Spark Distributed Real-Time Data and GPU Parallel Computing Based on 5G Virtual Reality

Y Chang, D Chang, L Li, Z Qiao - IEEE Consumer Electronics …, 2022 - ieeexplore.ieee.org
5G virtual reality has attracted many manufacturers and users with its unique immersion,
interactivity and imagination characteristics, which has become the focus of new markets …

vGPUPCD: Design and Implementation of Virtual GPU on Private Cloud Desktop

T Gui, S Zhou, B Gu, J Chen, D Li… - 2022 IEEE 2nd …, 2022 - ieeexplore.ieee.org
This paper proposes to design and implement GPU virtualization on the Private Cloud
Desktop merged into the Teaching and Practical Platform of Zhijiang College of Zhejiang …

Spark distributed system and GPU parallel computing

D Chang, Z Qiao, Q Zheng, L Li - International Conference on …, 2023 - spiedigitallibrary.org
This study mainly uses virtual reality technology (Virtual Reality, VR) to create the basic
theoretical knowledge and analysis of real-time data processing and GPU parallel …

Real-time big data stream processing using GPU with spark over hadoop ecosystem

MM Rathore, H Son, A Ahmad, A Paul… - International Journal of …, 2018 - Springer
In this technological era, every person, authorities, entrepreneurs, businesses, and many
things around us are connected to the internet, forming Internet of thing (IoT). This generates …

A case for remote GPUs over 10GbE network for VR applications

S Morishima, M Okazaki, H Matsutani - Proceedings of the 8th …, 2017 - dl.acm.org
VR technology that enables users to experience environments made by computer similar to
real environments has become popular. In VR technology, computation cost of graphic …

[PDF][PDF] Multi-GPU parallel computing and task scheduling under virtualization

Y Zhang, J Yuan, X Lu, X Zhao - International Journal Hybrid …, 2015 - gvpress.com
Abstract General Purpose Graphics Units (GPGPUS) have seen a tremendous rise in
scientific computing application. To fully utilize the powerful parallel computing ability of …

Accelerating the big data analytics by gpu-based machine learning: A survey

K Bhargavi, BS Babu - Proceedings of International Symposium on Sensor …, 2018 - Springer
Today a large volume of structured and unstructured data is being generated online; the
main sources for big data are social media profiles, MOOC (massive open online courses) …

Performance enhancement of GPU parallel computing using memory allocation optimization

CH Lin, JC Liu, PK Yang - 2020 14th International Conference …, 2020 - ieeexplore.ieee.org
The Fourier transform converts a signal from its original domain to a representation in the
frequency domain. Applications of the Fourier Transform are far-reaching, spanning fields …

Design and Implementation of E-Commerce Big Data Analysis System Based on Hadoop

X Ye, M Jonilo - Proceedings of the 2023 4th International Conference …, 2023 - dl.acm.org
With the rapid development of the e-commerce industry and the continuous increase of data
scale, how to efficiently analyze and mine e-commerce data has become an urgent problem …

Development of Big Data Multi-VM Platform for Rapid Prototyping of Distributed Deep Learning

CH Wu, CN Chuang, WY Chang, WF Tsai - … Congress, Held as Part of the …, 2018 - Springer
The present study utilizes VirtualBox virtual environment technology to develop the personal
big data multi-VM platform with four-node Spark and Hadoop cluster that can effectively …