Performance analysis of BigData Frameworks using BigBench
The ALOJA benchmarking platform is expanded with the first standardized Big Data benchmark: BigBench, in which a elasticity test extension is added. By making use of ALOJA and BigBench we compare the de facto SQL Big Data engine: Hive, against the on-growing Spark-SQL.
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| Format: | master thesis |
| Publication Date: | 2018 |
| Country: | España |
| Institution: | Universitat Politècnica de Catalunya (UPC) |
| Repository: | UPCommons. Portal del coneixement obert de la UPC |
| Language: | English |
| OAI Identifier: | oai:upcommons.upc.edu:2117/117985 |
| Online Access: | https://hdl.handle.net/2117/117985 |
| Access Level: | Open access |
| Keyword: | Big data Cloud computing aloja bigbench big bata benchmark hadoop spark hive sql query cluster namenode datanode HDFS yarn Dades massives Computació en núvol Àrees temàtiques de la UPC::Informàtica |
| Summary: | The ALOJA benchmarking platform is expanded with the first standardized Big Data benchmark: BigBench, in which a elasticity test extension is added. By making use of ALOJA and BigBench we compare the de facto SQL Big Data engine: Hive, against the on-growing Spark-SQL. |
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