acm survey on phd production in india for computer...

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ACM Survey on PhD Production in India for Computer Science and Information Technology 2014 – 2015 Sachin Parkhi and Gautam Shroff Tata Consultancy Services The purpose of this study is to collect reasonably reliable data on PhD production in CS in India, and then use it to identify useful trends. This exercise was motivated by the Taulbee report in the US, and Dr Gautam Shroff, Vice President and Chief Scientist, Tata Consultancy Services has been leading this year’s survey. Based on the inputs and experience from the survey conducted in last couple of years, the survey and report for academic year 2014-15 has been incorporated. Institutes Included Last year, the study attempted to include all institutions which have a PhD program in CS/IT. A list of 2507 institutes from all over India was obtained from AICTE. According to the data available on the websites, of these institutes, 73 institutes stated that they have a PhD in CS or IT. We added to these, other institutions (IITs, NITs, etc.) which are known to be granting PhDs in computer science – inputs for this was taken from various researchers and faculty and from the previous study. Additional institutes were obtained from the partner institutes to TCS Research Scholar Program. This gave a total of 145 institutes which claims to have a PhD program and which could be included in this study. This list of institutions is given in Appendix H. Data Collection An online form was created, and sent to the Head of Department (CSE/IT) and the Director of the institutes. The form asked for information on: the number of PhD faculty, number of non-PhD faculty, total number of PhD students enrolled and the total number of PhDs graduated last year who got their degree. The form also asked for the stipend that was paid to the PhD students and the major problems that the institutes face with regard to the PhD programme. Reminders were sent, and the institutions were informed that if they failed to respond, the data of students pursuing PhD from those institutes cannot be captured. We got responses from 35 institutes through online survey. We assume that the other institutions (i.e. which did not respond and for which we could not find relevant data) don’t have an active PhD program, or if they do, it is too small to be of any significant impact. For this year’s report, we have grouped the institutions as follows: Group 1: Institutions which provided the data about number of faculty, PhDs enrolled, and PhDs awarded. (33) Group 2: Institutes which provided data last time but did not do so for this year’s report. (18) Group 3: Institutions which did not submit the filled form, but the number of faculty, and the total number of PhDs enrolled was available on their website. (6) Group 4: Institutions which did not submit the form and we could not find information

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Page 1: ACM Survey on PhD Production in India for Computer …india.acm.org/PhDProductionReport2014_15.pdf · ACM Survey on PhD Production in India for Computer Science and Information Technology

ACMSurveyonPhDProductioninIndiaforComputerScienceandInformationTechnology2014–2015SachinParkhiandGautamShroffTataConsultancyServicesThepurposeofthisstudyistocollectreasonablyreliabledataonPhDproductioninCSinIndia,andthenuseittoidentifyusefultrends.ThisexercisewasmotivatedbytheTaulbeereportintheUS,andDrGautamShroff,VicePresidentandChiefScientist,TataConsultancyServiceshasbeenleadingthisyear’ssurvey.Basedontheinputsandexperiencefromthesurveyconductedinlastcoupleofyears,thesurveyandreportforacademicyear2014-15hasbeenincorporated.InstitutesIncludedLastyear,thestudyattemptedtoincludeallinstitutionswhichhaveaPhDprograminCS/IT.Alistof2507institutesfromalloverIndiawasobtainedfromAICTE.Accordingtothedataavailable

onthewebsites,oftheseinstitutes,73institutesstatedthattheyhaveaPhDinCSorIT.Weadded

tothese,otherinstitutions(IITs,NITs,etc.)whichareknowntobegrantingPhDsincomputerscience

–inputsforthiswastakenfromvariousresearchersandfacultyandfromthepreviousstudy.

AdditionalinstituteswereobtainedfromthepartnerinstitutestoTCSResearchScholarProgram.

Thisgaveatotalof145instituteswhichclaimstohaveaPhDprogramandwhichcouldbeincluded

inthisstudy.ThislistofinstitutionsisgiveninAppendixH.DataCollectionAnonlineformwascreated,andsenttotheHeadofDepartment(CSE/IT)andtheDirectoroftheinstitutes.Theformaskedforinformationon:thenumberofPhDfaculty,numberofnon-PhDfaculty,totalnumberofPhDstudentsenrolledandthetotalnumberofPhDsgraduatedlastyearwhogottheirdegree.TheformalsoaskedforthestipendthatwaspaidtothePhDstudentsandthemajorproblemsthattheinstitutesfacewithregardtothePhDprogramme.Remindersweresent,andtheinstitutionswereinformedthatiftheyfailedtorespond,thedataofstudentspursuingPhDfromthoseinstitutescannotbecaptured.Wegotresponsesfrom35institutesthroughonlinesurvey.Weassumethattheotherinstitutions(i.e.whichdidnotrespondandforwhichwecouldnotfindrelevantdata)don’thaveanactivePhDprogram,oriftheydo,itistoosmalltobeofanysignificantimpact.Forthisyear’sreport,wehavegroupedtheinstitutionsasfollows:

• Group1: Institutionswhichprovidedthedataaboutnumberoffaculty,PhDsenrolled,andPhDsawarded.(33)

• Group2:Instituteswhichprovideddatalasttimebutdidnotdosoforthisyear’sreport.(18)

• Group3:Institutionswhichdidnotsubmitthefilledform,butthenumberoffaculty,andthetotalnumberofPhDsenrolledwasavailableontheirwebsite.(6)

• Group4:Institutionswhichdidnotsubmittheformandwecouldnotfindinformation

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aboutthePhDstudentsenrolledontheirwebsites,butobtainedinformationaboutthe

numberoffaculty.(24)Forgroup2,wetookthedatafromlastyear’sstudy–assumingthatitwouldnothave

changedsignificantlythisyear.AnalysisPhDProductionThenumberofstudentswhocompletedtheirPhDfromAugust2014toJuly2015Group1institutes:139Group2institutes(estimated):43Group3institutes(estimated):25Group4institutes(estimated):56TobetterunderstandwherethesePhDsarebeingproduced,wedividetheinstitutionsintwocategories:thosethathave80%ormorefacultywithPhDs,andothers.Presumablythefirstcategoryrepresentsthemoreresearch-focusedinstitutions,whilethesecondcategoryislikelytobethemoreteaching-focusedinstitutions.Thereare41institutionsinthefirstcategory(ListoftheseinstitutionsandtheirdataidsgiveninAppendixE),and39institutionsinthesecondcategory(AppendixF).Withthisclassification,wehavethefollowingforPhDproduction:

• Research-focusedinstitutesproducedatotalof174PhDsandotherinstitutionsproduced89.

ThetotalnumberofPhDsproducedlastyearfromallinstitutionsis263.BasedonthedetaileddataprovidedbyGroup1institutions,wecansay:

• OfthetotalPhDsproduced,76%weremaleand24%werefemales.Lookingatthestatistics,thenumberofstudentswhoareenrolled:Group1:1881Group2:497Group3:287Group4Estimated:574Foralltheinstitutes,thetotaladdsupto3239.Andforgroup1andgroup2is2378.Outofwhich,thetotalnumberofparttimestudentsdoingPhDsininstitutesbelongingtoGroup1is400andthatofGroup2is194.Usingthistotal,wecanestimatethenumberofPhDslikelytobeproducedinthecountryinthe

comingyears.Weassumethat90%ofthesestudentswillgraduateoverthenextfiveyears.Ifwe

expectthatthesegraduationswillbespreadacross5yearswithapproximatelyuniformdistribution,

thenumberofPhDsgraduatingwillcometoaround580peryearforthecomingfiveyears.Since

weknowthattheenrolmentinPhDprogramshasbeenincreasingoverthepastfewyears,wecan

expecttheincreasetobegradual.Weassumethattheincreaseinfirstyearisx,in2ndyearis2x…

andin5thyearitis5x.Withthis,wecanestimatethatthenumberofPhDsgraduatingwillgradually

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increasetoabout605peryearinabout5yearsamongallinstitutions,andabout450peryearfrom

institutionsingroup1and2.

Overall,keepinginmindthelikelihoodofoverestimationforinstitutionsingroup2and3,wecan

saythatthePhDproductionintheAcademicYear2014-15wasaround263,andthatPhD

productionislikelytogrowgraduallytoabout450peryearinabout5years.AreasofResearchInthissectionweanalysetheareasofresearchchosenbythestudentswhocompletedtheirthesisin

2014-2015.Ascanbeseenfromfig1,themostpopularareaofresearchisInformationAssurance/Security.Database/InformationRetrieval,NetworksandArtificialIntelligencearefieldswhicharealsopopularasaresearchinterestamongPhDstudents.(Thisdataisonlyfrominstitutesingroup1whofilledtheonlineform.)

Fig1:AreaofresearchchosenbystudentswhocompletedtheirPhDin2014-2015Comparingthiswithlastyear’sresponse,weobserveanincreaseininterestforInformation

Assurance/Security,TheoryandAlgorithmandArtificialIntelligence.

NumberofScholarsVsResearchAreas

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EmploymentStatisticsBasedonthedataprovidedbyinstitutesofgroup1,themostpopularchoiceofemploymentafter

completingPhDisteachinginIndia.

Fig2:TheemploymentoptionschosenbystudentswhocompletedtheirPhDin2014-2015.Stipend/CompensationgiventoPhDstudentsBasedonthedataprovidedby33institutesaboutthestipendpaidtoaPhDstudent,wecansay:Thehighestsalarygiven:Rs.34,500Thelowestsalarygiven:Rs.15,000Averagesalaryastudentcanexpectis:Rs.24,000Issues/ChallengesfacedbythePhDprogramTheonlineformhadanopenquestionforinstitutestolistdowntheissuestheyfacewiththePhDprogram.Theresponsethatwegotcanbebroadlycategorizedintothefollowing:

• AttractinggoodstudentstopursuePhD• ShortageofFaculty• FinancialSupport• InfrastructuralSupport• Lackoftieupsintheindustryandotherinstitutions

FacultyForthe81institutescoveredinthestudy,thetotalnumberoffacultywithPhDis1114andthe

ResearchLab-India

PostDoc-Abroad

Teaching-India

NonResearchJob

Teaching-Abroad

PostDoc-India

Entrepreneur ResearchLab-Abroad

ResearchScholarsVsEmploymentOptions

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averagefaultywithPhDintheCSE/ITdepartmentofaninstituteis14.References1.CRATaulbeeSurvey.http://cra.org/resources/taulbee/AcknowledgementsIwouldliketothankSachinParkhiforhishelpinconductingthestudyandpreparingthereport.Iwouldalsoliketothankalltheinstitutionswhoprovideddatabyeitherfillingtheformorbysendingdataoveremail.

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Appendix

A. Group1institutes:ProvidedData

InstitutePhDFaculty

NonPhDFaculty

PhDGraduatesMales

PhDGraduatesFemales

TotalPhDGraduates

FacultyfromPhDStudents

PhDStudentsEnrolled

PartTimePhDStudentsEnrolled

IITMadras 27 0 5 4 9 0 92 12

NITWarangal 14 1 6 0 6 0 21 3

DAIICT 37 0 4 0 4 0 22 4BMSBangalore 7 23 0 0 0 0 26 23

NITSurathkal 5 11 2 1 3 2 17 4IITBhubaneshwar 3 0 0 0 0

DataNotProvided 4 0

JadavpurUniversity 32 4 7 1 8 0 92 57MNNITAllahabad 12 9 8 3 11 3 57 17

IITRopar 7 0 1 0 1 0 13 0

NITTrichy 11 4 2 2 4 3 43 16

BITSPilani 23 8 3 1 4 1 13 0AmritaUniversity 7 27 0 0 0 0 37 22

ISIKolkata 50 0 6 2 8 0 48 0IITGandhinagar 8 0 0 0 0 0 9 0

NITMeghalaya 5 7 0 0 0 0 10 1SirM.VisvesvarayaInstituteofTechnology 2 20 0 1 1 1 13 13

IITIndore 9 0 2 1 3 0 30 0DelhiUniversity(MainCampus) 5 1 1 5 6

DataNotProvided 47 0

JIITNoida 29 64 1 1 2 2 59 51

IIITHyderabad 50 3 9 0 9 0 119 42

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IIITBangalore 13 0 5 2 7 0 64 32

IIITAllahabad 24 0 7 1 8 0 58 0UniversityofHyderabad 23 3 5 2 7 2 75 18

IITPatna 13 0 3 0 3 0 45 4

IITDelhi 31 0 3 0 3 0 47 8ChennaiMathematicalInstitute 12 0 3 0 3 0 19 5

IITBombay 42 0 10 2 12 0 112 47

IITMandi 8 0 0 0 0 0 15 1IndianInstituteofScienceBangalore 31 0 7 2 9 0 89 13InstituteofMathematicalSciencesChennai 9 0 3 0 3 0 25 0

IIITDelhi 39 0 2 1 3 0 108 0

IITHyderabad 14 0 2 0 2 0 44 3AhmedabadUniversity,InstituteofEngineeringandTechnology(IET) 16 3 0 0 0 0 8 4

Total 618 188 107 32 139 14 1481 400

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B.Group2institutes:Provideddataforlastyear’sreport

Institute PhDFaculty

NonPhDFaculty

TotalPhDGraduates

TotalnumberofPhDstudents

enrolledNationalInstituteofTechnologyCalicut 10 11 3 35VishwakarmaInstituteofInformationTechnology 3 44 3 0

UniversityInstituteofEngineeringandTechnology 9 16 0 7BHU 6 1 7 19Dr.BabasahebAmbedkarTechnologicalUniversityInstituteofPetrochemicalEngineering 0 4 0 NotProvidedIndianInstituteofTechnologyKanpur 27 0 NotProvided NotProvidedSymbiosisInstituteofTechnology 2 20 0 6IITB-MonashResearchAcademy 10 0 3 137NationalInstitutionofTechnicalTeachers’TrainingandResearch 2 3 1 13NationalInstituteofTechnologyRaipur 2 5 1 9NationalInstituteofTechnologyGoa 9 0 0 2IndianInstituteofTechnologyGuwahati 27 0 4 58NationalInstituteofTechnologyBhopal 11 8 4 45SrideviInstitute 2 24 NotProvided NotProvided

SchoolofComputerSciences,MahatmaGandhiUniversity 1 9 5 52ThaparUniversity 20 10 12 80

DonBoscoCollegeofEngineeringandTechnology 2 17 0 12MumbaiUniversity 1 1 0 22Total 144 173 43 497

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C.Group3institutes:PhDfacultyandstudentsenrolleddatafoundonwebsite

NameofInstitute PhDFacultyNonPhDFaculty

PhDGraduates(14-15)(Estimated) TotalEnrolled

IITRajasthan 8 0 2 16AnnaUniversity 23 22 5 116TIFR 14 0 3 17IITRoorki 12 0 3 40DepartmentofStudiesinComputerScience,ManasaGangothri,UniversityOfMysore 8 1 2 28IITKharagpur 37 0 10 70TOTAL 102 23 25 287

D.Group4institutes:OnlyPhDfacultydataavailableonwebsite

NameoftheInstitutePhD

FacultyNonPhDFaculty

PhDGraduates(13-14)(Estimated)

TotalEnrolled(Estimated)

IndianSchoolofMines,Dhanbad

10 0 2 20

JNU 21 0 4 40UniversityofPune 1 9 0 2BITMesra 21 9 5 50Gitam 43 10 10 100CollegeofTechnologyandEngineeringUdaipur

2 13 110

CollegeofEngineeringPune

8 22 220

JamiaMiliaIslamia

4 7 110

NITAgartala 1 23 0 2NITDurgapur 9 3 2 20NITSilchar 5 16 1 10PSGCollegeofTechnology 6 27 1 10ThiagrajarCollegeofEngineering

9 19 220

NITBhopal 11 2 2 20InstituteOfEngineeringJiwajiUniversity,Gwalior 2 0

110

GovernmentCollegeofTechnology,Coimabtore 6 11

120

AndhraUniversityCollegeofEngineering 21 2

550

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DepartmentofComputerScienceandApplications,KurukshetraUniversity 10 1

220

PunjabEngineeringCollege 7 11

220

SJBInstituteofTechnology 10 38 2 20SNSCollegeofTechnology 19 26 5 50SonaCollegeofTechnology 10 12

220

VeerSurendraSaiUniversityofTechnology,Burla 10 14

220

SJCE 4 10 1 10Total 250 285 56 574

E.Research-focusedinstitutes:80%ormorePhDfaculty

InstitutePhDFaculty

NonPhDFaculty

TotalPhDGraduates

TotalEnrolled

IITMadras 27 0 9 104DAIICT 37 0 4 26IITBhubaneshwar 3 0 0 4IITRopar 7 0 1 13ISIKolkata 50 0 8 48IITGandhinagar 8 0 0 9IITIndore 9 0 3 30IIITBangalore 13 0 7 96IIITAllahabad 24 0 8 58IITPatna 13 0 3 49IITDelhi 31 0 3 55ChennaiMathematicalInstitute 12 0 3 24IITBombay 42 0 12 159IITMandi 8 0 0 16IndianInstituteofScienceBangalore 31 0 9 102InstituteofMathematicalSciencesChennai 9 0 3 25IIITDelhi 39 0 3 108IITHyderabad 14 0 2 47IIITHyderabad 50 3 9 161NITWarangal 14 1 6 24JadavpurUniversity 32 4 8 149UniversityofHyderabad 23 3 7 93AhmedabadUniversity,InstituteofEngineeringandTechnology(IET) 16 3 0 12

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DelhiUniversity(MainCampus) 5 1 6 47IndianInstituteofTechnologyKanpur 27 0 NotProvided

NotProvided

IITB-MonashResearchAcademy 10 0 3 137NationalInstituteofTechnologyGoa 9 0 0 2IndianInstituteofTechnologyGuwahati 27 0 4 58BHU 6 1 7 19IITRajasthan 8 0 2 16TIFR 14 0 3 17IITRoorki 12 0 3 40IITKharagpur 37 0 10 70DepartmentofStudiesinComputerScience,ManasaGangothri,UniversityOfMysore 8 1 2 28IndianSchoolofMines,Dhanbad 10 0 2 20JNU 21 0 4 40InstituteOfEngineeringJiwajiUniversity,Gwalior 2 0 1 10AndhraUniversityCollegeofEngineering 21 2 5 50DepartmentofComputerScienceandApplications,KurukshetraUniversity 10 1 2 20NITBhopal 11 2 2 20GITAM 43 10 10 100Total 793 32 174 2106

F.Institutionswithlessthan80%PhDFaculty

InstitutePhD

FacultyNonPhDFaculty

TotalPhDGraduates

TotalEnrolled

BITSPilani 23 8 4 13NITTrichy 11 4 4 59MNNITAllahabad 12 9 11 74NITMeghalaya 5 7 0 11NITSurathkal 5 11 3 21JIITNoida 29 64 2 110BMSBangalore 7 23 0 49AmritaUniversity 7 27 0 59

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SirM.VisvesvarayaInstituteofTechnology 2 20 1 26NationalInstituteofTechnologyBhopal 11 8 4 45MumbaiUniversity 1 1 0 22NationalInstituteofTechnologyCalicut 10 11 3 35NationalInstitutionofTechnicalTeachers’TrainingandResearch 2 3 1 13UniversityInstituteofEngineeringandTechnology 9 16 0 7NationalInstituteofTechnologyRaipur 2 5 1 9DonBoscoCollegeofEngineeringandTechnology 2 17 0 12SchoolofComputerSciences,MahatmaGandhiUniversity 1 9 5 52SymbiosisInstituteofTechnology 2 20 0 6

SrideviInstitute 2 24 NotProvidedNot

ProvidedVishwakarmaInstituteofInformationTechnology 3 44 3 0

Dr.BabasahebAmbedkarTechnologicalUniversityInstituteofPetrochemicalEngineering 0 4 0

NotProvided

AnnaUniversity 23 22 5 116NITDurgapur 9 3 2 20BITMesra 21 9 5 50SonaCollegeofTechnology 10 12 2 20SNSCollegeofTechnology 19 26 5 50VeerSurendraSaiUniversityofTechnology,Burla 10 14 2 20PunjabEngineeringCollege 7 11 2 20JamiaMiliaIslamia 4 7 1 10GovernmentCollegeofTechnology,Coimabtore 6 11 1 20ThiagrajarCollegeofEngineering 9 19 2 20SJCE 4 10 1 10CollegeofEngineeringPune 8 22 2 20NITSilchar 5 16 1 10SJBInstituteofTechnology 10 38 2 20PSGCollegeofTechnology 6 27 1 10CollegeofTechnologyandEngineeringUdaipur 2 13 1 10UniversityofPune 1 9 0 2NITAgartala 1 23 0 2

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Total 301 627 77 1053

H.Allinstitutesincludedinthestudy

NameofInstituteAITTechnicalCampusAkshayaCollegeofEngineeringandTechnologyAligarhMuslimUniversityAmitySchoolofEngineeringandTechnologyAmritaUniversityAndhraUniversityCollegeofEngineeringAnnaUniversityAsianSchoolofTechnologyAurangabadCollegeofEngineeringAvinashilingamDeemedUniversityforWomenBHUITBengalScienceandEngineeringUniversityBITSPilaniBITSMesraBapujiInstituteofEngineeringandTechnologyBengalEngineeringandScienceUniversity,ShibpurChennaiMathematicalInstituteCollegeofEngineeringCollegeofTechnologyandEngineering,UdaipurD.E.I.TechnicalCollegeDelhiTechnologicalUniversityDelhiUniversity(MainCampus)DepartmentofComputerScienceandApplications,KurukshetraUniversityDepartmentofStudiesinComputerScience,ManasaGangothri,UniversityOfMysore

DeshBhagatFoundationGroupofInstitutions,FerozpurRoadMogaDhirubhaiAmbaniInstituteofInformationandCommunicationTechnologyDonBoscoCollegeofEngineeringandTechnologyDr.BabasahebAmbedkarTechnologicalUniversityInstituteofPetrochemicalEngineering

Dr.B.RAmbedkarNationalInstituteofTechnology,JalandarDrC.VRamanInstituteofScienceandTechnologyEastWestInstituteofTechnologyGITMInstituteofTechnologyGoduatiEngineeringCollegeForWomenGovernmentCollegeofTechnology,CoimabtoreGuruGobindSinghIndraprasthaUniversityGuruNanakDevEngineeringCollegeGuruTegBahadurKhalsaInstituteofEngineeringandTechnologyIIITAllahabad

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IIITBangaloreIIITDelhiIIITHyderabadIITB-MonashResearchAcademyISIKolkataIndianInstituteofScienceBangaloreIndianInstituteofTechnologyBhubaneswarIndianInstituteofTechnologyBombayIndianInstituteofTechnologyDelhiIndianInstituteofTechnologyGandhinagarIndianInstituteofTechnologyGuwahatiIndianInstituteofTechnologyHyderabadIndianInstituteofTechnologyIndoreIndianInstituteofTechnologyKanpurIndianInstituteofTechnologyKharagpur/SchollofITIndianInstituteofTechnologyKharagpur/CSEIndianInstituteofTechnologyMadrasIndianInstituteofTechnologyMandiIndianInstituteofTechnologyPatnaIndianInstituteofTechnologyRajasthanIndianInstituteofTechnologyRoorkeeIndianInstituteofTechnologyRoparIndianSchoolofMines,DhanbadInstituteOfEngineeringJiwajiUniversity,GwaliorInstituteOfTechnology,GuruGhasidasVishwavidyalaya,BilaspurInstituteofMathematicalSciencesChennaiInvertisInstituteofEngineering&TechnologyITMUniversity,GwaliorJNUJadhavpurUniversityKolkataJaipurNationalUniversityJamiaHamdardJamiaMilliaIslamiaJIITNoidaJNTUHCollegeofEngineeringHyderabadKSRInstituteForEngineeringAndTechnologyKSRangasamyInstituteofTechnologyK.L.E.Society'sCollegeofEngineeringAndTechnology,BelgaumK.V.G.CollegeofEngineeringLMNIITMNNITAllahabadMadanMohanMalviaEngineeringCollegeMadhavInstituteofTechnology&ScienceMaharashtraInstituteofTechnology,PuneManonmaniamSundaranarUviversity

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MumbaiUniversityNationalInstituteofTechnologyAgartalaNationalInstituteofTechnologyBhopalNationalInstituteofTechnologyCalicutNationalInstituteofTechnologyDurgapurNationalInstituteofTechnologyGoaNationalInstituteofTechnologyJamshedpurNationalInstituteofTechnologyKurukshetraNationalInstituteofTechnologyMeghalayaNationalInstituteofTechnologyRaipurNationalInstituteofTechnologyRourkelaNationalInstituteofTechnologySilcharNationalInstituteofTechnologySurathkalNationalInstituteofTechnologyTrichyNationalInstituteofTechnologyWarangalNationalInstitutionofTechnicalTeachers’TrainingandResearchNetajiSubhasInstituteofTechnologyPadmashreeDr.D.Y.PatilInstituteofEngineeringandTechnologyPSGCollegeofTechnologyRajeevGandhiProudyogikiMahavidyalayaRamraoAdikInstituteofTechnologySantLongowalInstituteofEngineeringandTechnologySardarPatelCollegeofTechnologySchoolofComputerScienceandITSchoolofComputerSciences,MahatmaGandhiUniversityShobhitInstituteofEngineeringandTechnologyShriG.SInstituteofTech.andScienceShriGuruGobindSinghjiInstituteofEngineeringandTechnologyShrideviInstituteofEngineeringAndTechnologySirM.visvesvarayaInstituteofTechnologySJBInstituteofTechnologySNDTWomensUniversitySNSCollegeofTechnologySonaCollegeofTechnologySriJayachamarajendraCollegeofEngineeringSsbt'sCollegeofEngineeringandTechnologySwamiVivekanandInstituteofTechnology,SagarSymbiosisInstituteofTechnologySymbiosisInstituteofTechnology&ScienceThaparUniversityThiagrajanCollegeofEngineeringTIFRUniversityInstituteofEngineeringandTechnologyUniversityofHyderabadUniversityofPune

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VeerSurendraSaiUniversityofTechnology,BurlaVishwakarmaInstituteofInformationTechnologyVishwakarmaInstituteofTechnologyVisvesvarayaNationalInstituteofTechnologyNagpurBMS,BangaloreCollegeofEngineering,CalcuttaUniversity,KolkataCUSAT,Kochi-keralaGovt.CollegeofEngg.(GCOEP),PuneHeritageInstituteofTechnologyInstituteofTechnology,NirmaUniversity-AhbadMIT,ManipalNationalInstofTechnology(NIT),JalandharOsmaniaUniversityPunjabEnggCollege,ChandigarhSASTRA,ThanjavurVeermataJeejabhaiTechnologicalInstt(VJTI),MumbaiWalchandCollegeofEngg.-Sangli