Big Data Analytics In Organization
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Running head: BIG DATA ANALYTICS IN ORGANIZATIONS 1
BIG DATA ANALYTICS IN ORGANIZATIONS 2
Big Data Analytics In Organizations
Sandeep Kumar Davuluri
University of the Cumberlands
Big Data Analytics in Organizations
In this technological era, big data has significantly contributed to radical alterations within the traditional data analysis platform. When conducting any particular form of analysis either be it voluminous or complex data, they are improving the hardware platforms which seems to be a clear choice for both the software and the hardware decision in regards to satisfying the user needs. Researchers are more focused on creating a significant data analysis approach and these have greatly influenced the establishment of numerous algorithms as well as platforms. In regards to the radical platforms, big data plays a crucial role in aid city transformation from a traditional city to a smart city. Additionally, organizations such as Amazon are applying big data analytics to improve their business operations. The establishment of modern cities has greatly been influenced by the information technology concept since technology is the ultimate controller of the city. Thus, cities need to adopt various information technology techniques to promote innovation and creativity. However, following the different issues impacting the cities force the stakeholders to introduce better application mechanisms in the cities. Some of these problems may include waste management, congestion in traffic, and
pollution. The utilization of big data may be used to elevate these issues through the implementation of participatory sensors within the cities, hence demonstrating the various benefits that at linked to ICT infrastructure to the different businesses as well as organizations operating within the cities. Moreover, the implemented sensors may also promote social networking within the cities, which is the specific knowledge that big data have implemented in smart cities. The RADICAL platform approaches tend to play a crucial role as they allow information technology to innovate new ventures that are related to operations as well as developers such as the inclusion internet and other related ICT infrastructure. Furthermore, the radical platforms also make sure that the integration of tools and components in various projects are supportive of the innovative services being implemented in smart cities. Thus, a company may engage in the data collection activities, data organization, data analysis, data processing as well as visualization of big data sets content attained from the social network. On the other hand, the internet of things allows
push-offs via the programming interface application as well as by pushing the data forward through the radical respiratory (Psomakelis et al., 2016). Numerous organizations across the globe are embracing the utilization of the radical platform approach to be in a position to effectively manage their businesses. Amazon Company is an American based organization that has embraced the radical platform service in its business operations ("Amazon: Using big data to understand customers," 2020). The organization implemented the Amazon Dash Button which is a small device with Wi-Fi that allows the user or an Amazon client to order
house essentials such as toilet paper, washing powder, razor among other related products. The radical innovation in this perspective is allowing the clients to be in a position to order essential goods and the products being delivered on time. However, this technological approach and the business model are major dependents on the new repetitive orders. This is an innovative idea that focuses on satisfying the clients' needs and in turn providing Amazon with a competitive advantage in its business industry As per the radical approach the service application layer is often utilized to create the smart city services Ideally some of the scopes within
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business industry. As per the radical approach the service application layer is often utilized to create the smart city services. Ideally, some of the scopes within
the smart cities tend to comprise citizen journalism as well as urbanism participatory (Townsend, 2016). The integration of these kinds of services also tends to allow the citizens to be in a position to effectively report particular events within the city. The citizens may utilize their common knowledge as well as devices such as smart phones to report an event. For instance, if cycling safety within the city is threatened as cyclists may report crucial information regarding the cycling issue through his or her smart phone. On the other hand, the urban noise Decibel measurement application is another crucial application within the radical platform approach
that involves the utilization of big data. Implementation of noise sensors within the cities tends to efficiently reduce the noise by providing noise reports and reporting them to the relevant authorities within the city. However, for this application to work more efficiently there is the need of implementing and utilizing the use of public services to allow the users to provide feedback regarding the reported issues (Strohbach, Ziekow, Gazis&Akiva, 2015).
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Thus the service needs to allow data collection specifically the venue as well as displaying the appearance of the traffic within the city. The main merit of such an
approach within the city is that it promotes effective decision making within the organizational context. Additionally, the attainment of such innovative ideas needs to include a traffic map of all the city venues. Fundamentally, this concept tends to be dependent on big data to foster an understanding of city appearance. Additionally, through attaining a detailed understanding of the city appearance a researcher is also able to point out different areas within the city that require to be improved, and thus, through the utilization of big data, it is quite easy to establish several approaches to improve the city operations. On the other end, the establishment of services also contributes towards resolving specific issues within the city. Another essential concern regarding the plans of implementing big data to resolve the various issues within the cities is that they need to be provided with sufficient allocation of resources and also reasonable budget needs to be developed to support the efficient running of the application. Providing sufficient resources as well as budget allocation towards big data applications may not harm the financial ability of the organization or the city because it provides solutions to the experienced problems within the city and it allows more innovative ideas to be implemented to create an efficient city. Fundamentally, it tends to take a long period to necessitate the various needed changes within the city. Often various factors such as expenditure in regards to finance tend to come in during renovations or remodeling of the city for transformations. Through the application of big data analytics, the gathering
of data within the entire city is quite possible and easier (Hashem et al., 2016). After the collected data has been selected and evaluation of that data then follows to provide feedback on the specific areas that require to be improved or upgraded as well as to offer strategies on the best way to improve the conditions in the identified areas to achieve a smart city. Thus, appropriate investments as well as strategic investments are essential when it comes to city transformations.
Majorly, big data plays an essential role in city transformation for the creation of smart cities.
References
Amazon: Using big data to understand customers. (2020). Bernard Marr. https://www.bernardmarr.com/default.asp?contentID=712
Hashem, I. A. T., Chang, V., Anuar, N. B., Adewole, K., Yaqoob, I., Gani, A., ...&Chiroma, H. (2016). The role of big data in smart cities. International
Journal of Information Management, 36(5), 748-758. Psomakelis, E., Aisopos, F., Litke, A., Tserpes, K., Kardara, M., & Campo, P. M. (2016). Big IoT and social
networking data for smart cities: Algorithmic improvements on Big Data Analysis in the context of RADICAL city applications. arXiv preprint arXiv:1607.00509. Strohbach, M., Ziekow, H., Gazis, V., &Akiva, N. (2015).Towards a big data analytics framework for IoT and smart city applications. In Modeling and processing for next- generation big-data technologies (pp. 257-282). Springer, Cham. Townsend, A. M. (2016). Smart cities: Big data, civic hackers, and the quest for a new utopia. WW
Norton & Company.
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BIG DATA ANALYTICS IN ORGANIZATIONS 1
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BIG DATA ANALYTICS IN ORGANIZATIONS 2 Big Data Analytics In Organizations
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Big data in the organizations Big data in the organizations
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Sandeep Kumar Davuluri
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Sandeep Kumar Poddutturi
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University of the Cumberlands
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University of the Cumberlands
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Big Data Analytics in Organizations
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Big data in the organizations
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Some of these problems may include waste management, congestion in traffic, and pollution.
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Some of the issues that come up in the cuties include traffic congestion, waste energy and pollution
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On the other hand, the internet of things allows push-offs via the programming interface application as well as by pushing the data forward through the radical respiratory (Psomakelis et al., 2016).
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The internet of things enables pushing off through the application programming interfaces and also forwarding of the data by RADICAL respiratory (Psomakelis et al., 2016)
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The organization implemented the Amazon Dash Button which is a small device with Wi-Fi that allows the user or an Amazon client to order house essentials such as toilet paper, washing powder, razor among other related products. The radical innovation in this perspective is allowing the clients to be in a position to order essential goods and the products being delivered on time.
Original source
The company implemented Amazon Dash Button concerning a small Wi-Fi connected device that allows the user to order essentials of the house, such as washing powder, razor, and toilet paper, among others The radical innovation in this perspective enables customers to order such goods, and the products are delivered to them in time
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As per the radical approach the service application layer is often utilized to create the smart city services. Ideally, some of the scopes within the smart cities tend to comprise citizen journalism as well as urbanism participatory (Townsend, 2016).
Original source
The use of the service application layer, as stated previously from the RADICAL approach, most smart city services are created Ideally, some scopes in the intelligent cities encompass citizen journalism and participatory urbanism (Townsend, 2016)
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On the other hand, the urban noise Decibel measurement application is another crucial application within the radical platform approach that involves the utilization of big data. Implementation of noise sensors within the cities tends to efficiently reduce the noise by providing noise reports and reporting them to the relevant authorities within the city.
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Additionally, the urban noise Decibel measurement application is another important application of the RADICAL approach involving the use of big data The deployment of noise sensors within the cities efficiently minimizes noise by giving reports to relevant authorities concerning the noise around the city
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The main merit of such an approach within the city is that it promotes effective decision making within the organizational context.
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The importance of such an approach is that effective decision-making is enhanced in an organizational context
9/6/2020 Originality Report
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Through the application of big data analytics, the gathering of data within the entire city is quite possible and easier (Hashem et al., 2016). After the collected data has been selected and evaluation of that data then follows to provide feedback on the specific areas that require to be improved or upgraded as well as to offer strategies on the best way to improve the conditions in the identified areas to achieve a smart city.
Original source
By applying big data analytics, the collection of data is possible all over the city (Hashem et al., 2016) After the selection of data, the evaluation of data follows to provide feedback on the areas to be upgraded and to give strategies on how to improve on the conditions of such areas, to have a smart city
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Majorly, big data plays an essential role in city transformation for the creation of smart cities.
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In conclusion, big data plays an important role in the transformation of the city so that it can be a smart city
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Using big data to understand customers.
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Big data helps the organization to understand customers'
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T., Chang, V., Anuar, N.
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T., Chang, V., Anuar, N
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B., Adewole, K., Yaqoob, I., Gani, A., ...&Chiroma, H.
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B., Adewole, K., Yaqoob, I., Gani, A., ...&Chiroma, H
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The role of big data in smart cities. International Journal of Information Management, 36(5), 748-758. Psomakelis, E., Aisopos, F., Litke, A., Tserpes, K., Kardara, M., & Campo, P.
Original source
The role of big data in smart cities International Journal of Information Management, 36(5), 748-758 Psomakelis, E., Aisopos, F., Litke, A., Tserpes, K., Kardara, M., & Campo, P
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Student paper
Big IoT and social networking data for smart cities: Algorithmic improvements on Big Data Analysis in the context of RADICAL city applications. arXiv preprint arXiv:1607.00509. Strohbach, M., Ziekow, H., Gazis, V., &Akiva, N.
Original source
Big IoT and social networking data for smart cities Algorithmic improvements on Big Data Analysis in the context of RADICAL city applications arXiv preprint arXiv:1607.00509 Strohbach, M., Ziekow, H., Gazis, V., & Akiva, N
9/6/2020 Originality Report
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(2015).Towards a big data analytics framework for IoT and smart city applications. In Modeling and processing for next- generation big-data technologies (pp.
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Towards a big data analytics framework for IoT and smart city applications In Modeling and processing for next- generation big-data technologies (pp
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Big data, civic hackers, and the quest for a new utopia. WW Norton & Company.
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Big data, civic hackers, and the quest for a new utopia WW Norton & Company
