Research challenges of big data

M Younas - Service Oriented Computing and Applications, 2019 - Springer
Big data is characterised by new characteristics such as 3Vs (Volume, Velocity, Variety),
and/or 5Vs (Volume, Velocity, Variety, Veracity, and Value). Due to the distinguishing …

Hadoop oriented smart cities architecture

V Diaconita, AR Bologa, R Bologa - Sensors, 2018 - mdpi.com
A smart city implies a consistent use of technology for the benefit of the community. As the
city develops over time, components and subsystems such as smart grids, smart water …

[HTML][HTML] MDICA: Maintenance of data integrity in column-oriented database applications

MJ Suárez-Cabal, P Suárez-Otero, C de la Riva… - Computer Standards & …, 2023 - Elsevier
Current information technologies generate large amounts of data for management or further
analysis, storing it in NoSQL databases which provide horizontal scaling and high …

A multistage protocol for aggregated queries in distributed cloud databases with privacy protection

A Kelarev, X Yi, S Badsha, X Yang, L Rylands… - Future Generation …, 2019 - Elsevier
This article is devoted to the novel situation, where a large distributed cloud database is a
union of several separate databases belonging to individual database owners who are not …

[PDF][PDF] A Preliminary Overview of the Situation in Big Data Testing.

D Staegemann, M Volk, M Pohl, R Häusler, A Nahhas… - IoTBDS, 2021 - scitepress.org
Due to the constantly increasing amount and variety of data produced, big data and the
corresponding technologies have become an integral part of daily life, influencing numerous …

Extracting OLAP cubes from document-oriented NoSQL database based on parallel similarity algorithms

F Davardoost, AB Sangar… - Canadian Journal of …, 2020 - ieeexplore.ieee.org
Today, the relational database is not suitable for data management due to the large variety
and volume of data which are mostly untrusted. Therefore, NoSQL has attracted the attention …

Fully flexible parallel merge sort for multicore architectures

Z Marszałek, M Woźniak, D Połap - Complexity, 2018 - Wiley Online Library
The development in multicore architectures gives a new line of processors that can flexibly
distribute tasks between their logical cores. These need flexible models of efficient …

Storage solutions for big data systems: A qualitative study and comparison

S Khan, X Liu, SA Ali, M Alam - arxiv preprint arxiv:1904.11498, 2019 - arxiv.org
Big data systems development is full of challenges in view of the variety of application areas
and domains that this technology promises to serve. Typically, fundamental design …

A transaction platform for microservices-based big data systems

MT González-Aparicio, M Younas, J Tuya… - … Modelling Practice and …, 2023 - Elsevier
Microservices architecture has increasingly been adopted for building distributed and
scalable applications. The premise is that microservices are designed as smaller software …

Dsp: Schema design for non-relational applications

AA Imam, S Basri, R Ahmad, AA Wahab… - Symmetry, 2020 - mdpi.com
The way a database schema is designed has a high impact on its performance in relational
databases, which are symmetric in nature. While the problem of schema optimization is even …