{"d":{"SubjectCode":"CSE5BDC","SubjectShortName":"BIG DATA MANAGEMENT ON THE CLOUD","SubjectFullName":"BIG DATA MANAGEMENT ON THE CLOUD","AnticipatedEnroll":"","AvailToStudyAbroadStudents":true,"CertifierOrgunitSet":{"__deferred":{"uri":""}},"College":"Science, Health \u0026 Engineering (Pre 2022)","CollegeCode":"80000","CoRequisites":"","CreditPoints":"15","DateApproved":"","Description":"\u003Cp\u003EIn this subject we will study the current state-of-the-art technologies for analysing huge amounts of data and responding to millions of user requests within one second. Currently the most cost efficient way of achieving the above aim is to use large-scale cloud-based services offered by vendors such as Amazon, Google, IBM and Microsoft. We will study how to use the cloud services provided by these vendors to meet the big data needs of businesses. This subject includes the following topics: cloud architectures, parallel database systems, map and reduce, key value stores, transaction support in the cloud, virtualization, and multi-tenant database systems.\u003C\/p\u003E","DisciplineArea":"Computer Science - 020100","DisciplineAreaCode":"CSC","EndDate":"01.01.1970","EquivalentSubjects":"","ExamResp":"","ExamRespCode":"","ExchangeStudents":"","Faculty":null,"FacultyCode":null,"GcIloSet":{"results":[{"GraduateCapability":{"results":[]},"LearningOutcome":{"results":[{"Description":"Explain the benefits of cloud computing over traditional methods for managing big data."},{"Description":"Identify the best type of cloud-based service to use for range of application scenarios."},{"Description":"Write efficient map and reduce programs to analyse large data sets."},{"Description":"Write efficient programs that query cloud-hosted database systems."},{"Description":"Setup cloud-hosted database systems."},{"Description":"Identify advantages and disadvantages of state-of-the-art technologies developed by research projects in the area of big data analytics using cloud-based services."},{"Description":"Analyse complex cloud computing architectures and propose remedies to any identified flaws."}]}}]},"GlobalCitizenship":"","GradingSchema":"10","IncompatibleSubjects":"CSE4BDC OR CSE3BDC","InnovationEnt":"","InstancesSet":{"results":[{"__metadata":{"id":"","uri":"","type":"","properties":{"AssessmentsSet":{"associationuri":""},"ClassRequirementsSet":{"associationuri":""},"QuotaMgtOrgUnitSet":{"associationuri":""},"ResultEntryOrgUnitsSet":{"associationuri":""},"TeachingOrgUnitSet":{"associationuri":""}}},"Begda":"","Endda":"","Objid":"","ICEmail":"Z.He@latrobe.edu.au","ICKnownAs":"Zhen","ICLastName":"He","ICPernr":"00039743","ICTitle":"Dr","Campus":"Bendigo","CampusCode":"BE","ModeOfDelCode":"D","ModeOfDelivery":"Day","TeachingPeriod":"Semester 1","TeachingPeriodCode":"1","EndDate":"29.05.2020","StartDate":"02.03.2020","Quota":null,"QuotaManagement":"","EnrolmentForecast":"0","InstanceCoordinator":"Zhen He","OnlineEnrolment":true,"SubjectCode":"CSE5BDC","SubjectOfferYear":"2020","AssessmentsSet":{"results":[{"__metadata":{"id":"","uri":"","type":""},"Begda":"","Endda":"","Objid":"","AssessmentComments":"","AssessmentElement":"\u003Cp\u003E10 Laboratory Reports (equivalent to 1000 words)Each lab report is equivalent to a 100 word essay amount of work. The lab reports will be marked and returned to the students before the start of the following lab.\u003C\/p\u003E","AssessmentIlo":"SILO3, SILO4, SILO5","AssessmentPercentage":"10","AssessmentCategory":null,"AssessmentContribution":null,"AssessmentHurdle":false},{"__metadata":{"id":"","uri":"","type":""},"Begda":"","Endda":"","Objid":"","AssessmentComments":"","AssessmentElement":"\u003Cp\u003EOne 3-hour examination (equivalent to 3000 words)\u003C\/p\u003E","AssessmentIlo":"SILO1, SILO2, SILO3, SILO4, SILO6, SILO7","AssessmentPercentage":"60","AssessmentCategory":null,"AssessmentContribution":null,"AssessmentHurdle":false},{"__metadata":{"id":"","uri":"","type":""},"Begda":"","Endda":"","Objid":"","AssessmentComments":"","AssessmentElement":"\u003Cp\u003EProgramming Assignment (equivalent to 2500 words)The students are required to achieve greater than 50% for the non-exam components (including lab reports) as a hurdle\u003C\/p\u003E","AssessmentIlo":"SILO3","AssessmentPercentage":"30","AssessmentCategory":null,"AssessmentContribution":null,"AssessmentHurdle":true}]},"QuotaMgtOrgUnitSet":{"uri":""},"ResultEntryOrgUnitsSet":{"uri":""},"TeachingOrgUnitSet":{"uri":""},"ClassRequirementsSet":{"results":[{"__metadata":{"id":"","uri":"","type":""},"Begda":"","Endda":"","Objid":"","AdditionalInformation":null,"ClassesPerStudent":"1","DeliveryMethod":"Face-to-Face","DurationUnit":"H","EndWeek":"22","Frequency":"Per week","StartWeek":"10","TeachingPeriodDay":"Weekdays","TeachingPeriodTime":"Day","Type":"Computer Laboratory","TypeCode":"CL","MaxClassSize":"0","Duration":"2.00"},{"__metadata":{"id":"","uri":"","type":""},"Begda":"","Endda":"","Objid":"","AdditionalInformation":null,"ClassesPerStudent":"1","DeliveryMethod":"Face-to-Face","DurationUnit":"H","EndWeek":"22","Frequency":"Per week","StartWeek":"10","TeachingPeriodDay":"Weekdays","TeachingPeriodTime":"Day","Type":"Lecture","TypeCode":"LT","MaxClassSize":"0","Duration":"2.00"}]}},{"__metadata":{"id":"","uri":"","type":"","properties":{"AssessmentsSet":{"associationuri":""},"ClassRequirementsSet":{"associationuri":""},"QuotaMgtOrgUnitSet":{"associationuri":""},"ResultEntryOrgUnitsSet":{"associationuri":""},"TeachingOrgUnitSet":{"associationuri":""}}},"Begda":"","Endda":"","Objid":"","ICEmail":"Z.He@latrobe.edu.au","ICKnownAs":"Zhen","ICLastName":"He","ICPernr":"00039743","ICTitle":"Dr","Campus":"Melbourne (Bundoora)","CampusCode":"BU","ModeOfDelCode":"D","ModeOfDelivery":"Day","TeachingPeriod":"Semester 1","TeachingPeriodCode":"1","EndDate":"29.05.2020","StartDate":"02.03.2020","Quota":null,"QuotaManagement":"","EnrolmentForecast":"0","InstanceCoordinator":"Zhen He","OnlineEnrolment":true,"SubjectCode":"CSE5BDC","SubjectOfferYear":"2020","AssessmentsSet":{"results":[{"__metadata":{"id":"","uri":"","type":""},"Begda":"","Endda":"","Objid":"","AssessmentComments":"","AssessmentElement":"\u003Cp\u003E10 Laboratory Reports (equivalent to 1000 words)Each lab report is equivalent to a 100 word essay amount of work. The lab reports will be marked and returned to the students before the start of the following lab.\u003C\/p\u003E","AssessmentIlo":"SILO3, SILO4, SILO5","AssessmentPercentage":"10","AssessmentCategory":null,"AssessmentContribution":null,"AssessmentHurdle":false},{"__metadata":{"id":"","uri":"","type":""},"Begda":"","Endda":"","Objid":"","AssessmentComments":"","AssessmentElement":"\u003Cp\u003EOne 3-hour examination (equivalent to 3000 words)\u003C\/p\u003E","AssessmentIlo":"SILO1, SILO2, SILO3, SILO4, SILO6, SILO7","AssessmentPercentage":"60","AssessmentCategory":null,"AssessmentContribution":null,"AssessmentHurdle":false},{"__metadata":{"id":"","uri":"","type":""},"Begda":"","Endda":"","Objid":"","AssessmentComments":"","AssessmentElement":"\u003Cp\u003EProgramming Assignment (equivalent to 2500 words)The students are required to achieve greater than 50% for the non-exam components (including lab reports) as a hurdle\u003C\/p\u003E","AssessmentIlo":"SILO3","AssessmentPercentage":"30","AssessmentCategory":null,"AssessmentContribution":null,"AssessmentHurdle":true}]},"QuotaMgtOrgUnitSet":{"uri":""},"ResultEntryOrgUnitsSet":{"uri":""},"TeachingOrgUnitSet":{"uri":""},"ClassRequirementsSet":{"results":[{"__metadata":{"id":"","uri":"","type":""},"Begda":"","Endda":"","Objid":"","AdditionalInformation":null,"ClassesPerStudent":"1","DeliveryMethod":"Face-to-Face","DurationUnit":"H","EndWeek":"22","Frequency":"Per week","StartWeek":"11","TeachingPeriodDay":"Weekdays","TeachingPeriodTime":"Day","Type":"Computer Laboratory","TypeCode":"CL","MaxClassSize":"24","Duration":"2.00"},{"__metadata":{"id":"","uri":"","type":""},"Begda":"","Endda":"","Objid":"","AdditionalInformation":null,"ClassesPerStudent":"1","DeliveryMethod":"Face-to-Face","DurationUnit":"H","EndWeek":"22","Frequency":"Per week","StartWeek":"10","TeachingPeriodDay":"Weekdays","TeachingPeriodTime":"Day","Type":"Lecture","TypeCode":"LT","MaxClassSize":"0","Duration":"2.00"}]}}]},"NewVersionDateSIS":"","NotOffered":false,"placementgrp":"","Placementgrptxt":"","PreRequisites":"CSE4OOF AND CSE4DBF","ReadingsSet":{"results":[{"__metadata":{"id":"","uri":"","type":""},"Begda":"","Endda":"","Objid":"","Publisher":"Manning","ResourceDesc":"Recommended","ResourceRequirement":"Recommended","ResourceType":"Other resource","Author":"Chuck Lam","Title":"Hadoop in Action","EditionVolumn":null,"ChapterArticleTitle":"","ChapterIssue":"","OtherDescription":"","SourceLocation":"","URL":"","ISBN":null,"Year":"2010"},{"__metadata":{"id":"","uri":"","type":""},"Begda":"","Endda":"","Objid":"","Publisher":"O\u0027Reilly Media","ResourceDesc":"Recommended","ResourceRequirement":"Recommended","ResourceType":"Other resource","Author":"Tom White","Title":"Hadoop The Definitive Guide","EditionVolumn":null,"ChapterArticleTitle":"","ChapterIssue":"","OtherDescription":"","SourceLocation":"","URL":"","ISBN":null,"Year":"2015"}]},"SCEmail":"Z.He@latrobe.edu.au","SchoolCode":"11310","SCKnownAs":"Zhen","SCLastName":"He","SCPernr":null,"SCTitle":"Dr","SpecialConditions":"","StartDate":"01.01.1970","SubjectCoordinator":"Zhen He","SubjectLevel":"Year Level 5 - Masters","SubjectLevelCode":"5","SubjectOfferYear":"2020","SustainThink":"","WorkExperience":"No placement","WorkExperienceCodeSIS":"","__metadata":{"id":"","uri":"","type":"","properties":{"CertifierOrgunitSet":{"associationuri":""},"GcIloSet":{"associationuri":""},"InstancesSet":{"associationuri":""},"ReadingsSet":{"associationuri":""}}},"School":"Engineering and Mathematical Sciences (Pre 2022)","LearningActivities":"","QuotaConditionsRules":"","QuotaManagementStrategy":null,"Capstone":false,"MinCreditPoint":"","Assumedknowledge":"","CareerReadySet":{"CareerFocused":false,"WorkBasedLearning":"","Source":"","Subject":"","HoursDays":"","Location":"","AdditionalRequirements":""},"AvailabeAsElective":false}}