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Graphics hardware / Java platform / Virtual reality / Java Native Interface / Cross-platform software / Java remote method invocation / Graphics processing unit / Java / Accelerator / Computing / Concurrent computing / GPGPU


HeteroSpark: A Heterogeneous CPU/GPU Spark Platform for Machine Learning Algorithms Peilong Li, Yan Luo, Yu Cao, Ning Zhang University of Massachusetts Lowell
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Document Date: 2015-03-26 01:30:48

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File Size: 829,18 KB

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Company

GPU / Yu / /

Facility

Ning Zhang University of Massachusetts Lowell / Func.so Existing GPU library / /

IndustryTerm

web service / image processing / learning algorithms / /

Organization

Ning Zhang University of Massachusetts Lowell / /

Person

Yan Luo / /

Position

HeteroSpark Architecture Spark Master Spark Worker / JVM Spark Worker / Network GPU HeteroSpark Worker / GPU HeteroSpark Worker / marshal and unmarshal parameters CPU Worker JVM Call Remote Method Serialized Data Deserialized Data RMI Client GPU Worker / Spark worker / Remote GPU HeteroSpark Worker / Original Spark Spark Worker / Cao / /

ProgrammingLanguage

C / XML / Java / /

Technology

learning algorithms / XML / Machine Learning Algorithms / bioinformatics / Machine learning / image processing / Java / /

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