تصفح حسب الموضوع "MapReduce"
السجلات المعروضة 1 -- 4 من 4
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Canny edge detection and Hough transform for high resolution video streams using Hadoop and Spark
( Springer , 2020 , Article)Nowadays, video cameras are increasingly used for surveillance, monitoring, and activity recording. These cameras generate high resolution image and video data at large scale. Processing such large scale video streams to ... -
CloudFlow: A data-aware programming model for cloud workflow applications on modern HPC systems
( Elsevier , 2015 , Article)Traditional High-Performance Computing (HPC) based big-data applications are usually constrained by having to move large amount of data to compute facilities for real-time processing purpose. Modern HPC systems, represented ... -
ConMR: Concurrent MapReduce programming model for large scale shared-Data applications
( Institute of Electrical and Electronics Engineers Inc. , 2013 , Conference Paper)The rapid growth of large-data processing has brought in the MapReduce programming model as a widely accepted solution. However, MapReduce limits itself to a onemap- To-one-reduce framework. Meanwhile, it lacks built-in ... -
Efficient alignment of next generation sequencing data using MapReduce on the cloud
( Institute of Electrical and Electronics Engineers Inc. , 2012 , Conference Paper)This paper presents a methodology for running NGS read mapping tools in the cloud environment based on the MapReduce programming paradigm. As a demonstration, the recently developed and robust sequence alignment tool, ...