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An approach to dynamic reconfiguration of data processing networks on sensor networks is DFuse [16].
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The current reconfiguration of old data wrongly understates the benefits of screening mammography".
Hence, the main contributions of this paper are (i) a mechanism to enable non-quiescent reconfiguration of distributed data stream systems, and (ii) a prototype middleware that implements the mechanism.
More specifically, the main contributions of this work include a mechanism to enable safe and non-disruptive software reconfiguration of distributed data stream systems, and a prototype middleware that implements the mechanism.
Here, there is visual information at different levels of representation ranging from reconfiguration of raw video data to representations that analyze the data around the variables in question (Fig. 6).
When a system is divided into a set of configurable modules, it is mandatory to make sure that the reconfiguration does not cause any loss of data in the reconfigurable modules during the PR process.
Given the expected time to carry it out and the amount of data that may be lost if reconfiguration is due to node failures, we analyze the conditions under which it is better to perform a complete or a fast reconfiguration, using only the otherwise unused time or stopping data to run an exclusive reconfiguration.
Considering the aforementioned challenges and related technological risks, this paper presents a concept for automated data-driven reconfiguration of digital assistance systems.
The proposed model is tested with real data involving the reconfiguration of an actual company's distribution network in the United States and Canada.
A clear division of data and application logics enables context-awareness and facilitates the reconfiguration process, when new information should be added into the system.
The criterion used to decide here is the amount of data that would be lost as a consequence of the time taken to complete the reconfiguration.
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