Research Article

Optimized Speculative Execution to Improve Performance of MapReduce Jobs on Virtualized Computing Environment

Table 1

System-level workload considered in this paper.

System-level
workload
Meaning

cpuutilAverage CPU utilization
memutilAverage memory utilization
rpsAverage number of read operations per second
wpsAverage number of write operations per second
awaitAverage waiting time of the I/O operations
svctmAverage time spent for the request in the disk device