A brief survey on big data: technologies, terminologies and data-intensive applications

HB Abdalla - Journal of Big Data, 2022 - Springer
The technical advancements and the availability of massive amounts of data on the Internet
draw huge attention from researchers in the areas of decision-making, data sciences …

Big data systems meet machine learning challenges: towards big data science as a service

R Elshawi, S Sakr, D Talia, P Trunfio - Big data research, 2018 - Elsevier
Recently, we have been witnessing huge advancements in the scale of data we routinely
generate and collect in pretty much everything we do, as well as our ability to exploit modern …

Pseudorandom sets in grassmann graph have near-perfect expansion

K Subhash, D Minzer, M Safra - 2018 IEEE 59th Annual …, 2018 - ieeexplore.ieee.org
We prove that pseudorandom sets in the Grassmann graph have near-perfect expansion.
This completes the last missing piece of the proof of the 2-to-2-Games Conjecture (albeit …

[HTML][HTML] Reconsidering big data security and privacy in cloud and mobile cloud systems

AT Lo'ai, G Saldamli - Journal of King Saud University-Computer and …, 2021 - Elsevier
Large scale distributed systems in particular cloud and mobile cloud deployments provide
great services improving people's quality of life and organizational efficiency. In order to …

A model-driven approach to automate data visualization in big data analytics

M Golfarelli, S Rizzi - Information Visualization, 2020 - journals.sagepub.com
In big data analytics, advanced analytic techniques operate on big datasets aimed at
complementing the role of traditional OLAP for decision making. To enable companies to …

Privacy-aware Big Data Analytics as a service for public health policies in smart cities

M Anisetti, C Ardagna, V Bellandi, M Cremonini… - Sustainable cities and …, 2018 - Elsevier
Smart cities make use of a variety of technologies, protocols, and devices to support and
improve the quality of everyday activities of their inhabitants. An important aspect for the …

Big data semantics

P Ceravolo, A Azzini, M Angelini, T Catarci… - Journal on Data …, 2018 - Springer
Big Data technology has discarded traditional data modeling approaches as no longer
applicable to distributed data processing. It is, however, largely recognized that Big Data …

Hadoop-based intelligent care system (HICS) analytical approach for big data in IoT

MM Rathore, A Paul, A Ahmad, M Anisetti… - ACM Transactions on …, 2017 - dl.acm.org
The Internet of Things (IoT) is increasingly becoming a worldwide network of interconnected
things that are uniquely addressable, via standard communication protocols. The use of IoT …

Model-based big data analytics-as-a-service: take big data to the next level

CA Ardagna, V Bellandi, M Bezzi… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
The Big Data revolution promises to build a data-driven ecosystem where better decisions
are supported by enhanced analytics and data management. However, major hurdles still …

[HTML][HTML] Big Data Analytics-as-a-Service: Bridging the gap between security experts and data scientists

CA Ardagna, V Bellandi, E Damiani, M Bezzi… - Computers & Electrical …, 2021 - Elsevier
We live in an interconnected and pervasive world where huge amount of data are collected
every second. Fully exploiting data through advanced analytics, machine learning and …