Simplex Search.
--- Content provided by FirstRanker.com ---
UNIT-IIIARTIFICIAL INTELLIGENCE : Introduction, Knowledge
Representation, Reasoning, Issues and Acquisition: Prepositional and
Predicate Calculus Rule Based knowledge Representation Symbolic
Reasoning Under Uncertainity Basic knowledge Representation Issues
--- Content provided by FirstRanker.com ---
Knowledge acquisition,Heuristic Search: Techniques for Heuristic search Heuristic
Classification
State Space Search: Strategies Implementation of Graph Search Search
based on Recursion Patent-directed Search Production System and
--- Content provided by FirstRanker.com ---
Learning.UNIT-IV
NEURO FUZZY MODELING: Adaptive Neuro-Fuzzy Inference
Systems, Architecture ? Hybrid Learning Algorithm, Learning Methods
that Cross-fertilize ANFIS and RBFN ? Coactive Neuro Fuzzy Modeling,
--- Content provided by FirstRanker.com ---
Framework Neuron Functions for Adaptive Networks ? Neuro FuzzySpectrum.
44
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UNIT-V
--- Content provided by FirstRanker.com ---
APPLICATIONS OF COMPUTATIONAL INTELLIGENCE : PrintedCharacter Recognition, Inverse Kinematics Problems, Automobile Fuel
Efficiency Prediction, Soft Computing for Color Recipe Prediction.
TEXT BOOKS:
1.
--- Content provided by FirstRanker.com ---
J.S.R.Jang, C.T.Sun and E.Mizutani, "Neuro-Fuzzy and SoftComputing", PHI, 2004, Pearson Education 2004.
2.
N.P.Padhy, "Artificial Intelligence and Intelligent Systems", Oxford
University Press, 2006.
--- Content provided by FirstRanker.com ---
REFERENCES:1.
Elaine Rich & Kevin Knight, Artificial Intelligence, Second Edition,
Tata Mcgraw Hill Publishing Comp., 2006, New Delhi.
2.
--- Content provided by FirstRanker.com ---
Timothy J.Ross, "Fuzzy Logic with Engineering Applications",McGraw-Hill, 1997.
3.
Davis E.Goldberg, "Genetic Algorithms: Search, Optimization and
Machine Learning", Addison Wesley, N.Y., 1989.
--- Content provided by FirstRanker.com ---
4.S. Rajasekaran and G.A.V.Pai, "Neural Networks, Fuzzy Logic and
Genetic Algorithms", PHI, 200UNIT III
5.
R.Eberhart, P.Simpson and R.Dobbins, "Computational Intelligence -
--- Content provided by FirstRanker.com ---
PC Tools", AP Professional, Boston, 1996.6.
Amit Konar, "Artificial Intelligence and Soft Computing Behaviour and
Cognitive model of the human brain", CRC Press, 2008
Computer Science & Technology
--- Content provided by FirstRanker.com ---
45I ? II
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--- Content provided by FirstRanker.com ---
4-
3
INFORMATION SECURITY
UNIT-I
--- Content provided by FirstRanker.com ---
Introduction: Security Attacks (Interruption, Interception, Modificationand Fabrication), Security Services (Confidentiality, Authentication,
Integrity, Non-repudiation, access Control and Availability) and
Mechanisms, A model for Internetwork security, Internet Standards
and RFCs, Buffer overflow & format string vulnerabilities, TCP session
--- Content provided by FirstRanker.com ---
hijacking, ARP attacks, route table modification, UDP hijacking, andman-in-the-middle attacks.
UNIT-II
Conventional Encryption:
Conventional Encryption Principles, Conventional encryption
--- Content provided by FirstRanker.com ---
algorithms, cipher block modes of operation, location of encryptiondevices, key distribution Approaches of Message Authentication,
Secure Hash Functions and HMAC
UNIT-III
Public key: Public key cryptography principles, public key
--- Content provided by FirstRanker.com ---
cryptography algorithms, digital signatures, digital Certificates,Certificate Authority and key management Kerberos, X.509 Directory
Authentication Service
UNIT-IV
IP Security: IP Security Overview, IP Security Architecture,
--- Content provided by FirstRanker.com ---
Authentication Header, Encapsulating Security Payload, CombiningSecurity Associations and Key Management
Web Security: Web Security Requirements, Secure Socket Layer (SSL)
and Transport Layer Security (TLS), Secure Electronic Transaction
(SET)
--- Content provided by FirstRanker.com ---
Email Privacy: Pretty Good Privacy (PGP) and S/MIME.46
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UNIT-V
SNMP: Basic concepts of SNMP, SNMPv1 Community facility and
--- Content provided by FirstRanker.com ---
SNMPv3, Intruders, Viruses and related threatsFire walls: Firewall Design principles, Trusted Systems, Intrusion
Detection Systems
TEXT BOOKS:
1. Network Security Essentials: Applications and Standards, William Stallings,
--- Content provided by FirstRanker.com ---
PEA.2.
Hack Proofing your Network, Russell, Kaminsky, Forest Puppy, Wiley
Dreamtech
REFERENCE BOOKS:
--- Content provided by FirstRanker.com ---
1.Network Security & Cryptography, Bernard Menezes, Cengage,2010
2.
Fundamentals of Network Security, Eric Maiwald, Dream Tech
3.
--- Content provided by FirstRanker.com ---
Network Security: Private Communication in a Public World, Kaufman,Perlman, PEA/PHI.
4.
Principles of Information Security, Whitman, Thomson.
5.
--- Content provided by FirstRanker.com ---
Cryptography and Network Security, 3/e, Stallings, PHI/PEA6.
Network Security: The complete reference, Robert Bragg, Mark Rhodes,
TMH
7.
--- Content provided by FirstRanker.com ---
Introduction to Cryptography, Buchmann, SpringerComputer Science & Technology
47
I ? II
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PCredits
4
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INFORMATIONAL RETRIEVAL SYSTEMSUNIT-I
Introduction to Information storage and retrieval systems:
Domain Analysis of IR systems, IR and other types of Information
Systems, IR System Evaluation
--- Content provided by FirstRanker.com ---
Introduction to Data structures and algorithms related to InformationRetrieval: Basic Concepts, Data structures, Algorithms.
UNIT-II
Inverted Files and Signature Files:
Introduction, Structures used in Inverted Files, Building an Inverted
--- Content provided by FirstRanker.com ---
file using a sorted array, Modifications to the Basic Techniques.Signature Files: Concepts of Signature files, Compression, Vertical
Partitioning, Horizontal Partitioning.
UNIT-III
New Indices for Text, Lexical Analysis and Stoplists:
--- Content provided by FirstRanker.com ---
PAT Trees and PAT Arrays: Introduction, PAT Tree structure,Algorithms on the PAT Trees, Building PAT Trees as PATRICA Trees,
PAT representation as Arrays. Lexical Analysis, Stoplists.
UNIT-IV
Stemming Algorithms and Thesaurus Construction:
--- Content provided by FirstRanker.com ---
Types of Stemming algorithms, Experimental Evaluations of Stemming,Stemming to Compress Inverted Files.
Thesaurus Construction: Features of Thesauri, Thesaurus
Construction, Thesaurus construction from Texts, Merging existing
Thesauri.
--- Content provided by FirstRanker.com ---
UNIT-VString Searching Algorithms:
Introduction, Preliminaries, The Naive Algorithm, The Knutt-Morris-
48
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--- Content provided by FirstRanker.com ---
Pratt Algorithm, The Boyer-Moore Algorithm, The Shift-Or Algorithm,The Karp-Rabin Algorithm.
TEXT BOOKS
1.
Modern Information Retrieval, Ricardo Baeza-Yates, Neto, PEA,2007.
--- Content provided by FirstRanker.com ---
2.Information Storage and Retrieval Systems: Theory and
Implementation, Kowalski, Gerald, Mark Academic Press, 2000.
3.
Information Retrieval: Algorithms and Heuristics , Grossman, Ophir
--- Content provided by FirstRanker.com ---
Frieder, 2/e, Springer, 2004.REFERENCE BOOKS
1.
Information Retrieval Data Structures and Algorithms , Frakes, Ricardo
Baeza-Yates, PEA
--- Content provided by FirstRanker.com ---
2.Information Storage and Retieval, Robert Korfhage, John Wiley & Sons.
3.
Introduction to Information Retrieval, Manning, Raghavan, Cambridge
University Press.
--- Content provided by FirstRanker.com ---
Computer Science & Technology
49
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Credits4
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3
VOIP
--- Content provided by FirstRanker.com ---
UNIT-IOverview of the PSTN and comparisons to Voice over IP : The Beginning
of the PSTN, Understanding PSTN Basics , PSTN Services and
Applications, Drivers Behind the Convergence Between Voice and Data
Networking, Packet Telephony Network Drivers, New PSTN Network
--- Content provided by FirstRanker.com ---
Infrastructure ModelEnterprise telephony today : Similarities Between PSTN and ET,
Differences Between PSTN and ET, Common ET and PSTN Interworking,
ET Networks Provided by PSTN
UNIT-II
--- Content provided by FirstRanker.com ---
Basic telephony signaling: Signaling Overview, E&M Signaling, CAS,ISDN , QSIG , QSIG Services , QSIG Architecture and Reference Points,
QSIG Protocol Stack, QSIG Basic Call Setup and Teardown Example,
DPNSS
Signaling system 7 : SS7 Network Architecture, SS7 Protocol Overview
--- Content provided by FirstRanker.com ---
UNIT-IIIPSTN services : Plain Old Telephone Service, Business Services,
Service Provider Services
IP Tutorial : OSI Reference Model, Internet Protocol, Data Link Layer
Addresses, IP Addressing , Routing Protocols, EIGRP, IP Transport
--- Content provided by FirstRanker.com ---
MechanismsVoIP: an in-depth analysis : Delay/Latency, Jitter, Pulse Code
Modulation, Voice Compression, Echo, Packet Loss , Voice Activity
Detection, Digital-to-Analog Conversion, Tandem Encoding, Transport
Protocols , Dial-Plan Design, End Office Switch Call-Flow Versus IP
--- Content provided by FirstRanker.com ---
Phone CallUNIT-IV
Quality of service : QoS Network Toolkit, Edge Functions, Traffic
Policing, Backbone Networks, Rules of Thumb for QoS, Cisco Labs'
50
--- Content provided by FirstRanker.com ---
2013-14QoS Testing
Billing and mediation services: Billing Basics, Case Study: Cisco SIP
Proxy Server and Billing, Challenges for VoIP Networks, Mediation
Services
--- Content provided by FirstRanker.com ---
Voice security : Security Requirements , Security Technologies,Protecting Voice Devices , Protecting IP Network Infrastructure, Security
Planning and Policies
UNIT-V
H.323 : H.323 Elements, H.323 Protocol Suite , H.323 Call-Flows
--- Content provided by FirstRanker.com ---
SIP : SIP Overview, SIP Message Building Blocks , Basic Operation ofSIP, SIP Procedures for Registration and Routing, SIP Extensions
Gateway control protocols : MGCP Overview , MGCP Model , MGCP
Commands and Messages , MGCP Call Flows , Advanced MGCP
Features, H.248/MEGACO
--- Content provided by FirstRanker.com ---
PSTN and VoIP internetworking : Cisco Packet Telephony, PacketVoice Network Overview , Residential Gateway , Network Interfaces ,
PGW2200 Architecture and Operations, PGW2200 Implementation,
PSTN Signaling Over IP , Changing Landscape of PSTN-IP Interworking,
Session Border Controller (SBC)
--- Content provided by FirstRanker.com ---
TEXT BOOKS:1.
Voice over IP Fundamentals: Second Edition, Jonathan Davidson, James
Peters, Cisco Press , 2009
REFERENCES:
--- Content provided by FirstRanker.com ---
1.Davidson, Jonathan, James Peters, Manoj Bhatia, Satish Kalidini, and
Sudipto Mukherjee. Voice over IP Fundamentals: Second Edition. 2nd
ed. San Jose, CA: Cisco Press, Aug. 2008. ISBN: 9781587053176
2.
--- Content provided by FirstRanker.com ---
Siddiqui, Kashif, Faisal Chaudry, and Kashif Zeeshan. Voip Architecturesfor Large-scale Networks. San Jose, CA: Cisco Systems, Nov. 2007.
ISBN: 9781587052491
3.
Geier, Jim. Deploying Voice over Wireless LANs. Ed. Jim Geier. Upper
--- Content provided by FirstRanker.com ---
Saddle River, NJ: Pearson Education, 14 Mar. 2007. ISBN: 9781587052316Computer Science & Technology
51
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PCredits
4
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PATTERN RECOGNITION AND IMAGEPROCESSING
UNIT-I
Pattern Recognition: machine perception,pattern recognition example,
pattern recognition systems,the design cycle,learning and adaptation.
--- Content provided by FirstRanker.com ---
Bayesian Decision Theory: Introduction,continuous features-twocategories classifications,minimum error rate classification-zero-one
loss function,classifiers ,discriminant functions,and decision surfaces.
Normal density: Univariate and multivariate density, discriminant
functions for the normal density-different cases, Bayes decision theory
--- Content provided by FirstRanker.com ---
? discrete features, compound Bayesian decision theory and context.UNIT-II
Un-supervised learning and clustering: Introduction, mixture densities
and identifiability, maximum likelihood estimates, application to normal
mixtures, K-means clustering. Date description and clustering ?
--- Content provided by FirstRanker.com ---
similarity measures, criteria function for clustering Component analyses:Principal component analysis,non-linear component analysis,Low
dimensional representations,and multi dimensional scaling.
UNIT-III
Digitized Image and its properties: Basic concepts, Image Functions,
--- Content provided by FirstRanker.com ---
the dirac distribution and convolution, the Fourier transform, Imagesas a Stochastic process, Images as linear systems. Image Digitization:
Sampling, Quantization, Colour Images. Digital Image Properties:
Metric and topological properties of Digital Images, Histograms, Visual
perception of the Image, Image quality, Noise in Images.Data Structures
--- Content provided by FirstRanker.com ---
for Image Analysis: Levels of Image Data representation, traditionalImage Data Structures- Matrices, Chains, Topological Data Structures,
Relational Structures.
UNIT-IV
Image Pre-processing: Pixel brightness transfomation ? Position
--- Content provided by FirstRanker.com ---
dependent brightness correction, Gray scale transformation. Geometric52
2013-14
Transformations -- Pixel co-ordinate transformation, Brightness
interpolation. Local Pre-processing ? Image smoothing, Edge-detectors,
--- Content provided by FirstRanker.com ---
Zero crossings of the second deritives, scale in Image processing,canny edge detection, parametric edge models, edges in multi spectral
images, other local pre-processing operators, adaptive neighborhood
pre-processing.
UNIT-V
--- Content provided by FirstRanker.com ---
Segmentation: Thresholding ? Threshold detection methods, optimalthresholding, multi- spectral thresholding, thresholding in hierarchical
data structures. Edge Based Segmentation: Edge image thresholding,
Edge relaxation, border tracing, border detection as graph searching,
border detection as dynamic programming, Hough transformation,
--- Content provided by FirstRanker.com ---
border detection using border location information, region constructionfrom borders. Region Based Segmentation: Region merging, region
splitting, splitting and merging, Watershed segmentation, region
growing post processing.
TEXT BOOKS:
--- Content provided by FirstRanker.com ---
1.Image Processing, Analysis and Machine Vision ? Milan Sonka, Vaclav
Hlavac, Roger Boyle, Second Edition ? Vikas Publishing House.
2.
Pattern classification ,Richard o.Duda,peter E.Hart,David G.Stroke, Wiley
--- Content provided by FirstRanker.com ---
student edition,2nd edition.3.
Digital Image processing , Rafeal C.Gonzalez,Richard E.Woods, 2nd
edition,Pearson Education/PHI.
REFERENCE:
--- Content provided by FirstRanker.com ---
1.Digital Image Processing And Analysis ? Chanda & Majumder
Computer Science & Technology
53
I ? II
--- Content provided by FirstRanker.com ---
LP
Credits
4
-
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3MACHINE LEARNING
UNIT-I
Introduction :
Well-posed learning problems, Designing a learning system,
--- Content provided by FirstRanker.com ---
Perspectives and issues in machine learningconcept learning and the general to specific ordering ? Introduction, A
concept learning task, Concept learning as search, Find-S: finding a
maximally specific hypothesis, Version spaces and the candidate
elimination algorithm, Remarks on version spaces and candidate
--- Content provided by FirstRanker.com ---
elimination, Inductive bias.UNIT-II
Decision Tree learning:
Introduction, Decision tree representation, Appropriate problems for
decision tree learning, The basic decision tree learning algorithm, Issues
--- Content provided by FirstRanker.com ---
in decision tree learningUNIT-III
Artificial Neural Networks:
Introduction, Neural network representation, Appropriate problems for
neural network learning, Perceptions, Multilayer networks and the back
--- Content provided by FirstRanker.com ---
propagation algorithm, Remarks on the back propagation algorithm,An illustrative example face recognition, Advanced topics in artificial
neural networks
Evaluation Hypotheses : Motivation, Estimation hypothesis accuracy,
Basics of sampling theory, A general approach for deriving confidence
--- Content provided by FirstRanker.com ---
intervals, Difference in error of two hypotheses, Comparing learningalgorithms
UNIT-IV
Bayesian learning:
Introduction, Bayes theorem, Bayes theorem and concept learning,
--- Content provided by FirstRanker.com ---
54
2013-14
Maximum likelihood and least squared error hypotheses, Maximum
likelihood hypotheses for predicting probabilities, Minimum description
length principle, Bayes optimal classifier, Gibs algorithm, Na?ve bayes
--- Content provided by FirstRanker.com ---
classifier, An example learning to classify text, Bayesian belief networksThe EM algorithm
UNIT-V
Computational learning theory :
Introduction, Probability learning an approximately correct hypothesis,
--- Content provided by FirstRanker.com ---
Sample complexity for Finite Hypothesis Space, Sample Complexity forinfinite Hypothesis Spaces - Instance-Based Learning- Introduction, k
-Nearest Neighbor Learning, Locally Weighted Regression, Radial Basis
Functions, Case-Based Reasoning, Remarks on Lazy and Eager
Learning
--- Content provided by FirstRanker.com ---
Genetic Algorithms :Motivation, Genetic Algorithms, Hypothesis Space Search, Genetic
Programming, Models of Evolution and Learning, Parallelizing Genetic
Algorithms
TEXT BOOKS:
--- Content provided by FirstRanker.com ---
1.Machine Learning ,Tom M. Mitchell, MGH
2.
Machine Learning, An Algorithmic Perspective, Stephen Marsland,
Taylor & Francis(CRC)
--- Content provided by FirstRanker.com ---
REFERENCE BOOKS:1.
Introduction to Machine Learning, Ethem Alpaydin, PHI, 2004
Computer Science & Technology
55
--- Content provided by FirstRanker.com ---
I ? IIL
P
Credits
4
--- Content provided by FirstRanker.com ---
-3
CLOUD COMPUTING
UNIT?I
Introduction to virtualization and virtual machine, Virtualization in
--- Content provided by FirstRanker.com ---
Cluster /grid context Virtual network, Information model & data modelfor virtual machine, Software as a Service (SaaS), SOA, On Demand
Computing.
UNIT?II
Cloud computing: Introduction, What it is and What it isn't, from
--- Content provided by FirstRanker.com ---
Collaborations to Cloud, Cloud application architectures, Value of cloudcomputing, Cloud Infrastructure models, Scaling a Cloud Infrastructure,
Capacity Planning, Cloud Scale.
UNIT?III
Data Center to Cloud: Move into the Cloud, Know Your Software
--- Content provided by FirstRanker.com ---
Licenses, The Shift to a Cloud Cost Model, Service Levels for CloudApplications
UNIT?IV
Defining Clouds for the Enterprise- Storage-as-a-Service, Database-
as-a-Service, Information-as-a-Service, Process-as-a-Service,
--- Content provided by FirstRanker.com ---
Application-as-a-Service, Platform-as-a-Service, Integration-as-a-Service, Security-as-a-Service, Management/Governance-as-a-Service,
Testing-as-a-Service Infrastructure-as-a-Service
UNIT?V
Security: Disaster Recovery, Web Application Design, Machine Image
--- Content provided by FirstRanker.com ---
Design, Privacy Design, Database Management, Data Security,Network Security, Host Security, Compromise Response
Disaster Recovery, Disaster Recovery, Planning, Cloud Disaster
Management
Case study: Types of Clouds, Cloudcentres in detail, Comparing
--- Content provided by FirstRanker.com ---
56
2013-14
approaches, Xen OpenNEbula , Eucalyptus, Amazon, Nimbus
TEXT BOOKS:
1.
--- Content provided by FirstRanker.com ---
Cloud Computing ? Web Based Applications That Change the wayyou Work and Collaborate Online ? Michael Miller, Pearson Education.
2.
Cloud Application Architectures, 1st Edition by George Reese O'Reilly
Media.
--- Content provided by FirstRanker.com ---
REFERENCE BOOK:1.
Cloud Computing and SOA Convergence in Your Enterprise:A Step-
by-Step Guide David S.Linthicum Addison-Wesley Professional
Computer Science & Technology
--- Content provided by FirstRanker.com ---
57I ? II
L
P
Credits
--- Content provided by FirstRanker.com ---
-4
3
CST LAB2
Covering experiments from core subjects
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