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Now showing items 11-16 of 16
Big data velocity management-from stream to warehouse via high performance memory optimized index join
(
IEEE
, 2020 , Article)
Efficient resource optimization is critical to manage the velocity and volume of real-time streaming data in near-real-time data warehousing and business intelligence. This article presents a memory optimisation algorithm ...
A comprehensive analysis of healthcare big data management, analytics and scientific programming
(
IEEE
, 2020 , Article)
Healthcare systems are transformed digitally with the help of medical technology, information systems, electronic medical records, wearable and smart devices, and handheld devices. The advancement in the medical big data, ...
Integration of federated machine learning and blockchain for the provision of secure big data analytics for Internet of Things
(
Elsevier
, 2021 , Article)
Big data enables the optimization of complex supply chains through Machine Learning (ML)-based data analytics. However, data analytics comes with challenges such as the loss of control and privacy leading to increased risk ...
Blockchain-Enhanced Data Sharing with Traceable and Direct Revocation in IIoT
(
IEEE Computer Society
, 2021 , Article)
The industrial Internet of Things (IIoT) supports recent developments in data management and information services, as well as services for smart factories. Nowadays, many mature IIoT cloud platforms are available to serve ...
Are enterprises ready for big data analytics? A survey-based approach
(
Inderscience Publishers
, 2017 , Article)
Big data analytics is a fascinating topic in the field of computer science and information systems as it challenges fundamental aspects of computation. The aim of this study is to investigate the acceptance and usage of ...
The role of statistics in data-centric engineering
(
Elsevier B.V.
, 2018 , Article)
We explore the role of statistics for Big Data analysis arising from the emerging field of Data-Centric Engineering. Using examples related to sensor-instrumented bridges, we highlight a number of issues and challenges. ...