A computer-implemented method for identifying computer resource utilization issues of a computer, the method comprising: processing, by the computer, a collector script repeatedly at the end of first time intervals to collect resource utilization data of processes running on the computer and store the resource utilization data in a file, wherein the resource utilization data of a process includes data entries containing a user identity for the process and at least one of a command instruction, a process identity, an amount of central processing unit processing time that the process has used to date, and an amount of memory the process is currently holding; processing, by the computer, a processor script repeatedly at the end of second time intervals to access the resource utilization data of processes generated by the collector script since the end of the last second time interval, determine resource utilization data per user identity from the accessed resource utilization data of processes, and to store the resource utilization data of user identities in a file, wherein second time interval has a duration of "n" first time intervals, where "n" is an integer greater than one; processing, by the computer, a transfer script repeatedly at the end of third time intervals to access the resource utilization data of user identities collected by the processor script since the end of the last third time interval, collect system activity report data and computer hardware configuration data, and to send the collected computer data to a central server, wherein the third time interval has a duration of "m" second time intervals, where "m" is an integer greater than one; accessing (320, 810), by a processor, resource utilization data of user identities for the computer; performing (330, 820), by the processor, statistical analysis on the resource utilization data to identify a range of normal measurements for the metric for the particular period of time included in the resource utilization data; and comparing, by the processor, measurements of the metric of the resource utilization data for the particular period of time with the identified range of normal measurements to identify measurements that are outside of the identified range of normal measurements. processing, by the computer, a collector script repeatedly at the end of first time intervals to collect resource utilization data of processes running on the computer and store the resource utilization data in a file, wherein the resource utilization data of a process includes data entries containing a user identity for the process and at least one of a command instruction, a process identity, an amount of central processing unit processing time that the process has used to date, and an amount of memory the process is currently holding; processing, by the computer, a processor script repeatedly at the end of second time intervals to access the resource utilization data of processes generated by the collector script since the end of the last second time interval, determine resource utilization data per user identity from the accessed resource utilization data of processes, and to store the resource utilization data of user identities in a file, wherein second time interval has a duration of "n" first time intervals, where "n" is an integer greater than one; processing, by the computer, a transfer script repeatedly at the end of third time intervals to access the resource utilization data of user identities collected by the processor script since the end of the last third time interval, collect system activity report data and computer hardware configuration data, and to send the collected computer data to a central server, wherein the third time interval has a duration of "m" second time intervals, where "m" is an integer greater than one; accessing (320, 810), by a processor, resource utilization data of user identities for the computer; performing (330, 820), by the processor, statistical analysis on the resource utilization data to identify a range of normal measurements for the metric for the particular period of time included in the resource utilization data; and comparing, by the processor, measurements of the metric of the resource utilization data for the particular period of time with the identified range of normal measurements to identify measurements that are outside of the identified range of normal measurements.