Optimized Data Handling

Optimized Data Handling

This expertise area includes 

  • real-time data analysis
  • database optimization
  • data-interoperability
  • combining structured and unstructured data

Accessing and analyzing voluminous and rapidly generated data

Scientific data are generated at increasing speed and abundance due to the miniaturization and parallelization of experiments, the deployment of (remote) sensors and the digitization of experimental practices. In the internet age, data can be shared as rapidly as they are generated, facilitating contemporary collaborative science and knowledge sharing.

The development and application of methods to enable scientists to access and analyze voluminous and rapidly generated data, from radio telescopes to social media, are becoming universally important. 

Example: Sensor networks

One specific area of optimized data handling in which we develop expert knowledge is the management and analysis of sensor network systems. Around us is an increasingly complex set of ever more sophisticated, in many cases distributed, sensor networks monitoring any number of dynamic processes. 

Sensor networks are used to monitor climate conditions, traffic flow, human physiology and health, emergency detection (fires etc), structural health of buildings, vehicle telemetry and machine process management. 

At the same time, novel scientific instruments also generate increasingly large sensor data streams. The science to manage and analyse sensor networks is dependent on disciplines such as wireless communications, protocols, signal processing, embedded systems, streameddata analysis, distributed algorithms, and data management. 

In projects such as Summer in the City and Beyond the Data Explosion we develop expertise and software to tackle the challenges of sensor network systems.

Contact

Technical Lead Data Management & Analytics Dr. Willem van Hage

Willem´s main research topics in the past 10 years are semantics, augmented sense making, visual analytics, information integration, and text mining.

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