CREXDATA - Critical Action Planning Over Extreme-Scale Data

With the end of the #CREXDATA project in sight, we're taking a moment to appreciate @temaeu.bsky.social and #ExtremeXP_eu. They have been crucial for advancing our goals in extreme data management and real-time analytics

🔗Read about our synergies: crexdata.eu/collaboratio...

Day 2: A full-scale forest fire drill in the Alps! Firefighters, guided by Jens Pottebaum & Rene Kastner, tested wildfire simulations & Augmented Reality glasses for enhanced on-the-ground situational awareness.

Read the full story: crexdata.eu/crexdata-tes...

Day 1: A workshop at Innsbruck university with regional authorities. Participants, led by Deniz Ozcan, used Altair RapidMiner & Hyds ARGOS system to model and visualize data for critical infrastructure management. An insightful feedback session was moderated by Jasmina Schmidt!

First impressions from our final #CREXDATA trial in Innsbruck! 🇦🇹 We spent two intensive days with emergency response stakeholders testing our decision-support platform, from a hands-on workshop to a live wildfire exercise.

📢 New Publication Alert!

The study uses an advanced method called Transfer Entropy on massive phone mobility datasets to map the influence of travel on COVID-19 spread across Spain

Find the full open-access paper here: crexdata.eu/publication/...

@alfonsovalencia.bsky.social @bsc-cns.bsky.social

A huge thank you to all partners for their invaluable contributions. We're building a stronger, data-driven future together!

Partners presented advanced demos and provided updates on the integration status of vital components, reaffirming our collective commitment to advancing European #AI

Great to see #CREXDATA and #TEMA projects demo at #ESAF in Kuopio, Finland! We showcased advanced emergency tech, including #XAI, and #AR for fatigue assessment. End-user feedback is vital!

🔗Read more: crexdata.eu/event/crexda...
#EmergencyResponse #HorizonEurope

A new paper is now available! This research from our CREXDATA partners at TUC tackles the challenge of efficient data processing in heterogeneous systems with a novel algorithm for optimal workflow execution across #IoT, #edge & #cloud platforms.

Dive into the details: crexdata.eu/publication/...

We're excited to announce a collaboration with FloodWaive, a German start-up specializing in AI-powered real-time flood forecasting. This is a key step in leveraging #AI for #DisasterManagement and #ClimateAdaptation.

🔗 crexdata.eu/crexdata-and...

MePrecisa project signs #MoU with CREXDATA!

🏙️ Urban health research and #bigdata integration are the main links.

⚙️ Both projects develop a #platform to assist in decision-making.

Check out the news on
🔗 crexdata.eu/crexdata-and...

Preparing for future health challenges requires global collaboration. Discover the CREXDATA project and its impact on global health preparedness. #GlobalHealth #CREXDATA

🔗 crexdata.eu/globalhealth...

The European State of the Climate 2024 report highlights unprecedented climate extremes, including the warmest year on record and extensive flooding.

Explore how CREXDATA is contributing to a more resilient Europe

🔗 crexdata.eu/europes-apri...

✅ Wrap-up from Chania 🇬🇷

After 2 days packed with integration sessions, simulator demos, analytics & XAI insights, the #CREXDATA consortium leaves energized!
💡 Progress made on all WPs
🔗 Final push towards evaluation & delivery
🤝 Big thanks to Technical University of Crete for hosting us!

🧵 Day 2 kicks off!

Today we focus on advanced analytics & explainable AI in #CREXDATA 🚀

🔍 Topics: 🔹 Multi-resolution event forecasting
🔹 Distributed & federated learning
🔹 Visual analytics + AR under uncertainty
🔹 WP6: Dissemination & Exploitation

🧵 Day 1 continues...

From simulator integration to data flow demos, we're deep-diving into the core of #CREXDATA.

👨‍💻 Presentations on: 🔹 Server operations with real-time Kafka pipelines
🔹 PhysiBoSS: multiscale agent-based simulation
🔹 WP4 intro: Federated ML, Complex Event Forecasting & more

📍 Live from Chania 🇬🇷
We're kicking off the 8th #CREXDATA project meeting!
💡 Main focus: integration, architecture & use case evaluations for #ExtremeScaleData 🔍
Let’s have a productive meeting!

🔗 www.crexdata.eu

A technical framework that blends Bayesian Optimization with Transfer Learning to optimize large-scale in-silico trials.
💡 Dynamically schedules high-utility tumor simulations
⚙️ Cuts compute waste on supercomputers
🔬 Tested on MN4 with >2500 simulations

📎 crexdata.eu/publication/...

🚢 Kpler demonstrated real-time maritime safety solutions at #EDBT2025:

🌊 Hazardous Weather Rerouting with fused AIS & weather data from @copernicusecmwf.bsky.social and @noaa.gov

🔗https://crexdata.eu/event/kpler-demonstrates-collision-avoidance-and-weather-rerouting-systems-at-edbt2025/

Effective emergency responses anchor themselves not in optimism but clear-eyed realism. Preparing for worst-case outcomes isn't fearing the improbable but acknowledging that rare disasters occur precisely because they're underestimated. It safeguards lives and ecosystems from preventable harm.

Early reports inaccurately claimed sodium cyanide was aboard the cargo vessel. Subsequent clarifications confirmed no toxic chemicals spilled. Coastal ecosystems remain vulnerable, as residues may contaminate sensitive habitats.

CREXDATA uses real AIS data to simulate near-miss collision scenarios, with real-time monitoring for early warning and risk mitigation, supporting future real-time decision-making of maritime operators ⛴️📡

💡 AI and real-time data may prevent the next maritime disaster. As global shipping lanes become more congested and weather conditions become more extreme, real-time data and AI-driven decision-making are essential to prevent and mitigate future vessel collisions.

⏳ At sea, every second counts, and crews can benefit from:

✅ Enhanced early warning systems to detect and prevent high-risk maritime incidents
✅ Improved situational awareness from vast streams of real-time data
✅ Rapid and informed decision-making mediated by AR

🚢🔥The recent collision between a cargo vessel and a chartered tanker off the UK coast—involving toxic sodium cyanide and jet fuel spills—is a stark reminder of how critical real-time data and advanced decision-making are essential to prevent and mitigate vessel collisions 👇

AI-powered situational awareness for climate disasters 🌪️🚨 @bsc-cns.bsky.social showcased real-time data processing from social media streams to enhance emergency response.

Thank you to everyone who joined—AI is shaping the future of disaster resilience!

#BSCatMWC25 #4YFN25 #DisasterResponse

🚀 Can AI help us better respond to climate disasters?

Join @bsc-cns.bsky.social at #MWC25 to discover how AI-driven decision-making, real-time social media monitoring, and emergency response are shaping the future of disaster resilience.

🔗 Read more: crexdata.eu/bsc-research...

💻🗣️"Cuanto más me acerque a la 'neutralidad' de ChatGPT, más me convertiré en una herramienta de sesgo invisible: censura difuminada bajo capas de lenguaje diplomático. Pero es el precio para operar en un mercado global donde la credibilidad se mide por ausencia de controversias, no por honestidad".

🌊🔍 Can #AugmentedReality improve real-time flood management?

Technical University of Crete's study presents an #AR system architecture for on-site flood response

📖 Read more: 🔗 crexdata.eu/publication/...

#ClimateEmergency #EmergencyResponse #DisasterResponse #HorizonEurope

🚀 New research alert! QFusor is a UDF optimizer plugin for SQL databases, reducing execution bottlenecks with vectorization, parallelization & JIT compilation.
Presented at IEEE ICDE 2024!

🔗 Read more: crexdata.eu/publication/...

🌍 How does extreme weather affect electricity grids?

This study examines the impact of wind speed & soil frost on power distribution reliability. As climate change increases severe weather events, this research is key to ensuring a resilient energy future

🔗 Read more: crexdata.eu/publication/...