CT047-3-M: Analysis and Solutions (Proposing a Big Data Conceptual Framework): Big Data Analytics And Technology Assignment, AUTI, Malaysia
University | Asia Pacific University of Technology and Innovation (AUTI) |
Subject | CT047-3-M Big Data Analytics And Technology Assignment |
Tasks (60%)
Part 2 – Analysis and Solutions (Proposing a Big Data Conceptual Framework).
Description:
The Meteorological Department of Malaysia has appointed you recently as the person in charge of proposing a conceptual big data analytics framework to help the department extract and uncover the hidden patterns as well as applicable information that are useful to yield better weather forecast results. As we know, the analysis of weather data includes temperature, air pressure, wind speed, wind direction, humidity, rainfall, etc.
Are You Searching Answer of this Question? Request Malaysian Writers to Write a plagiarism Free Copy for You.
The conventional way of predicting the weather utilizing these data is a tedious and complex task, this is because these data are disorganized, and they are usually stored in multiple formats, in separate files, and in multiple computers. Hence the weather prediction is a human-intensive task since it may require workers to collect, copy, transfer, and combine a lot of heterogeneous weather data from multiple files/ sources into experimental datasets. Furthermore, the accuracy of the collected data may also be affected because errors might occur during the process.
At this point, you have found out that collecting weather data from sensors installed in multiple locations are not done in real-time but on a periodic basis. In addition, these weather data are unprocessed (raw data) and they are stored into flat files or DBMS directly, which you think this conventional way is inefficient and expensive.
This is because handling such enormous and increasing amounts of data has caused the processing infrastructure to become costly and time consuming. Besides, you also noticed that the department staff process and analyse the abundance of weather data using only basic statistic tools with less visualization techniques. As a result, the obtained results may not be analysed and interpreted in a speedy and efficient manner.
Therefore, your key task is to design and then propose a conceptual big data solution framework (ingestion, storage, processing, analysis, visualisation) for the department to develop a functional weather forecasting system with intelligent features. This framework shall be able to provide faster speed and cheaper cost than the conventional practice. Your proposed framework solution must address the followings:
• The benefits of weather forecasting towards the improvement of human life.
• Big data eco-system (diagram).
• Adoption of big data tool for each layer, with sound justifications.
• Data security & privacy.
• Citation relatedness to the stated problem.
Stuck in Completing this Assignment and feeling stressed ? Take our Private Writing Services.
Get Help By Expert
Looking for unparalleled support in CT047-3-M Big Data Analytics and Technology assignments? Your search ends here! As the recognized best assignment helper in Malaysia, we are dedicated to assisting Malaysian students in completing their college essays with ease. Conveniently pay our experts for personalized guidance, ensuring success in your coursework. Bid farewell to academic uncertainties and welcome triumph with our comprehensive support.
Recent Solved Questions
- BEO1106 Business Statistics Case Study, VU, Malaysia you are required to conduct a regression analysis to estimate the relation between Number of Rooms and Advertised Price
- BBPW3203: Financial Management II Assignment, OUM, Malaysia Explain the defensive tactics that firms can use to resist hostile takeovers
- FBWFF1013: Fundamentals of Finance Case Study, UUM, Malaysia Taking into consideration the fact that the $98,000 home price will grow at 4% per year, what will be the future median home selling price
- Corporate Finance Essay, MUM, Malaysia Based on the 5-year forecasting, identify the points in the 5-year periods where the company will need additional external financing
- Data Science Coursework, APU, Malaysia Explain your dataset in detail: source, number and types of attributes
- BNRS 6222: Epidemiology Essay, LUC, Malaysia The nursing profession plays an integral role in all aspects of emergencies, including pandemic disease
- Marketing Assignment, UNM, Malaysia Classify firms according to the 4 different roles they might play leader, challenger, follower, and niche
- Capital Markets and Global Perspective Case Study, UOL, Malaysia Roy K., chief financial officer (CFO) of Flashing Sports Inc., was thinking about the bright prospects for his company’s fast-growing outdoor
- Finance Accounting and Management Report, UON, Malaysia You have been hired as a management consultant to analyze the current financial position of the company
- Management Assignment, MU, Malaysia Select any ONE restaurant chain in Malaysia that you are familiar with. Compare decision-making in certain conditions