测试分类 HiBench共计19个测试方向,可大致分为6个测试类别:分别是micro,ml(机器学习),sql,graph,websearch和streaming. 2.1 micro Benchmarks 排序(sort)此工作负载对其文本输入数据进行排序,该数据是使用RandomTextWriter生成的. 词频统计(wordcount)此工作负载计算输入数据中每个单词的出现次数,这些单词是使用RandomTextWriter生成的.它代表了一种典型的MapReduce作业. TeraSor…

很多内容之前的博客已经提过,这里不再赘述,详细内容参照本系列前面的博客:https://www.cnblogs.com/ratels/p/10970905.html 和 https://www.cnblogs.com/ratels/p/10976060.html 执行脚本 bin/workloads/sql/scan/prepare/prepare.sh 返回信息 [root@node1 prepare]# ./prepare.sh patching args= Parsing conf: /h…

很多内容之前的博客已经提过,这里不再赘述,详细内容参照本系列前面的博客:https://www.cnblogs.com/ratels/p/10970905.html 创建并修改配置文件conf/spark.conf cp conf/spark.conf.template conf/spark.conf 参考:https://github.com/Intel-bigdata/HiBench/blob/master/docs/run-sparkbench.md,设置属性为下列值 # Spark ho…

Scan Join Aggregation Scan Join Aggregation Scan Join Aggregation Scan Join Aggregation Scan Join Aggregation…

run.sh #!/bin/bash # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses th…

安装Scala 使用spark-shell命令进入shell模式,查看spark版本和Scala版本: 下载Scala2.10.5 wget https://downloads.lightbend.com/scala/2.10.5/scala-2.10.5.tgz 解压 tar -xzvf scala-2.10.5.tgz 创建文件夹 mkdir -p /usr/local/scalacp -r scala-2.10.5 /usr/local/scala 配置环境 vim /etc/profil…

workload_functions.sh 是测试程序的入口,粘连了监控程序 monitor.py 和 主运行程序: #!/bin/bash # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information…

<The HiBench Benchmark Suite: Characterization of the MapReduce-Based Data Analysis>内容精选 We then evaluate and characterize the Hadoop framework using HiBench, in terms of speed (i.e., job running time), throughput (i.e., the number of tasks complete…

#!/usr/bin/env python2 # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF license…

monitor.py 是主监控程序,将监控数据写入日志,并统计监控数据生成HTML统计展示页面: #!/usr/bin/env python2 # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information…