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MAHATMA GANDHI UNIVERSITY

SCHEME AND SYLLABI

FOR

M.TECH DEGREE PROGRAMME

IN

COMPUTER SCIENCE AND ENGINEERING

WITH SPECIALIZATION IN

COMPUTER SCIENCE AND ENGINEERING

(2013 ADMISSION ONWARDS)



SEMESTER III

SEMESTER IV

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Master’s Thesis0 0

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7100 0 100 100 200 12

2 MCSCS

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Master’s Comprehensive

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1 MCPRM 301 Research Methodology 4 0 0 25 25 50 100 150 4

2 MCSCS 302 ig !ata "rocessing 4 0 0 25 25 50 100 150 4

3 MCSCS 303

Mini "ro#ect or $nd%strialTraining

0 01&

25 25 50 100 150

7

Master’s Thesis "hase ' $ 0 0 3 25 0 25 25 50

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MCSCS 302 BIG DATA PROCESSING L T P C

0 0

M!l$ 1

B-8 D,, , H,9' (adoop )cosystem' Core components'(adoop distri*%tions'!eveloping

enterprise applications+ (!,-' (!,- .rchitect%re'.pplica*ility o/ (!,-'sing (!,- /iles'

(adoop speci/ic /ile types'(!,- /ederation and high availa*ility+(ase'(igh evel (ase

.rchitect%re'(ase schema design'e (ase ,eat%res'Managing metadata ith (C.T.+

M!l$ 2

M,9R$!'$: "rocessing data ith MapRed%ce' )6ec%tion pipeline'!esigning MapRed%ce

implementations'sing MapRed%ce as a /rameor /or parallel processing',ace Recognition

)6ample'-imple !ata "rocessing ith MapRed%ce'$nverted $nde6es )6ample'%ilding #oins ith

MapRed%ce'Road )nrichment )6ample'in )levation )6ample'%ilding iterative MapRed%ce

.pplications'-olving inear )8%ation )6ample'To MapRed%ce or not to MapRed%ce9'Common

MapRed%ce !esign otchas+

M!l$ 3

H-+$:,eat%res ' (ive architect%re :(ive in the hadoop ecosysytem : !atatypes and /ile /ormats :

primitive and collection datatypes : (ive;:data*ases in (ive : Creating< .ltering< "artitioning and

managing ta*les

P-8:,eat%res and %ses' Comparison ith Map'Red%ce')6ec%tion modes'"ig atin commands'

!eveloping "ig script'=oining !ata sets' =oin<Cogro%p concepts' ser !e/ined ,%nctions'Controlling

)6ec%tion'"ig atin "reprocessor+

M!l$

O;-$',%nctional Components'o>ie =o* )6ec%tion Model'-ched%ling or/lo %sing o>ie

coordinator'o>ie coordinator components and varia*les'o>ie coordinator li/ecycle operation+

S9,"*:-par .rchitect%re'-par -treaming'-treaming perator'-par -;'Resilient !istri*%tion!ataset?R!!@+

R$4$"$'$#

1+ oris %*linsy Aevin T+ -mith .le6ey Ba%*ovich <"R,)--$. (adoop -ol%tions

2+ Tom Dhite <E(adoopF The !e/initive %ideG< HReilly Media 3rd )dition<May&< 2012

3+ Ch%c am < E(adoop in .ctionG <Manning "%*licationsI 1st )dition <!ecem*er< 2010

4+ !onald Miner< .dam -hoo< EMapRed%ce !esign "atternsG< HReilly Media <ovem*er 22<

2012

5+ )dard Capriolo <!ean Dampler <=ason R%therglen< E"rogramming (iveG< HReilly MediaI 1

edition < cto*er< 2012

&+ .lan ates < E"rogramming "igG< HReilly MediaI 1st )dition <cto*er< 2011

7+ -nehalatha< -ched%ling Dor/los %sing o>ie Coordinator< !eveloper$; Maga>ine< .%g%st

2J< httpFKKdeveloperi8+inKarticlesK2013Ka%gK2JKsched%ling'or/los'%sing'oo>ie'coordinatorK

J+ -par -treaming< !ata'$ntensive systemsF Real'Time -tream "rocessing< !%e niversity

!epartment o/ Comp%ter -cience 2012 at

httpFKK+cs+d%e+ed%KLmosesKcps51&Kdstream+html



MCSCS 303 MINI PRO<ECT INDUSTRIAL TRAINING =

MASTER>S THESIS PHASE:1L T P C

0 0 1 7

$n $nd%strial TrainingKMini "ro#ect the st%dent shall %ndergo $nd%strial training o/ one month

d%ration or Mini "ro#ect o/ to months d%ration+ $nd%strial training sho%ld *e carried o%t in an

ind%stry K company approved *y the instit%tion and %nder the g%idance o/ a sta// mem*er in the

concerned /ield+ .t the end o/ the training< he K she has to s%*mit a report on the or *eing carried

o%t+ The mini pro#ect is designed to develop practical a*ility and noledge a*o%t practical

toolsKtechni8%es in order to solve the act%al pro*lems related to the ind%stry< academic instit%tions or

similar area+ -t%dents can tae %p any application levelKsystem level pro#ect pertaining to a relevant

domain+ "ro#ects can *e chosen either /rom the list provided *y the /ac%lty or in the /ield o/ interest o/

the st%dent+ ,or e6ternal pro#ects< st%dents sho%ld o*tain prior permission a/ter s%*mitting the details

to the g%ide and synopsis o/ the or+ The pro#ect g%ide sho%ld have a minim%m 8%ali/ication o/

M)KM+Tech in relevant /ield o/ or+ .t the end o/ each phase< presentation and demonstration o/

the pro#ect sho%ld *e cond%cted< hich ill *e eval%ated *y a panel o/ e6aminers+ . detailed pro#ect

report d%ly approved *y the g%ide in the prescri*ed /ormat sho%ld *e s%*mitted *y the st%dent /or /inal eval%ation+ "%*lishing the or in Con/erence "roceedingsK =o%rnals ith ationalK

$nternational stat%s ith the consent o/ the g%ide ill carry an additional eightage in the revie

process+

$n Master’s Thesis "hase'$< the st%dents are e6pected to select an emerging research area in

the /ield o/ speciali>ation+ ./ter cond%cting a detailed literat%re s%rvey< they sho%ld compare and

analy>e research or done and revie recent developments in the area and prepare an initial design

o/ the or to *e carried o%t as Master’s Thesis+ $t is mandatory that the st%dents sho%ld re/er

ational and $nternational =o%rnals and con/erence proceedings hile selecting a topic /or their

thesis+ (eK-he sho%ld select a recent topic /rom a rep%ted $nternational =o%rnal< pre/era*ly

$)))K.CM+ )mphasis sho%ld *e given /or introd%ction to the topic< literat%re s%rvey< and scope o/ the proposed or along ith some preliminary or carried o%t on the thesis topic+

-t%dents sho%ld s%*mit a copy o/ "hase'$ thesis report covering the content disc%ssed a*ove

and highlighting the /eat%res o/ or to *e carried o%t in "hase'$$ o/ the thesis+ The candidate sho%ld

present the c%rrent stat%s o/ the thesis or and the assessment ill *e made on the *asis o/ the or

and the presentation< *y a panel o/ internal e6aminers in hich one ill *e the internal g%ide+ The

e6aminers sho%ld give their s%ggestions in riting to the st%dents so that it sho%ld *e incorporated in

the "hase:$$ o/ the thesis+

oth Mini pro#ectK$nd%strial training and Master’s Thesis'1 %ndergo an eval%tion *y a panel o/

e6aminers incl%ding atleast one e6ternal e6aminer appointed *y %niversity and internal e6aminer+

MCSCS 01 MASTER>S THESIS L T P C



0 0 27 12

$n the /o%rth semester< the st%dent has to contin%e the thesis or and a/ter s%ccess/%lly

/inishing the or< he K she has to s%*mit a detailed *o%nded thesis report+ The eval%ation o/ M Tech

Thesis ill *e carried o%t *y a panel o/ e6aminers incl%ding atleast one e6ternal e6aminer appointed

*y %niversity and internal e6aminer+ The or carried o%t sho%ld lead to a p%*lication in a ational K

$nternational Con/erence or =o%rnal+ The papers received acceptance *e/ore the M+Tech eval%ation

ill carry speci/ic eightage+

MCSCS 02 MASTER>S COMPREHENSIVE VIVA L T P C

0 0 0 3

. comprehensive viva'voce e6amination ill *e cond%cted at the end o/ the /o%rth semester

*y a panel o/ internal e6aminer and e6ternal e6aminers appointed *y the %niversity to assess the

candidate’s overall noledge in the respective /ield o/ speciali>ation+