Exploiting large-scale data analytics platforms with accelerator hardware

Exploiting large-scale data analytics platforms with accelerator hardware

The volume of data being generated today across multiple application domains including scientific exploration, web search, e-commerce and medical research, has continued to grow unbounded. The value of leveraging machine learning to analyze big data has led to the growth in popularity of high-level...

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Online Access:http://hdl.handle.net/2047/D20294268
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spelling ndltd-NEU--neu-cj82sw2622021-04-14T05:26:28ZExploiting large-scale data analytics platforms with accelerator hardwareThe volume of data being generated today across multiple application domains including scientific exploration, web search, e-commerce and medical research, has continued to grow unbounded. The value of leveraging machine learning to analyze big data has led to the growth in popularity of high-level distributed computing frameworks such as Apache Hadoop and Spark. These frameworks have significantly improved the programmability of distributed systems to accelerate big data analysis, whose workload is typically beyond the processing and storage capabilities of a single machine.http://hdl.handle.net/2047/D20294268
collection NDLTD
sources NDLTD
description The volume of data being generated today across multiple application domains including scientific exploration, web search, e-commerce and medical research, has continued to grow unbounded. The value of leveraging machine learning to analyze big data has led to the growth in popularity of high-level distributed computing frameworks such as Apache Hadoop and Spark. These frameworks have significantly improved the programmability of distributed systems to accelerate big data analysis, whose workload is typically beyond the processing and storage capabilities of a single machine.
title Exploiting large-scale data analytics platforms with accelerator hardware
spellingShingle Exploiting large-scale data analytics platforms with accelerator hardware
title_short Exploiting large-scale data analytics platforms with accelerator hardware
title_full Exploiting large-scale data analytics platforms with accelerator hardware
title_fullStr Exploiting large-scale data analytics platforms with accelerator hardware
title_full_unstemmed Exploiting large-scale data analytics platforms with accelerator hardware
title_sort exploiting large-scale data analytics platforms with accelerator hardware
publishDate
url http://hdl.handle.net/2047/D20294268
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