Comparison of Open-Source Distributed Computing Framework for Big Data
A comparison of three open source distributed computing frameworks for big data （Hive，Impala and Spark）was conducted.Tests were run to evaluate the performance aiming at real business demands.The cost of implementation to meet business requirements was also discussed.
Saved in:
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
Beijing Xintong Media Co., Ltd
2015-07-01
|
| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015174/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1841529566497079296 |
|---|---|
| author | Ai Fang Xiong Xu Bing Liang Yuzhong Zhang Yiping Yang |
| author_facet | Ai Fang Xiong Xu Bing Liang Yuzhong Zhang Yiping Yang |
| author_sort | Ai Fang |
| collection | DOAJ |
| description | A comparison of three open source distributed computing frameworks for big data （Hive，Impala and Spark）was conducted.Tests were run to evaluate the performance aiming at real business demands.The cost of implementation to meet business requirements was also discussed. |
| format | Article |
| id | doaj-art-d4ccf823616a4d18b2785e17078837ac |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2015-07-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-d4ccf823616a4d18b2785e17078837ac2025-01-15T03:17:06ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012015-07-013115215759614957Comparison of Open-Source Distributed Computing Framework for Big DataAi FangXiong XuBing LiangYuzhong ZhangYiping YangA comparison of three open source distributed computing frameworks for big data （Hive，Impala and Spark）was conducted.Tests were run to evaluate the performance aiming at real business demands.The cost of implementation to meet business requirements was also discussed.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015174/big dataHiveMapReduceImpalaSpark |
| spellingShingle | Ai Fang Xiong Xu Bing Liang Yuzhong Zhang Yiping Yang Comparison of Open-Source Distributed Computing Framework for Big Data Dianxin kexue big data Hive MapReduce Impala Spark |
| title | Comparison of Open-Source Distributed Computing Framework for Big Data |
| title_full | Comparison of Open-Source Distributed Computing Framework for Big Data |
| title_fullStr | Comparison of Open-Source Distributed Computing Framework for Big Data |
| title_full_unstemmed | Comparison of Open-Source Distributed Computing Framework for Big Data |
| title_short | Comparison of Open-Source Distributed Computing Framework for Big Data |
| title_sort | comparison of open source distributed computing framework for big data |
| topic | big data Hive MapReduce Impala Spark |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2015174/ |
| work_keys_str_mv | AT aifang comparisonofopensourcedistributedcomputingframeworkforbigdata AT xiongxu comparisonofopensourcedistributedcomputingframeworkforbigdata AT bingliang comparisonofopensourcedistributedcomputingframeworkforbigdata AT yuzhongzhang comparisonofopensourcedistributedcomputingframeworkforbigdata AT yipingyang comparisonofopensourcedistributedcomputingframeworkforbigdata |