- Component / Service / App
- BigDataStack Consortium
BigDataStack - High-performance data-centric stack for big data applications and operations
BigDataStack will deliver a complete high-performance data-centric stack of technologies as a unique combined and cross-optimized offering that addresses the emerging needs of data operations and applications.
- Platform / Framework
- DEEP-Hybrid-DataCloud
DEEPaaS - Deep Learning for everybody
The key concept proposed in the DEEP Hybrid DataCloud project is the need to support intensive computing techniques that require specialized HPC hardware, like GPUs or low-latency interconnects, to explore very large datasets.
- COVID-19 Logistics
- Gonzalo Barranco
COVID-19 mortality prediction tool: spatial epidemiological approach using Serverless Big Data Analytics.
No scientific answer explains spatial variability underlying spread and mortality of this pandemic.
- COVID-19 Medical
- Arnaldo Maccarone
STAG4Covid-19
STAG4Covid-19 is able to semantically categorize texts according to a given categories taxonomy and to extract from the very text the relevant keywords including Named Entities (NE), i.e. health-related entities. We will use as categories the UMLS Concepts Unique Identifiers (CUIs).
- COVID-19 Medical
- Oscar Corcho
DRUGS4COVID
We have annotated the corpus (full papers and their sentences) with their ATC codes, and made this resource available as an easy to query repository. Besides, we are applying probabilistic topic modelling and clustering techniques to cluster drugs, symptoms, diseases, etc.
- COVID-19 Logistics
- Asier Barredo
Supply Chain Simulation in Order to Speed up the Vaccines & Medicines Transport after the D-Day
It is estimated that there will be a period of 2 or 3 years until the world population is vaccinated due to logistical problems.
- COVID-19 Other
- Marcello Petitta
Climate, pollution, meteo data for COVID-19 analysis
The solution is provided in form of a web maps from which all the available data can be explored in terms of fatalities, hospitalization and affected people. Moreover, the climatic condition in terms of temperature, humidity and pollution data.
- COVID-19 People
- Richard Stevens
Ethical Considerations to consider in BIg Data Analytics
This is a series of documents describing the Ethical and legal constraints of using BigData as well as the community position on these topics (before the outbreak of Covid-19) as well as a number of guidelines for assessing and implementing Privacy preserving technologies.
- COVID-19 Medical
- Tocco
Data Sharing
Response to the impacts related to the COVID-19 crisis, and following the fairly unanimous call to accelerate data sharing, as a key contributor to solving this situation, Dawex took the initiative to launch the COVID-19 Data Exchange. This pro bono initiative is already supported by global organ
- Platform / Framework
- CLASS Consortium
CLASS -Edge an d Cloud Computation: A Highly distributed Software for Big Data Analytics
Current trends towards the use of big data technologies in the context of smart cities suggest the need for developing novel software development ecosystems upon which advanced mobility functionalities can be developed.