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Title: :  INCOPRATING CUDA IN HADOOP IMAGE PROCESSSING INTERFACE FOR DISTRIBUTED IMAGE PROCESSING
PaperId: :  2841
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 4 2016
DUI:    16.0415/IJARIIE-2841
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Helly PatelL.J.I.E.T.
Krunal PanchalL.J.I.E.T.

Abstract

Computer Engineering
Hadoop, CUDA, GPU, GPGPU, Distributed system, Parallel system
This paper presents parallel processing based on integrated approach of Hadoop and CUDA for large scale image processing. It makes the use of high reliability, scalability and fault tolerance capability of Hadoop system and high computing power of CUDA for processing huge amount of images in highly efficient manner.so the main aim is to improve performance of image processing task by using features of both, Hadoop and CUDA and to overcome the problem that are occur while processing large no of images in customary sequential manner. The proposed model serves as a good candidate solution for both type of applications i.e. data intensive application and compute intensive application. As Hadoop performs well for data intensive application through the use of HDFS and CUDA serves best in case of compute intensive application, integration of both the framework provides faster execution for image processing task. Image storage is provided through Hadoop Distributed File System and Map and Reduce primitive of Hadoop Mapreduce will be performed using CUDA on GPU.

Citations

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IJARIIE Helly Patel, and Krunal Panchal. "INCOPRATING CUDA IN HADOOP IMAGE PROCESSSING INTERFACE FOR DISTRIBUTED IMAGE PROCESSING" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 4 2016 Page 93-98
MLA Helly Patel, and Krunal Panchal. "INCOPRATING CUDA IN HADOOP IMAGE PROCESSSING INTERFACE FOR DISTRIBUTED IMAGE PROCESSING." International Journal Of Advance Research And Innovative Ideas In Education 2.4(2016) : 93-98.
APA Helly Patel, & Krunal Panchal. (2016). INCOPRATING CUDA IN HADOOP IMAGE PROCESSSING INTERFACE FOR DISTRIBUTED IMAGE PROCESSING. International Journal Of Advance Research And Innovative Ideas In Education, 2(4), 93-98.
Chicago Helly Patel, and Krunal Panchal. "INCOPRATING CUDA IN HADOOP IMAGE PROCESSSING INTERFACE FOR DISTRIBUTED IMAGE PROCESSING." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 4 (2016) : 93-98.
Oxford Helly Patel, and Krunal Panchal. 'INCOPRATING CUDA IN HADOOP IMAGE PROCESSSING INTERFACE FOR DISTRIBUTED IMAGE PROCESSING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 4, 2016, p. 93-98. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/INCOPRATING_CUDA_IN_HADOOP_IMAGE_PROCESSSING_INTERFACE_FOR_DISTRIBUTED_IMAGE_PROCESSING_ijariie2841.pdf (Accessed : ).
Harvard Helly Patel, and Krunal Panchal. (2016) 'INCOPRATING CUDA IN HADOOP IMAGE PROCESSSING INTERFACE FOR DISTRIBUTED IMAGE PROCESSING', International Journal Of Advance Research And Innovative Ideas In Education, 2(4), pp. 93-98IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/INCOPRATING_CUDA_IN_HADOOP_IMAGE_PROCESSSING_INTERFACE_FOR_DISTRIBUTED_IMAGE_PROCESSING_ijariie2841.pdf (Accessed : )
IEEE Helly Patel, and Krunal Panchal, "INCOPRATING CUDA IN HADOOP IMAGE PROCESSSING INTERFACE FOR DISTRIBUTED IMAGE PROCESSING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 4, pp. 93-98, Jul-Aug 2016. [Online]. Available: https://ijariie.com/AdminUploadPdf/INCOPRATING_CUDA_IN_HADOOP_IMAGE_PROCESSSING_INTERFACE_FOR_DISTRIBUTED_IMAGE_PROCESSING_ijariie2841.pdf [Accessed : ].
Turabian Helly Patel, and Krunal Panchal. "INCOPRATING CUDA IN HADOOP IMAGE PROCESSSING INTERFACE FOR DISTRIBUTED IMAGE PROCESSING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 4 ().
Vancouver Helly Patel, and Krunal Panchal. INCOPRATING CUDA IN HADOOP IMAGE PROCESSSING INTERFACE FOR DISTRIBUTED IMAGE PROCESSING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : ]; 2(4) : 93-98. Available from: https://ijariie.com/AdminUploadPdf/INCOPRATING_CUDA_IN_HADOOP_IMAGE_PROCESSSING_INTERFACE_FOR_DISTRIBUTED_IMAGE_PROCESSING_ijariie2841.pdf
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