Reference no: EM132638707

Create Data Collection and Management Map for the e-commerce company. The biggest problem the company facing is failure to transform data into actions. The company has all the data collected but they are facing problems to put it to good use.

Using the attached process map(Big Data Value Chain) as a guide, please provide information on each of the following steps. If a particular step does not apply, please explain why. Please refer the attached big data value chain.

a) Data Generation: What data do you need? Where are you going to collect the data from?

b) Data Collection & Transmission: What overall process will you use to collect the data? What format will the data come in? Are there any special considerations in transmitting the data to the storage center?

c) Data Pre-Processing: What pre-processing will you need to do on the data? Integration? Cleaning? Elimination of Redundant Data? Error Correction? Try to be as specific as possible.

d) Data Storage: What kind of storage system do you need? Which parts of ACID are required? How will you handle the CAP theorem?

e) Data Analysis: What kind of analysis do you plan to do with the data? What kind of tools might you need? What kind of visualization will you need?

f) Decision Making: How will decision makers want to receive the data?