Lightweight distributed parallel computing system and method
The invention discloses a lightweight distributed parallel computing system and a method, and the system comprises a heterogeneous computing node module which comprises a plurality of host computing nodes in mutual communication, and two computing nodes are respectively provided with a resource mana...
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Format | Patent |
Language | Chinese English |
Published |
15.05.2020
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Abstract | The invention discloses a lightweight distributed parallel computing system and a method, and the system comprises a heterogeneous computing node module which comprises a plurality of host computing nodes in mutual communication, and two computing nodes are respectively provided with a resource management module and a distributed computing program APP software module; and the system further comprises an algorithm module. The method comprises the following steps: the APP software module converts the to-be-processed data into a distributed data set; the distributed data set and the algorithm module are respectively divided; a plurality of groups of distributed sub-data sets and processing data operators are obtained, division results are deployed to a plurality of available computing nodes,each processing data operator computes the corresponding distributed sub-data set, and all the computing results are integrated through an APP software module and then a final distributed parallel computing result is output. |
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AbstractList | The invention discloses a lightweight distributed parallel computing system and a method, and the system comprises a heterogeneous computing node module which comprises a plurality of host computing nodes in mutual communication, and two computing nodes are respectively provided with a resource management module and a distributed computing program APP software module; and the system further comprises an algorithm module. The method comprises the following steps: the APP software module converts the to-be-processed data into a distributed data set; the distributed data set and the algorithm module are respectively divided; a plurality of groups of distributed sub-data sets and processing data operators are obtained, division results are deployed to a plurality of available computing nodes,each processing data operator computes the corresponding distributed sub-data set, and all the computing results are integrated through an APP software module and then a final distributed parallel computing result is output. |
Author | ZHANG GUANGMING YOU CHANGJUN YIN JINYONG XU GUOQIANG WANG WEIQIANG XU ZHENPENG |
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Snippet | The invention discloses a lightweight distributed parallel computing system and a method, and the system comprises a heterogeneous computing node module which... |
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Title | Lightweight distributed parallel computing system and method |
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