[图书][B] Big data: principles and paradigms

R Buyya, RN Calheiros, AV Dastjerdi - 2016 - books.google.com
… ’s data generated has been generated in the last 2 years. These were the key motivators …
the Big Data paradigm. Unlike traditional data warehouses that rely in highly structured data

On paradigm of industrial big data analytics: From evolution to revolution

Z Yang, Z Ge - IEEE Transactions on Industrial Informatics, 2022 - ieeexplore.ieee.org
… Therefore, starting from the perspective of industrial big data analyticsparadigm under the
background of industrial big data: (1) The evolution of the industry big data analytics paradigm

Big Data, new epistemologies and paradigm shifts

R Kitchin - Big data & society, 2014 - journals.sagepub.com
… This article examines how the availability of Big Data, coupled with new data analytics, … the
extent to which they are engendering paradigm shifts across multiple disciplines. In particular, …

Paradigm of IoT big data analytics in the healthcare industry: A review of scientific literature and mapping of research trends

T Saheb, L Izadi - Telematics and informatics, 2019 - Elsevier
paradigm has emerged in which IoT and big data analytics are … disruptive paradigm as
IoTBDA or IoT Big Data Analytics. … of convergence of IoT and big data analytics in the healthcare …

Big data analytics as-a-service: Issues and challenges

CA Ardagna, P Ceravolo… - … on big data (big data), 2016 - ieeexplore.ieee.org
… -as-a-Service (BDAaaS) as the next-generation Big Data Analytics paradigm and we
discuss issues and challenges from the BDAaaS design and development perspective. …

Power systems big data analytics: An assessment of paradigm shift barriers and prospects

H Akhavan-Hejazi, H Mohsenian-Rad - Energy Reports, 2018 - Elsevier
big data call for customized methods and platforms. This paper provides an assessment of
the distinguished aspects in big data analytics … associated with big data analytics in power …

[PDF][PDF] A survey on cleaning dirty data using machine learning paradigm for big data analytics

MZH Jesmeen, J Hossen, S Sayeed, CK Ho… - Indones. J. Electr. Eng …, 2018 - academia.edu
data investigation. In this paper, an overview is initiated to identify the potential of data cleaning
in big data analytics … to understand data quality criteria of dirty data to able to clean data

Data science: A new paradigm in the age of big-data science and analytics

CE Concolato, LM Chen - New Mathematics and Natural …, 2017 - World Scientific
… reliant on real-world data observations and collections, which … paradigms of science
developments where Big-Data Science is at the fourth paradigm.See Table 1 for the four paradigms

Big data: A survey-the new paradigms, methodologies and tools

EG Caldarola, AM Rinaldi - … Big Data Analytics and BI-methodologies …, 2015 - scitepress.org
… art in the Big Data technologies scenario. Thus, after a characterization of the new paradigm
under study, this work aims at surveying the most spread technologies under the Big Data

Mapping the big data landscape: technologies, platforms and paradigms for real-time analytics of data streams

T Dubuc, F Stahl, EB Roesch - IEEE Access, 2020 - ieeexplore.ieee.org
… We introduced Big Data processing as being an interdisciplinary enterprise. The reasons
for this stem from the requirements for handling big volumes of data with minimal processing …