CSE466 FINAL STUDY GUIDE QUESTIONS AND CORRECT ANSWERS

CSE466 FINAL STUDY GUIDE
QUESTIONS AND CORRECT
ANSWERS
WhatA2areA2theA2featuresA2usedA2inA2flightA2dataA2processingA2inA2theA2caseA2study?A2-
A2Ans--Means
Median

WhatA2isA2theA2keyA2differenceA2betweenA2traditionalA2softwareA2developmentA2andA2AI-
basedA2softwareA2development?A2-A2Ans--TakeA2feedbackA2fromA2theA2environment

TensorFlowA2isA2aA2widely-usedA2AIA2package.A2InA2theA2hardware-softwareA2co-
defineA2stack,A2itA2isA2atA2theA2layer:A2-A2Ans--Framework

DeepA2learningA2typicallyA2solvesA2aA2computation-intensiveA2problemA2basedA2onA2-
A2Ans--theA2mapA2andA2reduceA2principlesA2usingA2multipleA2layers.


WhatA2areA2theA2keyA2featuresA2ofA2theA2thirdA2generationA2AIA2andA2robotics?
A2SelectA2allA2thatA2apply.A2-A2Ans--SoftwareA2andA2hardwareA2co-define
CentralizationA2andA2distributionA2optimization
HumanA2machineA2interaction

RDFSA2isA2-A2Ans--
aA2moreA2powerfulA2(moreA2expressive)A2ontologyA2languageA2thanA2RDF.

WhatA2typesA2ofA2filesA2doesA2RSSA21.0A2belongA2to?A2SelectA2allA2thatA2apply.A2-A2Ans--
RDF
XML

WhatA2languagesA2canA2beA2processedA2byA2ProtégéA2ontologyA2developmentA2environm
ent?A2SelectA2allA2thatA2apply.A2-A2Ans--RDF
OWL

WhatA2typeA2ofA2logicA2doesA2theA2followingA2expressionA2belongA2to?
StudentA2ÇA2InterestedIn.ComputingA2ÇA2Ø$InterestedIn.MathA2-A2Ans--
DescriptionA2Logic

WhatA2typesA2ofA2propertiesA2areA2definedA2inA2RDFA2orA2RDFS?
A2SelectA2allA2thatA2apply.A2-A2Ans--domain
range
type

ShardingA2isA2partitioningA2methodA2thatA2partitionsA2theA2dataA2-A2Ans--horizontally.

, AA2share-nothingA2computerA2architectureA2typicallyA2refersA2toA2-A2Ans--
distributedA2andA2networkedA2computerA2system.

ByA2definition,A2poly-structuredA2dataA2includeA2-A2Ans--structuredA2data.
unstructuredA2data.
semi-structuredA2data.

FaultA2toleranceA2isA2aA2necessityA2inA2bigA2dataA2processing.A2WhatA2typeA2ofA2faultA2tole
ranceA2techniqueA2doesA2gracefulA2degradationA2belongA2to?A2-A2Ans--Failover

NO-SQLA2(NotA2OnlyA2SQL)A2movementA2promotesA2-A2Ans--
NoSQLA2forA2nonA2relationalA2data
key-valueA2pairA2stores
transferringA2structuredA2dataA2intoA2NoSQLA2stores.

WhichA2HadoopA2databaseA2isA2designedA2forA2unstructuredA2data?A2-A2Ans--
HDFSA2(HadoopA2DistributedA2FileA2System)

InA2crowdsourcingA2analysisA2,A2theA2techniqueA2usedA2forA2findA2theA2bestA2solutionA2usin
gA2multidimensionalA2meritsA2isA2-A2Ans--Clustering

WhatA2typesA2ofA2modulesA2areA2containedA2inA2theA2slaveA2nodeA2inA2aA2HadoopA2syste
m?A2SelectA2allA2thatA2apply.A2-A2Ans--DataA2Node
TaskA2Tracker

TheA2reasonA2thatA2HadoopA2usesA2itsA2ownA2typesA2suchA2asA2TextA2andA2LongWritable,
A2insteadA2ofA2usingA2Java'sA2StringA2andA2LongA2types,A2isA2forA2-A2Ans--
efficientA2serialization.

ApacheA2PigA2isA2basedA2onA2MapReduce.A2ItA2expressesA2theA2computingA2needsA2inA2-
A2Ans--functionalA2queryA2style.


WhatA2isA2theA2keyA2differenceA2betweenA2theA2dataA2usedA2forA2trainingA2andA2forA2flightA
2pathA2recognitionA2inA2theA2flightA2dataA2collectionA2andA2processingA2system?A2-A2Ans--
TheA2labelsA2markingA2theA2droneA2movementA2areA2removedA2inA2theA2dataA2usedA2forA2f
lightA2pathA2recognition.

InA2aA2networkA2trafficA2monitoringA2system,A2whenA2isA2theA2real-
timeA2bigA2dataA2processingA2neededA2most?A2-A2Ans--
ComparingA2theA2currentA2userA2behaviorA2withA2theA2normalA2trafficA2patterns.

WhatA2isA2theA2typicalA2techniqueA2toA2compareA2twoA2imagesA2orA2recognizeA2anA2image
?A2-A2Ans--FeatureA2extractionA2andA2comparison