Our analysis illustrates that the Big Data analytic is a fast-growing, influential practice and a key enabler for the social business. This paper covers the leading tools and technologies for big data storage and processing. Hadoop, Map Reduce, and No SQL are the major big data technologies. ...
big data will enter the era of proactive decision-making. By instantly analyzing what happened and what is happening, big data applications can make precise decisions in real time. For example, in urban traffic management scenarios, big data technologies can collect and analyze vehicle location ...
“The book offers a good overview of big data technologies, which keeps a live link between theoretical background and live applications. As such, the text rises up as a starting point for engineers and researchers in the field of big data applications.” (Alexander Tzanov, Computing Reviews,...
7. Foundation Models for Big Data Big data management for pre-training Big data management for fine-tuning Big data management for prompt-tuning Prompt Engineering and its Management Foundation Model Operationalization for multiple users 8. Big Data Applications Complex Big Data Applications in Science...
In the era of the fourth industrial revolution (Industry 4.0), big data has major impact on businesses, since the revolution of networks, platforms, people and digital technology have changed the determinants of firms' innovation and competitiveness. An ongoing huge hype for big data has been gai...
and format which will pose a major challenge to the dependability of our designed systems. As these systems oftentend to become inert, fragile, and vulnerable after a period of running. Effectively improving the dependability of sensor, cloud, big data systems and applications has become ...
, will give intelligent support for business decisions. We have to do the same for developing various applications. Moreover, motivated by the big data analytics needs, new computing and storage technologies are developing rapidly and pushing for new high-end hardware geared toward big data ...
Data can be automatically classified, relationships associated, and new relationships found, so that data can be collected and integrated without worrying about schemas and data descriptions, yet providing a data description. Big Data applications on the Semantic Web include, but are not limited to,...
Nowadays, the efficiency of Machine Learning (ML) mechanisms in the Internet of Things (IoT) prompts the researchers and developers to use these emerging technology in different academic and real-world applications. IoT systems could be integrated with t
Special Issue "Applications of Big Data and AI" A special issue of Electronics (ISSN 2079-9292). This special issue belongs to the section "Computer Science & Engineering". Deadline for manuscript submissions:15 February 2024 01Special Issue Editors ...