Investigating the performance of Hadoop and Spark platforms on machine learning algorithms

A Mostafaeipour, A Jahangard Rafsanjani… - The Journal of …, 2021 - Springer
One of the most challenging issues in the big data research area is the inability to process a
large volume of information in a reasonable time. Hadoop and Spark are two frameworks for …

[图书][B] Big data: Algorithms, analytics, and applications

KC Li, H Jiang, LT Yang, A Cuzzocrea - 2015 - books.google.com
As today's organizations are capturing exponentially larger amounts of data than ever, now
is the time for organizations to rethink how they digest that data. Through advanced …

Hadoop ecosystem as enterprise big data platform: perspectives and practices

S Mazumder, S Dhar - International Journal of Information …, 2018 - inderscienceonline.com
Innovation in Hadoop and other related big data technologies in recent past bring on to the
table promises around better management of enterprise data at much lesser cost but with …

Past, present and future of Hadoop: A survey

A Zarei, S Safari, M Ahmadi, F Mardukhi - arXiv preprint arXiv:2202.13293, 2022 - arxiv.org
In this paper, a technology for massive data storage and computing named Hadoop is
surveyed. Hadoop consists of heterogeneous computing devices like regular PCs …

Multi-modal multimedia big data analyzing architecture and resource allocation on cloud platform

KPN Jayasena, L Li, Q Xie - Neurocomputing, 2017 - Elsevier
Multimedia big data analyzing is the new topic that focus on all features of distributed
computing systems that contains of a combination of text, visual and audio modalities. The …

HADOOP-An Open Source Framework for Big Data

MK Gupta, SK Pandey, A Gupta - 2022 3rd International …, 2022 - ieeexplore.ieee.org
In this paper we will discuss about an open source framework for storing and processing a
huge amount of data, known as HADOOP (High Availability Distributed Object Oriented …

Teaching computer science graduate students scholarly literature review techniques

C Liu, R Houdek - Proceedings. Frontiers in Education. 36th …, 2006 - ieeexplore.ieee.org
Most today's students are comfortable and proficient in searching information using network-
based electronic tools. Yet, our experience led us to believe that the majority of these …

Hadoop as Big Data Operating System--The Emerging Approach for Managing Challenges of Enterprise Big Data Platform

S Mazumdar, S Dhar - … on Big Data Computing Service and …, 2015 - ieeexplore.ieee.org
Over last few years, innovation in Hadoop and other related Big Data technologies in last
few years brings on to the table a lot of promises around better management of enterprise …

Big data pre-processing methods with vehicle driving data using MapReduce techniques

W Cho, E Choi - The Journal of Supercomputing, 2017 - Springer
A huge amount of sensing data are generated by a large number of pervasive IoT devices.
In order to find meaningful information from the big data, it is essential to perform pre …

Towards a real-time big data analytics platform for health applications

D Chrimes, MH Kuo, B Moa… - International Journal of …, 2017 - inderscienceonline.com
We established a framework construct to form a big data analytics (BDA) platform using real
volumes of health big data. Existing high-performance computing (HPC) architecture was …