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BUS5WB Data Warehousing And Big Data 2

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  • Course Code: BUS5WB
  • University: La Trobe University
  • Country: Australia

Question:

Assignment Model:

Task: Agile data warehouse development approach

Conduct a critical evaluation of the dimensional models that you designed in assignment 01 (above diagram) to formulate an agile development approach for the corresponding data warehouses. The lecture on data warehouse lifecycle provides a basis for this formulation but you are required to reference external reading on agile and cloud data warehouse solutions (preferably Azure) to determine the critical components that will address the business needs with agile delivery.)

 

Answer:

Agile Data Warehouse Development

Creation of data warehouse is multi quarter, monolithic and large effort subject to waterfall process. In modern age, that is no longer norm as several organizations are selecting to adopt more iterative and flexible design approach. With needs of business changing faster as well as new businesses requiring to adapt as well as leverage the inputs rapidly and concisely. Agile development approach is the methodology of software development which is centered round iterative development’s idea, where the solutions as well as requirements evolve by collaboration between cross functional teams. Agile development’s ultimate value is that this enables in delivering value quicker, with greater predictability as well as quality along with greater aptitude in responding to the changes (Gregory et al. 2016). Agile development approach promote disciplined process which encourages adaptation and inspection. This advocates evolutionary development, early delivery, continual improvement as well as adaptive planning along with this encourages flexible as well as rapid responses to the changes (Kruse 2020). Agile development approach break development of project in small increments which minimize quantity of the up-front design as well as planning. Agile development approach targets mainly development of product as well as complex systems.

This model consists of several tables DimCustomer, FactServiceUsage, DimServiceFacility, DimOrganization, FactService, FactMaintence.R, DimEmployee, DimPermit, FactR.Inspection, DimLand, DimLocation, DimCategory. CustomerID is the primary key for DimCustomer. UsageRecordID is the primary key of FastServiceUSage where CustomerID, FacultyID and EmployeeID are foreign keys. DimServiceFaculty has FacilityID. EntityID is the primary key for DimOrganization. FactService has ServiceID as primary key where PermitID and CategoryID are foreign keys. PermitID is the primary key of DimPermit. RecordID is the primary key of FactMaintence and AttendingStaff and LocationID are the foreign keys. EmployeeID is the primary key of DimEmployee, DimLocation has LocationID as primary key and LandID is the foreign key. FactR.Inspection has InspectionId as primary key and PermitID, LandID and EmployeeID are the foreign keys. DimLand has LandID as primary key. DimCategory has CategoryID as primary key.

DimCustomer table has one-to-many relationship with FactServiceUsage table. DimServiceFacility table has one-to-many with FactServiceUsage table. DimOrganization table has one-to-many relationship with FactService table. FactService table has many-to-one relationship with DimPermit table. FactService has many-to-one relationship with DimCategory. FactR.Inspection has one-to-many relationship with DemPermit. DimLand has one-to-many relationship with FactR.Inspection. DimEmployee has one-to-many relationship with FactR.Inspection table. DimLocation table has many-to-one relationship with DimLand table. FactMaintence.R table has many-to-one with DimLocation table.

 

References

Gregory, P., Lárusdóttir, M., Cajander, Å. and Cockton, G., 2016. Workshop on the integration of user-centred design and agile development: Approach, findings and themes. In Integrating User-Centred Design in Agile Development (pp. 193-203). Springer, Cham.

Kruse, P.M., 2020. Systematic Testing in the Agile Development Process. ATZ worldwide, 122(1), pp.42-45.

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