�ݺ�ߣshows by User: mammol

�ݺ�ߣshows by User: mammol / http://www.slideshare.net/images/logo.gif �ݺ�ߣshows by User: mammol / Tue, 10 Jan 2017 03:35:45 GMT �ݺ�ߣShare feed for �ݺ�ߣshows by User: mammol Spark Based Distributed Deep Learning Framework For Big Data Applications /slideshow/spark-based-distributed-deep-learning-framework-for-big-data-applications/70844837 mymastersthesis-170110033545
Deep Learning architectures, such as deep neural networks, are currently the hottest emerging areas of data science, especially in Big Data. Deep Learning could be effectively exploited to address some major issues of Big Data, such as fast information retrieval, data classification, semantic indexing and so on. In this work, we designed and implemented a framework to train deep neural networks using Spark, fast and general data flow engine for large scale data processing, which can utilize cluster computing to train large scale deep networks. Training Deep Learning models requires extensive data and computation. Our proposed framework can accelerate the training time by distributing the model replicas, via stochastic gradient descent, among cluster nodes for data resided on HDFS.]]>
Deep Learning architectures, such as deep neural networks, are currently the hottest emerging areas of data science, especially in Big Data. Deep Learning could be effectively exploited to address some major issues of Big Data, such as fast information retrieval, data classification, semantic indexing and so on. In this work, we designed and implemented a framework to train deep neural networks using Spark, fast and general data flow engine for large scale data processing, which can utilize cluster computing to train large scale deep networks. Training Deep Learning models requires extensive data and computation. Our proposed framework can accelerate the training time by distributing the model replicas, via stochastic gradient descent, among cluster nodes for data resided on HDFS.]]> Tue, 10 Jan 2017 03:35:45 GMT /slideshow/spark-based-distributed-deep-learning-framework-for-big-data-applications/70844837 mammol@slideshare.net(mammol) Spark Based Distributed Deep Learning Framework For Big Data Applications mammol Deep Learning architectures, such as deep neural networks, are currently the hottest emerging areas of data science, especially in Big Data. Deep Learning could be effectively exploited to address some major issues of Big Data, such as fast information retrieval, data classification, semantic indexing and so on. In this work, we designed and implemented a framework to train deep neural networks using Spark, fast and general data flow engine for large scale data processing, which can utilize cluster computing to train large scale deep networks. Training Deep Learning models requires extensive data and computation. Our proposed framework can accelerate the training time by distributing the model replicas, via stochastic gradient descent, among cluster nodes for data resided on HDFS. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/mymastersthesis-170110033545-thumbnail.jpg?width=120&height=120&fit=bounds" /> Deep Learning architectures, such as deep neural networks, are currently the hottest emerging areas of data science, especially in Big Data. Deep Learning could be effectively exploited to address some major issues of Big Data, such as fast information retrieval, data classification, semantic indexing and so on. In this work, we designed and implemented a framework to train deep neural networks using Spark, fast and general data flow engine for large scale data processing, which can utilize cluster computing to train large scale deep networks. Training Deep Learning models requires extensive data and computation. Our proposed framework can accelerate the training time by distributing the model replicas, via stochastic gradient descent, among cluster nodes for data resided on HDFS.

Spark Based Distributed Deep Learning Framework For Big Data Applications from Humoyun Ahmedov

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0 My Master's Thesis /slideshow/my-masters-thesis-70844792/70844792 59155c9a-ffcd-4910-8806-a1277b0da588-170110033329
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My Master's Thesis from Humoyun Ahmedov

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0 Apache Storm based Real Time Analytics for Recommending Trending Topics and Sentiment Analysis on Cloud Compouting Environment /slideshow/apache-storm-based-reqal-time-analytics-for-recommending/49669457 mysystemdesign-150622043719-lva1-app6892
Apache Storm based Real Time Analytics for Recommending Trending Topics and Sentiment Analysis on Cloud Compouting Environment]]>
Apache Storm based Real Time Analytics for Recommending Trending Topics and Sentiment Analysis on Cloud Compouting Environment]]> Mon, 22 Jun 2015 04:37:19 GMT /slideshow/apache-storm-based-reqal-time-analytics-for-recommending/49669457 mammol@slideshare.net(mammol) Apache Storm based Real Time Analytics for Recommending Trending Topics and Sentiment Analysis on Cloud Compouting Environment mammol Apache Storm based Real Time Analytics for Recommending Trending Topics and Sentiment Analysis on Cloud Compouting Environment <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/mysystemdesign-150622043719-lva1-app6892-thumbnail.jpg?width=120&height=120&fit=bounds" /> Apache Storm based Real Time Analytics for Recommending Trending Topics and Sentiment Analysis on Cloud Compouting Environment

Apache Storm based Real Time Analytics for Recommending Trending Topics and Sentiment Analysis on Cloud Compouting Environment from Humoyun Ahmedov

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0 Apache Storm Internals /slideshow/apache-storm-internals/49669407 storm-150622043501-lva1-app6891
This presentation gives you more detailed overview of Apache Storm (distributed real time computing system)]]>
This presentation gives you more detailed overview of Apache Storm (distributed real time computing system)]]> Mon, 22 Jun 2015 04:35:01 GMT /slideshow/apache-storm-internals/49669407 mammol@slideshare.net(mammol) Apache Storm Internals mammol This presentation gives you more detailed overview of Apache Storm (distributed real time computing system) <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/storm-150622043501-lva1-app6891-thumbnail.jpg?width=120&height=120&fit=bounds" /> This presentation gives you more detailed overview of Apache Storm (distributed real time computing system)

Apache Storm Internals from Humoyun Ahmedov

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0 Hive and Hbase inegration /slideshow/hive-and-hbase-inegration/43267747 hiveandhbaseinegration-150106232447-conversion-gate02
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]]> Tue, 06 Jan 2015 23:24:47 GMT /slideshow/hive-and-hbase-inegration/43267747 mammol@slideshare.net(mammol) Hive and Hbase inegration mammol <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/hiveandhbaseinegration-150106232447-conversion-gate02-thumbnail.jpg?width=120&height=120&fit=bounds" />

Hive and Hbase inegration from Humoyun Ahmedov

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0 Hadoop jon /slideshow/hadoop-jon/42180360 hadoopjon-141130070704-conversion-gate01
This presentation contains very useful information about hadoop]]>
This presentation contains very useful information about hadoop]]> Sun, 30 Nov 2014 07:07:04 GMT /slideshow/hadoop-jon/42180360 mammol@slideshare.net(mammol) Hadoop jon mammol This presentation contains very useful information about hadoop <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/hadoopjon-141130070704-conversion-gate01-thumbnail.jpg?width=120&height=120&fit=bounds" /> This presentation contains very useful information about hadoop

Hadoop jon from Humoyun Ahmedov

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0 https://cdn.slidesharecdn.com/profile-photo-mammol-48x48.jpg?cb=1630137755 Software Developer at Cloud Computing lab of Konkuk University. Actively searching new job positions, especially for web/back-end systems humoyunuz.wordpress.com https://cdn.slidesharecdn.com/ss_thumbnails/mymastersthesis-170110033545-thumbnail.jpg?width=320&height=320&fit=bounds slideshow/spark-based-distributed-deep-learning-framework-for-big-data-applications/70844837 Spark Based Distribute... https://cdn.slidesharecdn.com/ss_thumbnails/59155c9a-ffcd-4910-8806-a1277b0da588-170110033329-thumbnail.jpg?width=320&height=320&fit=bounds slideshow/my-masters-thesis-70844792/70844792 My Master's Thesis https://cdn.slidesharecdn.com/ss_thumbnails/mysystemdesign-150622043719-lva1-app6892-thumbnail.jpg?width=320&height=320&fit=bounds slideshow/apache-storm-based-reqal-time-analytics-for-recommending/49669457 Apache Storm based Rea...