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While existing technologies like XML are capable of handling the structural and syntactic differences between the heterogeneous formats, these technologies cannot resolve any semantic incompatibilities.
In Earth Sciences, more than in any other science, the ensemble of these data is characterized by heterogeneous formats and graphical representation modes.
Although there are relatively few major data sources for LCA, the data themselves are presented with highly heterogeneous formats, interfaces, and distribution mechanisms.
Two geodatabases, namely Integrated Geodatabase IGG) and Regularized 2.5D Geodatabase (R2.5DG), were created to store and integrate digital data sets in heterogeneous formats.
During the design phase of a chemical plant, information is created by various software tools and stored in heterogeneous formats, such as technical documents, CAE databases, or simulation files.
In this paper, we present a prototype system, an integrated data management system, which is capable of querying, retrieving, and visualizing datasets with heterogeneous formats and large sizes without requiring users to have any knowledge of any other specific software.
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Big Data platforms allow the storage and analysis of high volumes of data with heterogeneous format from different sources.
The heterogeneous storage formats and systems of these modeling tools limit the reuse of models because semantic relationships among models originating from different or even the same tool cannot be maintained.
Resources containing extensive genomic annotations are available but often not fully utilized due to heterogeneous data formats.
Data interoperability: in practice an interoperable solution or a solution that provides interoperability needs to deal with heterogeneous data formats.
Hive is an open source data warehouse project with an extension based on Hadoop cloud computing platform published by apache software foundation, thus it supports a wide of data types, various kinds of structured and unstructured data with complex and heterogeneous storage formats [11].
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inconsistent formats
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