Bio-inspired computation for big data fusion, storage, processing, learning and visualization: state of the art and future directions

AI Torre-Bastida, J Díaz-de-Arcaya, E Osaba… - Neural Computing and …, 2021 - Springer
This overview gravitates on research achievements that have recently emerged from the
confluence between Big Data technologies and bio-inspired computation. A manifold of …

A joint study of the challenges, opportunities, and roadmap of mlops and aiops: A systematic survey

J Diaz-De-Arcaya, AI Torre-Bastida, G Zarate… - ACM Computing …, 2023 - dl.acm.org
Data science projects represent a greater challenge than software engineering for
organizations pursuing their adoption. The diverse stakeholders involved emphasize the …

PADL: A modeling and deployment language for advanced analytical services

J Díaz-de-Arcaya, R Miñón, AI Torre-Bastida, J Del Ser… - Sensors, 2020 - mdpi.com
In the smart city context, Big Data analytics plays an important role in processing the data
collected through IoT devices. The analysis of the information gathered by sensors favors …

Managing big data stream pipelines using graphical service mesh tools

M Faizan, C Prehofer - 2021 IEEE Cloud Summit (Cloud …, 2021 - ieeexplore.ieee.org
Current big data frameworks like Apache Flink and Spark enable efficient processing of
large-scale streaming data in a distributed setup. For the management of such data …

FAML: Fog Descriptor Language for Fog Service Development and Deployments

AH Ibrahim, ZT Fayed… - 2022 5th International …, 2022 - ieeexplore.ieee.org
Cloud-centric services are experiencing major challenges due to the tsunami of
computations and data streaming. Some of these challenges are bandwidth, latency …

Modélisation Formelle des Systèmes Fog: vers l'Analyse et la Validation de leur Comportement

S Marir - 2022 - theses.hal.science
Le Fog computing est un nouveau paradigme émergent présentant un nombre important de
défis. Basés sur les systèmes IoT (Internet of Things), les systèmes Fog sont définis afin de …

A Resilient and Robust Edge-Cloud Network System Supporting CPS

T Sen, H Shen, W Saad, T Doan - … on Mobile Ad Hoc and Smart …, 2021 - ieeexplore.ieee.org
Many outages of cloud computing services are caused by the natural disasters or common
causes such as software failure, hardware failure, cyber attacks, and power outage. As a …