Essay Big Data Integration Theories – Computer Science Assignment Help

Assignment Task

This week, you will learn the role big data plays in enterprise systems, distributed systems, and data warehousing. You will learn about future trends in these areas and understand the current state-of-the-art practices in these areas.

Big data provides invaluable benefits for a wide range of users. Unfortunately, this information is invaluable to malicious users as well. Attackers can use data for a variety of reasons including identify theft, stealing sensitive corporate information, or even stealing national security information.

All organizations that use big data need to create and adhere to the ethical principles and framework that they create in order to protect the data and how the data are used. Experts agree that the data use should be beneficial, progressive, sustainable, respectful, and fair. Organizations should focus on data that are beneficial to them in terms of what the data can help them with for decision-making and new product/service decisions. If the data are not useful, the organization should not spend the time and money on the data collection. The big data usage should also be progressive. The idea behind using big data should be to engender continuous improvement and innovation. The big data should deliver results, or it is not beneficial to the organization. Organizations should also use the least amount of data necessary to solve the problems or make decisions. Too much data can lead to unclear directions and can be cumbersome to the decision-makers.

In addition, big data should be sustainable in terms of time. The value provided should be sustainable for a reasonable amount of time and provide various answers and directions for the organization. Sustainability is usually considered in terms of the data, algorithmic capacity to be used in math, and lifespan of the data. Organizations that use the data should be respectful of the information and ensure that private information remains private! Finally, the data collected should be used in a fair manner and not scrubbed based on gender, race, age, etc.

The resources for this week will explore the security concerns around data, how it is collected, and how it is used. In addition, through the resources, you will learn about the ethical practices that are implemented by the organizations when using big data. These article and chapter readings will prepare you to complete the assignment for this week.

Be sure to review this week’s resources carefully. You are expected to apply the information from these resources when you prepare your assignments