Michal Zielinski

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End-to-end machine learning pipelines that run in shared environments are challenging to implement. Production pipelines typically consist of multiple interdependent processing stages. Between stages, the intermediate results are persisted to reduce redundant computation and to improve robustness. Those results might come in the form of datasets for data(More)
Nowadays, crucial parts of modern Building Automation and Control Systems (BACS) are active control and monitoring functions. Many of research have been conducted to investigate the support of location-based services (LBS) for individuals in the BACS. Since microlocation technology could be used to enable reliable and precise indoor positioning and(More)
Last mile link is often a bottleneck for end user. However , users typically have multiple ways of accessing the Internet (cellular, ADSL, public Wifi). This observation led to creation of protocols like mTCP [1] or R-MTP [2]. Current bandwidth aggregation protocols are packet based. However, this is not always practical — for example, non-TCP protocols are(More)
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