Health big data analytics: A technology survey

G Harerimana, B Jang, JW Kim, HK Park - Ieee Access, 2018 - ieeexplore.ieee.org
Because of the vast availability of data, there has been an additional focus on the health
industry and an increasing number of studies that aim to leverage the data to improve …

Advancing logistics 4.0 with the implementation of a big data warehouse: a demonstration case for the automotive industry

N Silva, J Barros, MY Santos, C Costa, P Cortez… - Electronics, 2021 - mdpi.com
The constant advancements in Information Technology have been the main driver of the Big
Data concept's success. With it, new concepts such as Industry 4.0 and Logistics 4.0 are …

CosmoHub: Interactive exploration and distribution of astronomical data on Hadoop

P Tallada, J Carretero, J Casals, C Acosta-Silva… - Astronomy and …, 2020 - Elsevier
Abstract We present CosmoHub (https://cosmohub. pic. es), a web application based on
Hadoop to perform interactive exploration and distribution of massive cosmological datasets …

{Don't} Get Caught in the Cold, Warm-up Your {JVM}: Understand and Eliminate {JVM} Warm-up Overhead in {Data-Parallel} Systems

D Lion, A Chiu, H Sun, X Zhuang, N Grcevski… - … USENIX Symposium on …, 2016 - usenix.org
Many widely used, latency sensitive, data-parallel distributed systems, such as HDFS, Hive,
and Spark choose to use the Java Virtual Machine (JVM), despite debate on the overhead of …

Flexible rule-based decomposition and metadata independence in modin: a parallel dataframe system

D Petersohn, D Tang, R Durrani… - Proceedings of the …, 2021 - par.nsf.gov
Dataframes have become universally popular as a means to represent data in various
stages of structure, and manipulate it using a rich set of operators---thereby becoming an …

Predicting customer's gender and age depending on mobile phone data

IM Al-Zuabi, A Jafar, K Aljoumaa - Journal of Big Data, 2019 - Springer
In the age of data driven solution, the customer demographic attributes, such as gender and
age, play a core role that may enable companies to enhance the offers of their services and …

[책][B] Alluxio: A virtual distributed file system

H Li - 2018 - search.proquest.com
The world is entering the data revolution era. Along with the latest advancements of the
Internet, Artificial Intelligence (AI), mobile devices, autonomous driving, and Internet of …

SLA-based profit optimization resource scheduling for big data analytics-as-a-service platforms in cloud computing environments

Y Zhao, RN Calheiros, G Gange… - … on Cloud Computing, 2018 - ieeexplore.ieee.org
The value that can be extracted from big data greatly motivates users to explore data
analytics technologies for better decision making and problem solving in various application …

Diff: a relational interface for large-scale data explanation

F Abuzaid, P Kraft, S Suri, E Gan, E Xu… - Proceedings of the …, 2018 - dl.acm.org
A range of explanation engines assist data analysts by performing feature selection over
increasingly high-volume and high-dimensional data, grou** and highlighting …

Bench-ranking: a first step towards prescriptive performance analyses for big data frameworks

M Ragab, FM Awaysheh… - 2021 IEEE international …, 2021 - ieeexplore.ieee.org
Leveraging Big Data (BD) processing frameworks to process large-scale Resource
Description Framework (RDF) datasets holds a great interest in optimizing query …