Applications of a big data platform based on PaaS
As a platform of data storage,processing,and service,big data platform needs to support internal and external various big data applications.A solution applied PaaS technology to the big data platform was proposed.Details of the key technical solutions such as the architecture of PaaS cloud computing...
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| Format: | Article |
| Language: | zho |
| Published: |
Beijing Xintong Media Co., Ltd
2018-01-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2018043/ |
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| _version_ | 1841530332926443520 |
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| author | Haiyong XU Yan HUANG |
| author_facet | Haiyong XU Yan HUANG |
| author_sort | Haiyong XU |
| collection | DOAJ |
| description | As a platform of data storage,processing,and service,big data platform needs to support internal and external various big data applications.A solution applied PaaS technology to the big data platform was proposed.Details of the key technical solutions such as the architecture of PaaS cloud computing platform,hierarchical scheduling scheme,multi-tenant management and global scheduling of Hadoop tasks were described.It was proved that the platform could remarkably improve big data application development efficiency and help application deployment fast.In the meantime,good elastic scaling capability can effectively improve big data application system resource utilization. |
| format | Article |
| id | doaj-art-e9b4fb13b39042ef96ca1ba3e090b8f1 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2018-01-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-e9b4fb13b39042ef96ca1ba3e090b8f12025-01-15T03:05:27ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012018-01-013414815759597724Applications of a big data platform based on PaaSHaiyong XUYan HUANGAs a platform of data storage,processing,and service,big data platform needs to support internal and external various big data applications.A solution applied PaaS technology to the big data platform was proposed.Details of the key technical solutions such as the architecture of PaaS cloud computing platform,hierarchical scheduling scheme,multi-tenant management and global scheduling of Hadoop tasks were described.It was proved that the platform could remarkably improve big data application development efficiency and help application deployment fast.In the meantime,good elastic scaling capability can effectively improve big data application system resource utilization.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2018043/big dataPaaSHadoopYARN schedulercloud service |
| spellingShingle | Haiyong XU Yan HUANG Applications of a big data platform based on PaaS Dianxin kexue big data PaaS Hadoop YARN scheduler cloud service |
| title | Applications of a big data platform based on PaaS |
| title_full | Applications of a big data platform based on PaaS |
| title_fullStr | Applications of a big data platform based on PaaS |
| title_full_unstemmed | Applications of a big data platform based on PaaS |
| title_short | Applications of a big data platform based on PaaS |
| title_sort | applications of a big data platform based on paas |
| topic | big data PaaS Hadoop YARN scheduler cloud service |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2018043/ |
| work_keys_str_mv | AT haiyongxu applicationsofabigdataplatformbasedonpaas AT yanhuang applicationsofabigdataplatformbasedonpaas |