March 23, 2017
by Markus
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Creating and Analyzing Source Code Repository Models – A Model-based Approach to Mining Software Repositories

Abstract—With mining software repositories (MSR), we analyze the rich data created during the whole evolution of one or more software projects. One major obstacle in MSR is the heterogeneity and complexity of source code as a data source. With model-based … Continue reading

September 30, 2014
by Markus
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Model-Based Mining of Source Code Repositories

Abstract—The Mining Software Repositories (MSR) field analyzes the rich data available in source code repositories (SCR) to uncover interesting and actionable information about software system evolution. Major obstacles in MSR are the heterogeneity of software projects and the amount of data that … Continue reading

June 24, 2013
by Markus
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SrcRepo: A model-based framework for analyzing large scale software repositories

This is a brief introduction to a new research subject that I recently started working on. It serves as a case-study for very large EMF models and applying big data techniques to EMF, which is my current research subject. I … Continue reading

June 24, 2013
by Markus
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EMF Modeling in Traffic Surveillance Experiments

Abstract—We use a wireless sensor network equipped with acceleration sensors to measure seismic waves caused by rolling traffic. In this paper, we report on our experiences in applying an EMF-based data infrastructure to these experiments. We built an experimentation infrastructure … Continue reading

March 22, 2013
by Markus
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From Earthquake Detection to Traffic Surveillance – About Information and Communication Infrastructures for Smart Cities

Abstract—Smart cities use networks of sensors, actuators, and centralized computing clusters to observe physical reality, derive information, and thereby influence citizens and authorities. Smart city applications therefore require three components to work: wireless sensor networks, geo-information systems, and frameworks for … Continue reading

March 22, 2013
by Markus
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Automated and Transparent Model Fragmentation for Persisting Large Models

Abstract—It is hard to experiment with test-beds for communi- cation networks: data produced in the network has to be retrieved and analyzed, networks must be reconfigured before and between experiments, data is often little structured (log-files) and analysis methods and … Continue reading