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Spatial index is a data structure used to improve the efficiency of spatial data operations on data objects.
Data replication by employing quorum systems is an important concept to improve operation availability on data objects in distributed systems that have strong data consistency demands.
This is typically achieved through a manual tagging of category labels on data objects, by a domain expert (or through the consensus of multiple experts).
cyREST follows ROD recommendations for sensible mappings between CRUD operations (create, read, update, and delete) and HTTP operations (POST, GET, PUT, DELETE) on data objects.
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An outlier is defined based on the density of data objects existing in its neighborhood.
One category is monitoring functions over the union of distributed data streams, and the other one is monitoring a ranking function, which is based on the dominance relationship of data objects over distributed data streams.
Named-Data Networking (NDN) is a promising architectural approach that focuses on the efficient distribution of data objects.
Clustering is a descriptive task to identify homogeneous groups of data objects based on the dimensions (i.e., the values of the attributes).
However, their algorithms are inappropriate for the top-k monitoring problem we studied, because their ranking functions are based on the dominance relationship of data objects rather than the aggregate numeric values from distributed data streams.
The problems of processing of informational data on linear objects of engineering communications networks at all stages of the life cycle of data objects (design, installation, operation) are considered.
Table 3 Running a custom function on distributed data objects Table 4 Running a custom reduction function on distributed data objects.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com