Tag SmartCities

๐Ÿง  AI-Driven Edge Monitoring

CLEVER ensures smart environments stay resilient in 2026, monitoring sensors and workloads in real time, adapting to dynamic conditions, and enabling autonomous decision-making.๐ŸŒŸ Explore more: www.cleverproject.eu

๐ŸŒ Digital Twins for Smart & Resilient Edge Infrastructures

Our research explores the use of digital twin models to simulate, monitor and optimise smart city systems at the edge. With real-time data feeding virtual replicas of physical assets, we enable predictive maintenance, dynamic resource allocation and integrated infrastructure intelligence.โš™๏ธโ€ฆ

ย Why edge > cloud for smart environments?

 โšก Lower latency โšก Reduced bandwidth load โšก Better scalability + fault tolerance ๐ŸŒŸ Follow us on LinkedIn!๐ŸŒŸ Check the updates from the website: www.cleverproject.eu๐ŸŒŸ You can read the post on our website: Full paper in:

Future smart environments

Future smart environments = hybrid continuum where workloads move seamlessly across devices, edge, and cloud.  ๐ŸŒŸ Follow us on LinkedIn!  ๐ŸŒŸ Check the updates from the website: www.cleverproject.eu  ๐ŸŒŸ You can read the post on our website: https://lnkd.in/d4MB_HhM ๐ŸŒŸ Fullโ€ฆ

Why Edge Matters for Smart Environments?

Why edge > cloud for smart environments? โšก Lower latency โšก Reduced bandwidth load โšก Better scalability + fault tolerance  ๐ŸŒŸ Follow us on LinkedIn!  ๐ŸŒŸ Check the updates from the website: www.cleverproject.eu  ๐ŸŒŸ You can read the post on our website:โ€ฆ

New propose: containerised EMDC architecture

We propose a containerised EMDC architecture: scalable pipelines for heterogeneous smart city workloads.  ๐ŸŒŸ Follow us on LinkedIn! ๐ŸŒŸ Check the updates from the website: www.cleverproject.eu  ๐ŸŒŸ You can read the post on our website: https://lnkd.in/d4MB_HhM ๐ŸŒŸ Full paper in: https://zenodo.org/records/14944394  

CLEVER’s concept drift

Concept drift = when real-world sensor data changes, breaking AI models. Our solution: feedback-driven drift detection at the edge.  ๐ŸŒŸ Follow us on LinkedIn! ๐ŸŒŸ Check the updates from the website: www.cleverproject.eu  ๐ŸŒŸ You can read the post on our website:โ€ฆ

Smart cities face concept drift

Smart cities face concept driftโ€”when sensor data streams shift over time, degrading AI predictions.ย Our solution: an edge micro data center (EMDC) architecture with automated drift detection (LSTM + PHT + ADWIN + KSWIN).ย Results: MAPE reduced from 8.5% to 3.88% inโ€ฆ

Boosting Data Trust with Efficient Annotations in Alvarium DCF!

Did you know that Data Confidence Fabrics (DCFs) are revolutionizing how we ensure trust in distributed systems? The Alvarium framework (backed by the Linux Foundation) is leading the charge by decoupling security metadata (โ€œannotationsโ€) from data, enabling scalable, transparent trustโ€ฆ