Towards intelligent E-learning systems

M Liu, D Yu - Education and Information Technologies, 2023 - Springer
The prevalence of e-learning systems has made educational resources more accessible,
interactive and effective to learners without the geographic and temporal boundaries …

A survey of distributed data stream processing frameworks

H Isah, T Abughofa, S Mahfuz, D Ajerla… - IEEE …, 2019 - ieeexplore.ieee.org
Big data processing systems are evolving to be more stream oriented where each data
record is processed as it arrives by distributed and low-latency computational frameworks on …

Will NoSQL databases live up to their promise?

N Leavitt - Computer, 2010 - ieeexplore.ieee.org
Will NoSQL Databases Live Up to Their Promise? Page 1 COMPUTER 12 TECHNOLOGY
NEWS Published by the IEEE Computer Society 0018-9162/10/$26.00 © 2010 IEEE Will …

Data warehouse systems

A Vaisman, E Zimányi - Data-Centric Systems and Applications, 2014 - Springer
Since the late 1970s, relational database technology has been adopted by most
organizations to store their essential data. However, nowadays, the needs of these …

Demystifying graph databases: Analysis and taxonomy of data organization, system designs, and graph queries

M Besta, R Gerstenberger, E Peter, M Fischer… - ACM Computing …, 2023 - dl.acm.org
Numerous irregular graph datasets, for example social networks or web graphs, may contain
even trillions of edges. Often, their structure changes over time and they have domain …

Multi-model databases: a new journey to handle the variety of data

J Lu, I Holubová - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
The variety of data is one of the most challenging issues for the research and practice in
data management systems. The data are naturally organized in different formats and …

Survey of vector database management systems

JJ Pan, J Wang, G Li - The VLDB Journal, 2024 - Springer
There are now over 20 commercial vector database management systems (VDBMSs), all
produced within the past five years. But embedding-based retrieval has been studied for …

Big data systems: A software engineering perspective

A Davoudian, M Liu - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
Big Data Systems (BDSs) are an emerging class of scalable software technologies whereby
massive amounts of heterogeneous data are gathered from multiple sources, managed …

A survey on spatio-temporal data analytics systems

MM Alam, L Torgo, A Bifet - ACM Computing Surveys, 2022 - dl.acm.org
Due to the surge of spatio-temporal data volume, the popularity of location-based services
and applications, and the importance of extracted knowledge from spatio-temporal data to …

A survey on data storage and placement methodologies for cloud-big data ecosystem

S Mazumdar, D Seybold, K Kritikos, Y Verginadis - Journal of Big Data, 2019 - Springer
Currently, the data to be explored and exploited by computing systems increases at an
exponential rate. The massive amount of data or so-called “Big Data” put pressure on …