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What is Data Provenance

Security, Privacy, and Forensics Issues in Big Data
Data provenance is associated with the records of the inputs, systems, entities, and processes that influence the data of interest, and provide historical records of the data and its origins.
Published in Chapter:
Bootstrapping Urban Planning: Addressing Big Data Issues in Smart Cities
Ankur Lohachab (Kurukshetra University, India)
Copyright: © 2020 |Pages: 30
DOI: 10.4018/978-1-5225-9742-1.ch009
Abstract
Rapid growth of embedded devices and population density in IoT-based smart cities provides great potential for business and opportunities in urban planning. For addressing the current and future needs of living, smart cities have to revitalize the potential of big data analytics. However, a colossal amount of sensitive information invites various computational challenges. Moreover, big data generated by the IoT paradigm acquires different characteristics as compared to traditional big data because it contains heterogeneous unstructured data. Despite various challenges in big data, enterprises are trying to utilize its true potential for providing proactive applications to the citizens. In this chapter, the author finds the possibilities of the role of big data in the efficient management of smart cities. Representative applications of big data, along with advantages and disadvantages, are also discussed. By delving into the ongoing research approaches in securing and providing privacy to big data, this chapter is concluded by highlighting the open research issues in the domain.
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More Results
An Analysis of Privacy Language in the Scholarly Literature on Mental Health Apps
The records of the origin and ownership of information including the movement of information between databases.
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Data Provenance in Scientific Workflows
data provenance can be thought of as the process by which the data instances and the analysis operations that were used to derive a given data instance are identified.
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Blockchain Advances and Security Practices in WSN, CRN, SDN, Opportunistic Mobile Networks, Delay Tolerant Networks
A piece of metadata or records that can be used to trace the validity of source data including all transition steps from the origin to the current location.
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