Big data stream analysis: a systematic literature review

T Kolajo, O Daramola, A Adebiyi - Journal of Big Data, 2019 - Springer
Recently, big data streams have become ubiquitous due to the fact that a number of
applications generate a huge amount of data at a great velocity. This made it difficult for …

Challenges and solutions for processing real-time big data stream: a systematic literature review

E Mehmood, T Anees - IEEE Access, 2020 - ieeexplore.ieee.org
Contribution: Recently, real-time data warehousing (DWH) and big data streaming have
become ubiquitous due to the fact that a number of business organizations are gearing up to …

A survey of distributed data stream processing frameworks

H Isah, T Abughofa, S Mahfuz, D Ajerla… - IEEE …, 2019 - ieeexplore.ieee.org
Big data processing systems are evolving to be more stream oriented where each data
record is processed as it arrives by distributed and low-latency computational frameworks on …

On big data stream processing

D Namiot - International Journal of Open Information Technologies, 2015 - cyberleninka.ru
In this paper, we would like to discuss data stream processing in the big data area. Our goal
is to provide a quick introduction and survey of the technical solutions for big data streams …

A review on big data real-time stream processing and its scheduling techniques

N Tantalaki, S Souravlas… - International Journal of …, 2020 - Taylor & Francis
Over the last decade, several interconnected disruptions have happened in the large scale
distributed and parallel computing landscape. The volume of data currently produced by …

Real-time stream processing for Big Data

W Wingerath, F Gessert, S Friedrich… - it-Information …, 2016 - degruyter.com
With the rise of the web 2.0 and the Internet of things, it has become feasible to track all
kinds of information over time, in particular fine-grained user activities and sensor data on …

SAMOA: A platform for mining big data streams

G De Francisci Morales - … of the 22nd International Conference on World …, 2013 - dl.acm.org
Social media and user generated content are causing an ever growing data deluge. The
rate at which we produce data is growing steadily, thus creating larger and larger streams of …

Data stream analysis: Foundations, major tasks and tools

M Bahri, A Bifet, J Gama, HM Gomes… - … Reviews: Data Mining …, 2021 - Wiley Online Library
The significant growth of interconnected Internet‐of‐Things (IoT) devices, the use of social
networks, along with the evolution of technology in different domains, lead to a rise in the …

Time series big data: a survey on data stream frameworks, analysis and algorithms

A Almeida, S Brás, S Sargento, FC Pinto - Journal of Big Data, 2023 - Springer
Big data has a substantial role nowadays, and its importance has significantly increased
over the last decade. Big data's biggest advantages are providing knowledge, supporting …

Big data: From beginning to future

I Yaqoob, IAT Hashem, A Gani, S Mokhtar… - International Journal of …, 2016 - Elsevier
Big data is a potential research area receiving considerable attention from academia and IT
communities. In the digital world, the amounts of data generated and stored have expanded …