How does horizontal and vertical partitioning compare in terms of their benefits?
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- How does data partitioning enhance the efficiency of Big Data processing?If so, do you have any particular ways for tracking data flows that you would suggest?How do newer methods of data collection like JAD and RAD stack up against the status quo? What are the main advantages of using a group approach?
- Problem: Security breaches and confidentiality of personal data are important considerations in modern system design. We have all heard the saying that “knowledge is power.” With the collection, categorization, and analysis of big data, companies can know more about their clients as a whole than the sum of their individual activities. The simple example of selling subscriber mailing lists has been dealt with, but what about mining transactions to create a custom profile of client trends, and then selling this aggregate information? A company cannot pass on your personal information to another company, but can it pass on the metadata of all of its clients? For example, can a company that supplies web hosting for ecommerce sites mine the transactions of those websites and sell the aggregate traffic information to competing companies? Search the literature on this subject and produce a report on the legal, moral, and ethical considerations of such an activity. Question: explain…How does data partitioning enhance the performance of a data warehouse, and what strategies can be employed for efficient partitioning?Problem: Security breaches and confidentiality of personal data are important considerations in modern system design. We have all heard the saying that “knowledge is power.” With the collection, categorization, and analysis of big data, companies can know more about their clients as a whole than the sum of their individual activities. The simple example of selling subscriber mailing lists has been dealt with, but what about mining transactions to create a custom profile of client trends, and then selling this aggregate information? A company cannot pass on your personal information to another company, but can it pass on the metadata of all of its clients? For example, can a company that supplies web hosting for ecommerce sites mine the transactions of those websites and sell the aggregate traffic information to competing companies? Search the literature on this subject and produce a report on the legal, moral, and ethical considerations of such an activity. Question: Discuss…