cse5bdc big data management on the cloud
BIG DATA MANAGEMENT ON THE CLOUD
CSE5BDC
2020
Credit points: 15
Subject outline
In 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.
SchoolEngineering and Mathematical Sciences
Credit points15
Subject Co-ordinatorZhen He
Available to Study Abroad/Exchange StudentsYes
Subject year levelYear Level 5 - Masters
Available as ElectiveNo
Learning ActivitiesN/A
Capstone subjectNo
Subject particulars
Subject rules
PrerequisitesCSE4OOF AND CSE4DBF
Co-requisitesN/A
Incompatible subjectsCSE4BDC OR CSE3BDC
Equivalent subjectsN/A
Quota Management StrategyN/A
Quota-conditions or rulesN/A
Special conditionsN/A
Minimum credit point requirementN/A
Assumed knowledgeN/A
Learning resources
Hadoop in Action
Resource TypeOther resource
Resource RequirementRecommended
AuthorChuck Lam
Year2010
Edition/VolumeN/A
PublisherManning
ISBNN/A
Chapter/article titleN/A
Chapter/issueN/A
URLN/A
Other descriptionN/A
Source locationN/A
Hadoop The Definitive Guide
Resource TypeOther resource
Resource RequirementRecommended
AuthorTom White
Year2015
Edition/VolumeN/A
PublisherO'Reilly Media
ISBNN/A
Chapter/article titleN/A
Chapter/issueN/A
URLN/A
Other descriptionN/A
Source locationN/A
Career Ready
Career-focusedNo
Work-based learningNo
Self sourced or Uni sourcedN/A
Entire subject or partial subjectN/A
Total hours/days requiredN/A
Location of WBL activity (region)N/A
WBL addtional requirementsN/A
Graduate capabilities & intended learning outcomes
Graduate Capabilities
Intended Learning Outcomes
Subject options
Select to view your study options…
Bendigo, 2020, Semester 1, Day
Overview
Online enrolmentYes
Maximum enrolment sizeN/A
Subject Instance Co-ordinatorZhen He
Class requirements
Computer LaboratoryWeek: 10 - 22
One 2.00 hours computer laboratory per week on weekdays during the day from week 10 to week 22 and delivered via face-to-face.
LectureWeek: 10 - 22
One 2.00 hours lecture per week on weekdays during the day from week 10 to week 22 and delivered via face-to-face.
Assessments
Assessment element | Category | Contribution | Hurdle | % | ILO* |
---|---|---|---|---|---|
10 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. | N/A | N/A | No | 10 | SILO3, SILO4, SILO5 |
One 3-hour examination (equivalent to 3000 words) | N/A | N/A | No | 60 | SILO1, SILO2, SILO3, SILO4, SILO6, SILO7 |
Programming 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 | N/A | N/A | Yes | 30 | SILO3 |
Melbourne (Bundoora), 2020, Semester 1, Day
Overview
Online enrolmentYes
Maximum enrolment sizeN/A
Subject Instance Co-ordinatorZhen He
Class requirements
Computer LaboratoryWeek: 11 - 22
One 2.00 hours computer laboratory per week on weekdays during the day from week 11 to week 22 and delivered via face-to-face.
LectureWeek: 10 - 22
One 2.00 hours lecture per week on weekdays during the day from week 10 to week 22 and delivered via face-to-face.
Assessments
Assessment element | Category | Contribution | Hurdle | % | ILO* |
---|---|---|---|---|---|
10 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. | N/A | N/A | No | 10 | SILO3, SILO4, SILO5 |
One 3-hour examination (equivalent to 3000 words) | N/A | N/A | No | 60 | SILO1, SILO2, SILO3, SILO4, SILO6, SILO7 |
Programming 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 | N/A | N/A | Yes | 30 | SILO3 |