Scheduling strategy for achieving locality in cluster

The data locality is divided into two levels.One is called the node data locality,which placing tasks on nodes that contain their input data.The other one is called the rack data locality,which placing tasks on nodes whose rack contains their input data.A new scheduling strategy called DDRF is propo...

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Main Authors: Ping GUO, Li-jiang NING, Hai-zhu CHEN
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2014-11-01
Series:Tongxin xuebao
Subjects:
Online Access:http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.z2.001/
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author Ping GUO
Li-jiang NING
Hai-zhu CHEN
author_facet Ping GUO
Li-jiang NING
Hai-zhu CHEN
author_sort Ping GUO
collection DOAJ
description The data locality is divided into two levels.One is called the node data locality,which placing tasks on nodes that contain their input data.The other one is called the rack data locality,which placing tasks on nodes whose rack contains their input data.A new scheduling strategy called DDRF is proposed which combines the DRF and the delay.The DDRF is not only able to meet high locality but also achieve fairness.In the DDRF,the simulation results show the influence on the efficiency of jobs’ implement.
format Article
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institution Kabale University
issn 1000-436X
language zho
publishDate 2014-11-01
publisher Editorial Department of Journal on Communications
record_format Article
series Tongxin xuebao
spelling doaj-art-edb64b38d588474ba40d317987cfaba22025-01-14T06:45:01ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2014-11-01351859688758Scheduling strategy for achieving locality in clusterPing GUOLi-jiang NINGHai-zhu CHENThe data locality is divided into two levels.One is called the node data locality,which placing tasks on nodes that contain their input data.The other one is called the rack data locality,which placing tasks on nodes whose rack contains their input data.A new scheduling strategy called DDRF is proposed which combines the DRF and the delay.The DDRF is not only able to meet high locality but also achieve fairness.In the DDRF,the simulation results show the influence on the efficiency of jobs’ implement.http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.z2.001/DDRFschedulinglocalitycomputing cluster
spellingShingle Ping GUO
Li-jiang NING
Hai-zhu CHEN
Scheduling strategy for achieving locality in cluster
Tongxin xuebao
DDRF
scheduling
locality
computing cluster
title Scheduling strategy for achieving locality in cluster
title_full Scheduling strategy for achieving locality in cluster
title_fullStr Scheduling strategy for achieving locality in cluster
title_full_unstemmed Scheduling strategy for achieving locality in cluster
title_short Scheduling strategy for achieving locality in cluster
title_sort scheduling strategy for achieving locality in cluster
topic DDRF
scheduling
locality
computing cluster
url http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.z2.001/
work_keys_str_mv AT pingguo schedulingstrategyforachievinglocalityincluster
AT lijiangning schedulingstrategyforachievinglocalityincluster
AT haizhuchen schedulingstrategyforachievinglocalityincluster