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Spatially hierarchical sampling of T. marchalianum populations revealed a lack of genetic differentiation at all but the largest scale (streams separated by ∼450 km), suggesting that overland dispersal and gene flow may be important drivers of diversity and genetic structure in this fungus, homogenizing populations within and between streams regionally.
At the largest scale, stream flow and water isotope dynamics showed a more flashy response.
'Big Data' technologies can efficiently process large-scale streams of data generated by mobile phone sensors, embedded systems for smart city infrastructures and smart sensors running residential applications, such as energy management, and ambient assisting living.
Incremental partial least squares (IPLSs) is a variant of the partial least squares method that effectively reduces dimensions from large-scale streaming data and improves the classification accuracy.
So while the idea of a large-scale streaming music service is certainly appealing, the more you think about the increasingly unattractive wireless situation (at least here in the U.S). the excitement, I don't know, lessens.
However, a dilemma we have to face is that, on the one hand, the labeled patterns play a pivotal role for the learning algorithms; but on the other hand, labeling patterns is often expensive in terms of the computation time or cost, particularly for the large-scale streaming data, which is intractable.
These large scale tidal stream power generation systems are going to be connected to power systems and one of the important subjects that should be investigated is its impacts on power system stability.
On the top of the stack are many Spark wrappers such as Spark Streaming (Large Scale real-time stream processing), Blink DB (queries with bounded errors and bounded response times on very large data) [23], GraphX (Resilient distributed Graph System on Spark) [24] and MLBase (distributed machine learning library based on Spark) [25].
While in our little corner of the world we are working to develop a new business model for organic farming, the fact remains that the current world food system requires standardization, large scale, and "simplified" streams of money flowing through a few major pipelines.
Before the invention of the internet - and, through that, the large scale sharing and streaming of music - there was a pyramid-like pattern to the consumption of outré sounds.
The combined model determines the optimal design of an ORC that recovers multiple waste heat streams in a large scale background process using an intermediate heat transfer stream.
Write better and faster with AI suggestions while staying true to your unique style.
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com