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Due to this reason, different aggregation methodologies have been developed for specific aggregation functions or classes of aggregation functions.
The interaction-independence of aggregation methodologies that this paper focuses on concerns the actual option to use a single aggregation mechanism over different interaction mechanisms.
Interaction-dependence: Most aggregation methodologies are designed in line with the properties, strengths and constraints of the network interaction mechanism that supports them, i.e., gossiping or routing over tree topologies.
For synchronous changes, the performance of the two aggregation methodologies, i.e., number of messages and convergence speed, becomes comparable as the iterative variance reduction algorithm requires recomputation of the aggregates.
Related aggregation methodologies are function-dependent, interaction-dependent, assume static values or cannot always tolerate duplicates and continuously changing information (Ahmed et al. 2006;Haridasan and van Renesse 2008 Jelasity et al. 2005 Kashyap et al. 2006 Kempe et al. 2003 Nath et al. 2008).
Trend-based assessment was shown to be a useful supplement to reference-based evaluation, being independent of the problems related to defining reference values and indicator aggregation methodologies.
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These differences reflected different sample sizes, the timing of aggregation, and the aggregation methodology (average vs. median).
An aggregation methodology, based on the Choquet integral operator and MACBETH framework, is thus adopted.
It is claimed that the particle aggregation methodology may present several advantages, such as combine simultaneously a high interconnectivity with high mechanical properties that are both critical for an in vivo successful application.
A particle aggregation methodology is proposed in order to achieve an improved integrative bone cartilage interface needed for this application, since any discontinuity is likely to cause long-term device failure.
The IMD aggregation methodology is based on the following principles.
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