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The interfacial conditions during the incremental iteration process are satisfied by means of the line blocks.
Silicon Valley prides itself on innovation, but really spends most of its time on rapid incremental iteration.
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In agile methodologies, the development is done in incremental iterations in integrated teams.
Finally, the approach proposed in [27] implements bulk and incremental iterations in Stratosphere [1].
While it is flush with cash from its stake in China's Alibaba, the company has been reorganizing its leadership, and has faced criticism for its product strategy being too focused on "incremental" iterations, despite the rush of acquisitions during Mayer's tenure.
Note that TM′ < TM and TR′ < TR. iiHadoop accelerates the incremental iterative computation by executing iterations asynchronously (i.e., two iterations can concurrently process their data).
Moreover, the asynchronous iteration execution significantly improves the time making the proposed incremental iterative approach the best choice for this class of computation.
All major components of SWIFT (weighted iterative sampling, the incremental EM iterations, and efficient LDA-based merging) are designed to be efficiently scalable to big datasets, providing a significant improvement over the existing soft clustering methods 9– 14, 14.
Perform a few (incremental) EM iterations on with as initial parameters.
Then, the significant functionalities of iiHadoop including iterative processing, incremental processing, and asynchronous iteration execution are explained.
In addition, iiHadoop improves the performance by executing iterations asynchronously, and employing locality-aware scheduling for the map and reduce tasks taking into account the incremental and iterative behavior.
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