Big Data and virtualization for manufacturing cyber-physical systems: A survey of the current status and future outlook

RF Babiceanu, R Seker - Computers in industry, 2016 - Elsevier
The recent advances in sensor and communication technologies can provide the
foundations for linking the physical manufacturing facility and machine world to the cyber …

A general perspective of Big Data: applications, tools, challenges and trends

L Rodríguez-Mazahua, CA Rodríguez-Enríquez… - The Journal of …, 2016 - Springer
Big Data has become a very popular term. It refers to the enormous amount of structured,
semi-structured and unstructured data that are exponentially generated by high …

Bigdatabench: A big data benchmark suite from internet services

L Wang, J Zhan, C Luo, Y Zhu, Q Yang… - 2014 IEEE 20th …, 2014 - ieeexplore.ieee.org
As architecture, systems, and data management communities pay greater attention to
innovative big data systems and architecture, the pressure of benchmarking and evaluating …

VOST: A case study in voluntary digital participation for collaborative emergency management

R Fathi, D Thom, S Koch, T Ertl, F Fiedrich - Information Processing & …, 2020 - Elsevier
Abstract Virtual Operations Support Teams (VOSTs) are a novel form of organized
intelligence-gathering effort that has recently appeared in the emergency management and …

LDBC Graphalytics: A benchmark for large-scale graph analysis on parallel and distributed platforms

A Iosup, T Hegeman, WL Ngai, S Heldens… - Proceedings of the …, 2016 - dl.acm.org
In this paper we introduce LDBC Graphalytics, a new industrial-grade benchmark for graph
analysis platforms. It consists of six deterministic algorithms, standard datasets, synthetic …

Benchmarking big data systems: A review

R Han, LK John, J Zhan - IEEE Transactions on Services …, 2017 - ieeexplore.ieee.org
With the fast development of big data systems in recent years, a variety of open-source
benchmarks have been built to evaluate and compare the workloads on these systems, and …

Benchmarking big data architectures for social networks data processing using public cloud platforms

V Persico, A Pescapé, A Picariello, G Sperlí - Future Generation Computer …, 2018 - Elsevier
When considering popular On-line Social Networks (OSN) containing heterogeneous
multimedia data sources, the complexity of the underlying processing systems becomes …

Systematic review of clustering high-dimensional and large datasets

D Pandove, S Goel, R Rani - … on Knowledge Discovery from Data (TKDD …, 2018 - dl.acm.org
Technological advancement has enabled us to store and process huge amount of data in
relatively short spans of time. The nature of data is rapidly changing, particularly its …

Characterizing and subsetting big data workloads

Z Jia, J Zhan, L Wang, R Han, SA McKee… - 2014 IEEE …, 2014 - ieeexplore.ieee.org
Big data benchmark suites must include a diversity of data and workloads to be useful in
fairly evaluating big data systems and architectures. However, using truly comprehensive …

Cyber physical systems design, methodology, and integration: the current status and future outlook

A Darwish, AE Hassanien - Journal of Ambient Intelligence and …, 2018 - Springer
Emerging cyber-physical systems (CPS) field will impact on every activity of the daily life in
the next few years With the increasing advances in ICT information communication …