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Radical Platforms

Venkata Sindhur Gutta

University of the Cumberlands

The pedestrians in smart city centers and crowd congestion use agent-based models to simulate that facilitate communication and visualization of the models. 3D imagining makes it easier to for people to understand smart cities. Smart city has visual reference of locations unique comprising of almost all the indispensable

infrastructures providing a superiority lifestyle to its residents. Big data is used by businesses to make strategic movements, including decisions when appropriately analyzed (Bhavnani and Sylvan, 2017). Analysis of big data is used in studying large amounts of data where valuable information can be uncovered and extracted.

Newer technologies are being employed by big data in smart cities to increase and make use of services in the towns potentially. For example, ICT makes the availability of data collected through its components. This type of technology is also referred to as the Internet of Things, and it does communicate between different connected devices and does exchange data requiring either internet or wireless connections (Colombo, & Ferrari, 2015). This paper gives a brief history of how different organizations in smart cities are using big data to prosper in terms of production and efficiency.

Smart cities are employing the use of Internet of Things strategies to extract data that requires the internet to run. Deploying big data in smart cities has also impacted operations in organizations (Psomakelis et al. 2015). Many organizations are constructing and redefining new models so that they can initiate the use

of big data. Research shows that organizations and companies using big data and investing in it have higher chances of being more productive than those not employing its usage. As with organizations in smart cities, there is technical ability and investment ability importance through the deployment of big data. Organizations th+at have had strategic tools do not have to replace them but use the same means more effectively at their disposal.

Big data, for example, has interfered with production volume and flow of information. Smart cities are collecting unstructured plus structured data of large amounts, which enable them to make decisions that are data-driven for amenities and services provisions' provision (Osman, 2019). On the same, big data is equipping stakeholders with untapped insights into problems within the organization. Smart cities are composed of different characteristics that keep them going. The city has intelligent people, a smart economy, their ways of governing things are bright, their environments are smart, and they have smart mobility.

Manufacturing is improved by big data when workers take advantage of analytics that hates advanced, thus reducing faults and helping minimize time usage and save money. There has been a waste reduction by manufacturers, which has led to an improvement in the quality of production and yields, and by this Six Sigma and Lean programs have been implemented. A six-sigma process, as adapted by many organizations, is a set of techniques used by the management in improving methods of business through reducing error and defeat chances.

Some of the other approaches the manufacturers have employed include advanced analytics. Advanced analytics is how statistics and information or tools of mathematics are applied to the data of the intended business so that there can be an improvement in production (Osman, 2019). By use of this approach, managers can look into past data in history that concern the company and then try to optimize the data or compare them with recent to have an excellent yield at the end of it.

Netflix is the leading company involved with entertainment streaming service This corporation has a wealth of data and analytics and through this it's able to

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Netflix is the leading company involved with entertainment streaming service. This corporation has a wealth of data and analytics, and through this, it's able to provide insight to millions of customers. Netflix Company does collect data from its customers, and then implement models of data analytics to discover the behaviors of their customers and buying patterns. The company keeps its users' interactions on point through screenshot scenes viewed repeatedly, and rates give and the type and number of searches. Through this data, Netflix creates a thorough and comprehensive profile of its customers. Netflix also employs data analytics by employing a recommendation algorithm. This is used to suggest scenes and shows on televisions according to their customers' preferences (Osman, 2019). The services-oriented architecture is a platform that is employed and used in retrieving and analyzing stemming o big data from social networking sites.

The use of big data, the parking meters in Barcelona are efficient and modernized. Barcelona is one of the smart cities anyone would like to land on. The city government is using the Internet of Things to make the city better. Some of the innovations made in the city have yielded cost savings and amended good life for residents in the area: Barcelona advanced bike-sharing and electric car usage.

Having the digitalized bus stops, people have had interactive experiences since they can quickly get updates about their take-offs, access free Wi-Fi, and gets

apps that will help them in knowing more about the city (Rabari and Storper, 2015). A company in Barcelona, Spain, using big data in radical platforms includes the PepsiCo.

Pepsi Company uses some platforms within big data technology to improve its efficiency. It uses an intelligent automation platform, integration of enterprises, data analytics, and an Omni commerce hub channel. These digital platforms have helped in data integration simplification, governance of data through efficient visibility in terms of management and access controls (Singh, & Reddy, 2015). The management in the company has issued artificial intelligence machines that have helped in solution learning.

In terms of security, planning, transport, future-proofing, sustainability, and useful spending, smart cities feel to hit the target they need. Big data uses predictive analysis to avoid troubles in the town. This radical platform is used in studying both geographical and historical data to recognize where crimes are likely to occur. Sensors are used by the cities to provide information about them, for example, what might be lacking and how fast the development of a situation can take. Through the use of historical data, it's easier to curb traffic in the city. Patterns studied help in reducing and minimizing traffic congestions in the cities (Singh and Reddy, 2015). Big data will also modify a city through automation. Automation in the town is used for routing of intelligent trafficking. References

Bhavnani, R., & Sylvan, D. (2017). Simulation and ABM in Foreign Policy. In Oxford Research Encyclopedia of Politics. Retrieved from https://oxfordre.com/politics/politics/abstract/10.1093/acrefore/9780190228637.001.0001/acrefore-9780190228637-e-482

Colombo, P., & Ferrari, E. (2015). Privacy aware access control for big data: A research roadmap. Big Data Research, 2(4), 145-154. Retrieved for

https://www.sciencedirect.com/science/article/pii/S2214579615000489

Osman, A. M. S. (2019). A novel big data analytics framework for smart cities. Future Generation Computer Systems, 91, 620-633. Retrieved from

https://www.sciencedirect.com/science/article/pii/S0167739X17307446

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. retrieved from https://arxiv.org/abs/1607.00509

Rabari, C., & Storper, M. (2015). The digital skin of cities: urban theory and research in the age of the sensored and metered city, ubiquitous computing and big

data. Cambridge Journal of Regions, Economy and Society, 8(1), 27-42. Retrieved from https://academic.oup.com/cjres/article-abstract/8/1/27/304079

Singh, D., & Reddy, C. K. (2015). A survey on platforms for big data analytics. Journal of big data, 2(1), 8. Retrieved from

https://link.springer.com/article/10.1186/s40537-014-0008-6

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Student paper

Venkata Sindhur Gutta

Original source

Venkata Sindhur Gutta

Student paper

University of the Cumberlands

Original source

University of Cumberlands

Student paper

Smart city has visual reference of locations unique comprising of almost all the indispensable infrastructures providing a superiority lifestyle to its residents. Big data is used by businesses to make strategic movements, including decisions when appropriately analyzed (Bhavnani and Sylvan, 2017). Analysis of big data is used in studying large amounts of data where valuable information can be uncovered and extracted. Newer technologies are being employed by big data in smart cities to increase and make use of services in the towns potentially.

Original source

A smart city by definition is a city that is unique and has almost all basic infrastructures providing a superiority lifestyle to its residents Big data is a large amount of data that is used by businesses to make strategic movements including decisions when analyzed properly Analysis of big data is used in studying large amounts of data where valuable information can be uncovered and extracted (Colombo, & Ferrari, 2015) Newer technologies are being employed by big data in smart cities to potentially increase and make use of services in the cities

3/8/2020 Originality Report

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Student paper 100%

Student paper 96%

Student paper 97%

Student paper 98%

Student paper 96%

Student paper 98%

Student paper 91%

Student paper

For example, ICT makes the availability of data collected through its components. This type of technology is also referred to as the Internet of Things, and it does communicate between different connected devices and does exchange data requiring either internet or wireless connections (Colombo, & Ferrari, 2015). This paper gives a brief history of how different organizations in smart cities are using big data to prosper in terms of production and efficiency. Smart cities are employing the use of Internet of Things strategies to extract data that requires the internet to run.

Original source

For example, ICT makes the availability of data collected through its components This type of technology is also referred to as the Internet of Things and it does communicate between different connected devices and does exchange data requiring either internet or wireless connections (Colombo, & Ferrari, 2015) This paper gives a brief history of how different organizations in smart cities are using big data to prosper in terms of production and efficiency Smart cities are employing the use of Internet of Things strategies to extract data that requires the internet to run

Student paper

Deploying big data in smart cities has also impacted operations in organizations (Psomakelis et al.

Original source

Deploying big data in smart cities has also impacted operations in organizations (Psomakelis et al 2015)

Student paper

Many organizations are constructing and redefining new models so that they can initiate the use of big data. Research shows that organizations and companies using big data and investing in it have higher chances of being more productive than those not employing its usage. As with organizations in smart cities, there is technical ability and investment ability importance through the deployment of big data. Organizations th+at have had strategic tools do not have to replace them but use the same means more effectively at their disposal.

Original source

Many organizations are constructing and redefining new models so that they can initiate the use of big data Research shows that organizations and companies using big data and investing in it have higher chances of being more productive than those not employing its usage As with organizations in smart cities, there is technical ability and investment ability importance through the deployment of big data Organizations that have had strategic tools, do not have to replace them but use the same tools more effectively at their disposal

Student paper

Original source

Big data, for example, has interfered with production volume and flow of information Smart cities are collecting unstructured plus structured data of large amount which enable them in making decisions that are data-driven for amenities and services provisions' provision (Osman, 2019) On the same, big data is equipping stakeholders with untapped insights into problems within the organization

Student paper

Smart cities are composed of different characteristics that keep them going. The city has intelligent people, a smart economy, their ways of governing things are bright, their environments are smart, and they have smart mobility. Manufacturing is improved by big data when workers take advantage of analytics that hates advanced, thus reducing faults and helping minimize time usage and save money. There has been a waste reduction by manufacturers, which has led to an improvement in the quality of production and yields, and by this Six Sigma and Lean programs have been implemented.

Original source

Smart cities are composed of different characteristics that keep them going The city has smart people, a smart economy, their ways of governing things are smart, their environments are smart and they have smart mobility Manufacturing is improved by big data when workers take advantage of analytics that hate advanced thus reducing faults and helping minimize time usage and save money There has been a waste reduction by manufacturers which has led to an improvement in the quality of production and yields and by this Six Sigma and Lean programs have been implemented

Student paper

A six-sigma process, as adapted by many organizations, is a set of techniques used by the management in improving methods of business through reducing error and defeat chances. Some of the other approaches the manufacturers have employed include advanced analytics. Advanced analytics is how statistics and information or tools of mathematics are applied to the data of the intended business so that there can be an improvement in production (Osman, 2019). By use of this approach, managers can look into past data in history that concern the company and then try to optimize the data or compare them with recent to have an excellent yield at the end of it.

Original source

A six sigma process as adapted by many organizations is a set of techniques used by the management in improving processes of business through reducing error and defeat chances Some of the other approaches the manufacturers have employed include advanced analytics Advanced analytics is how statistics and information or tools of mathematics are applied to the data of the intended business so that there can be an improvement in production (Osman, 2019) By use of this approach, managers can look into past data in history that concern the company and then try to optimize the data or compare them with recent to have a great yield at the end of it

Student paper

Original source

Netflix as per now will be named the topmost company involved with entertainment streaming service This corporation has a wealth of data and analytics and through this, it's able to provide insight to millions of customers Netflix Company does collect data from its customers, then implement models of data analytics to discover the behaviors of their customers and buying patterns The company keeps its users'

3/8/2020 Originality Report

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Student paper 92%

Student paper 87%

Student paper 93%

Student paper 95%

Student paper 89%

Student paper 91%

Student paper 88%

Student paper 100%

Student paper

interactions on point through screenshot scenes viewed repeatedly, and rates give and the type and number of searches. Through this data, Netflix creates a thorough and comprehensive profile of its customers. Netflix also employs data analytics by employing a recommendation algorithm. This is used to suggest scenes and shows on televisions according to their customers'

Original source

interactions on point through screenshotting scenes viewed repeatedly, rates gives and the type and number of searches Through this data, Netflix creates a thorough and comprehensive profile of its customers Netflix also employs data analytics by employing a recommendation algorithm (Singh, & Reddy, 2015) This is used to suggest scenes and shows on televisions according to their customers'

Student paper

preferences (Osman, 2019). The services- oriented architecture is a platform that is employed and used in retrieving and analyzing stemming o big data from social networking sites. The use of big data, the parking meters in Barcelona are efficient and modernized. Barcelona is one of the smart cities anyone would like to land on.

Original source

provision (Osman, 2019) The services- oriented architecture is a platform that is employed and used in retrieving and analyzing stemming o big data from social networking sites Through the use of big data, the parking meters in Barcelona are efficient and modern Barcelona is one of the smart cities anyone would like to land on

Student paper

The city government is using the Internet of Things to make the city better. Some of the innovations made in the city have yielded cost savings and amended good life for residents in the area: Barcelona advanced bike-sharing and electric car usage. Having the digitalized bus stops, people have had interactive experiences since they can quickly get updates about their take-offs, access free Wi-Fi, and gets apps that will help them in knowing more about the city (Rabari and Storper, 2015).

Original source

The city government is using the Internet of Things to make the city better (Rabari, & Storper, 2015) Some of the innovations made in the city have yielded cost savings and amended good life for residents in the area Barcelona advanced bike-sharing and electric car usage Having the digitalized bus stops, people have had interactive experiences since they can easily get updates about their take-offs, access free Wi-Fi and gets apps that will help them in knowing more about the city

Student paper

A company in Barcelona, Spain, using big data in radical platforms includes the PepsiCo. Pepsi Company uses some platforms within big data technology to improve its efficiency. It uses an intelligent automation platform, integration of enterprises, data analytics, and an Omni commerce hub channel. These digital platforms have helped in data integration simplification, governance of data through efficient visibility in terms of management and access controls (Singh, & Reddy, 2015).

Original source

A company in Barcelona, Spain, using big data in radical platforms includes the PepsiCo Pepsi Company uses some platforms within big data technology to improve its efficiency It uses automation intelligent platform, integration of enterprises, data analytics and an Omni commerce hub channel (Singh, & Reddy, 2015) These digital platforms have helped in data integration simplification, governance of data through efficient visibility in terms of management and access controls

Student paper

The management in the company has issued artificial intelligence machines that have helped in solution learning. In terms of security, planning, transport, future-proofing, sustainability, and useful spending, smart cities feel to hit the target they need. Big data uses predictive analysis to avoid troubles in the town. This radical platform is used in studying both geographical and historical data to recognize where crimes are likely to occur.

Original source

The management in the company has issued artificial intelligence machines that have helped in solution learning In terms of security, planning, transport, future-proofing, sustainability, and effective spending smart cities feel to hit the target they need Big data uses predictive analysis in avoiding troubles in the city This radical platform is used helps in studying both geographical and historical data to recognize where crimes are likely to occur (Osman, 2019)

Student paper

Sensors are used by the cities to provide information about them, for example, what might be lacking and how fast the development of a situation can take. Through the use of historical data, it's easier to curb traffic in the city. Patterns studied help in reducing and minimizing traffic congestions in the cities (Singh and Reddy, 2015). Big data will also modify a city through automation.

Original source

Sensors are also used by these cities to give provide information about the city, for example, what might be lacking and how fast the development of a situation can take Through the use of historical data, it's easier to curb traffic in the city Patterns studied help in curbing and minimizing traffic congestions in the cities Big data will also modify a city through automation

Student paper

Automation in the town is used for routing of intelligent trafficking.

Original source

Automation in the city is used for routing of intelligent trafficking

Student paper

Colombo, P., & Ferrari, E.

Original source

Colombo, P., & Ferrari, E

Student paper

Privacy aware access control for big data: A research roadmap. Big Data Research, 2(4), 145-154. Retrieved for https://www.sciencedirect.com/science/a rticle/pii/S2214579615000489

Original source

Privacy aware access control for big data A research roadmap Big Data Research, 2(4), 145-154 Retrieved for https://www.sciencedirect.com/science/a rticle/pii/S2214579615000489

Student paper

A novel big data analytics framework for smart cities. Future Generation Computer Systems, 91, 620-633. Retrieved from https://www.sciencedirect.com/science/a rticle/pii/S0167739X17307446 Psomakelis, E., Aisopos, F., Litke, A., Tserpes, K., Kardara, M., & Campo, P.

Original source

A novel big data analytics framework for smart cities Future Generation Computer Systems, 91, 620-633 Retrieved from https://www.sciencedirect.com/science/a rticle/pii/S0167739X17307446 Psomakelis, E., Aisopos, F., Litke, A., Tserpes, K., Kardara, M., & Campo, P

3/8/2020 Originality Report

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Student paper 100%

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. retrieved from https://arxiv.org/abs/1607.00509

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 retrieved from https://arxiv.org/abs/1607.00509

Student paper

Rabari, C., & Storper, M.

Original source

Rabari, C., & Storper, M

Student paper

The digital skin of cities: urban theory and research in the age of the sensored and metered city, ubiquitous computing and big data. Cambridge Journal of Regions, Economy and Society, 8(1), 27- 42. Retrieved from https://academic.oup.com/cjres/article- abstract/8/1/27/304079

Original source

The digital skin of cities urban theory and research in the age of the sensored and metered city, ubiquitous computing and big data Cambridge Journal of Regions, Economy and Society, 8(1), 27-42 Retrieved from https://academic.oup.com/cjres/article- abstract/8/1/27/304079

Student paper

Singh, D., & Reddy, C.

Original source

Singh, D., & Reddy, C

Student paper

A survey on platforms for big data analytics. Journal of big data, 2(1), 8. Retrieved from https://link.springer.com/article/10.1186/ s40537-014-0008-6

Original source

A survey on platforms for big data analytics Journal of big data, 2(1), 8 Retrieved from https://link.springer.com/article/10.1186/ s40537-014-0008-6