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An adaptive read/write optimized algorithm for Ceph heterogeneous systems via performance prediction and multi-attribute decision making

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Bibliographic Details
Main Authors: Zhike, Li, Yong, Wang
Format: Book
Language:English
Published: Springer 2023
Subjects:
The advent of the Big Data
Software Defined Network (SDN) technology
Online Access:https://link.springer.com/article/10.1007/s10586-022-03764-3
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7360
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spelling oai:localhost:PNK-73602023-03-31T01:50:18Z An adaptive read/write optimized algorithm for Ceph heterogeneous systems via performance prediction and multi-attribute decision making Zhike, Li Yong, Wang The advent of the Big Data Software Defined Network (SDN) technology CC BY The advent of the Big Data era has brought considerable challenges to storing and managing massive data. Moreover, distributed storage systems are critical to the pressure and storage capacity costs. The Ceph cloud storage system only selects data storage nodes based on node storage capacity. This node selection method results in load imbalance and limited storage scenarios in heterogeneous storage systems. Therefore, we add node heterogeneity, network state, and node load as performance weights to the CRUSH algorithm and optimize the performance of the Ceph system by improving load balancing. We designed a cloud storage system model based on Software Defined Network (SDN) technology. 2023-03-31T01:48:15Z 2023-03-31T01:48:15Z 2023 Book https://link.springer.com/article/10.1007/s10586-022-03764-3 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7360 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic The advent of the Big Data
Software Defined Network (SDN) technology
spellingShingle The advent of the Big Data
Software Defined Network (SDN) technology
Zhike, Li
Yong, Wang
An adaptive read/write optimized algorithm for Ceph heterogeneous systems via performance prediction and multi-attribute decision making
description CC BY
format Book
author Zhike, Li
Yong, Wang
author_facet Zhike, Li
Yong, Wang
author_sort Zhike, Li
title An adaptive read/write optimized algorithm for Ceph heterogeneous systems via performance prediction and multi-attribute decision making
title_short An adaptive read/write optimized algorithm for Ceph heterogeneous systems via performance prediction and multi-attribute decision making
title_full An adaptive read/write optimized algorithm for Ceph heterogeneous systems via performance prediction and multi-attribute decision making
title_fullStr An adaptive read/write optimized algorithm for Ceph heterogeneous systems via performance prediction and multi-attribute decision making
title_full_unstemmed An adaptive read/write optimized algorithm for Ceph heterogeneous systems via performance prediction and multi-attribute decision making
title_sort adaptive read/write optimized algorithm for ceph heterogeneous systems via performance prediction and multi-attribute decision making
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s10586-022-03764-3
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7360
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score 8.887836

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