Workload scheduler with cumulative weighting indexes
View Patent ↗A workload scheduler supporting the definition of a cumulative weighting index is proposed. The scheduler maintains ( 384 - 386 ) a profile for each job; the profile (built using statistics of previous executions of the job) defines an estimated usage of different resources of the system by the job. A tuning module imports ( 304 ) the attributes of the jobs from the profile. The attributes of each job are rated ( 306 - 307 ) according to an estimated duration of the job. The rated attributes so obtained are then combined ( 308 - 320 ), in order to define a single cumulative index for each job and a single cumulative index for each application (for example, weighting the rated attributes according to corresponding correction factors). In this way, the cumulative indexes allow an immediate comparison ( 324 - 356 ) of the impact of the different jobs/applications of a plan on the whole performance of the system.
1. A method of scheduling submission of work units for execution on a data processing system, comprising:
estimating a plurality of attributes for each work unit of a plurality of work units, each attribute of a work unit being indicative of a usage of a corresponding resource of the system by the work unit, wherein the plurality of attributes comprises a plurality of an attribute that represents processing power usage, an attribute that represents memory space occupation, an attribute that represents service unit consumption, an attribute that represents a number of tape mounts, an attribute that represents a number of input/output operations being executed, and an attribute that represents an amount of pages being printed;
combining the plurality of attributes of each work unit into a cumulative index, wherein the cumulative index is indicative of a total usage of resources of the system by the work unit, and wherein combining the plurality of attributes of each work unit into the cumulative index comprises:
estimating a time duration of the work unit;
dividing each of the plurality of attributes of the work unit by the estimated time duration of the work unit to form a plurality of rated attributes, wherein the plurality of rated attributes represent a distribution of the usage of the corresponding resource of the system by the work unit; and
calculating the cumulative index according to the plurality of rated attributes, wherein calculating the cumulative index according to the plurality of rated attributes, comprises:
weighting each of the plurality of rated attributes according to a correction factor associated with the corresponding resource of the system, wherein the correction factor is retrieved from a tuning database that dynamically updates the correction factor; and
summing the weighted attributes;
defining a plan of execution of the plurality of work units for optimizing a total usage of the resources of the system according to cumulative indexes of the plurality of work units;
verifying whether a sum of the cumulative indexes of work units of the plurality of work units to be executed concurrently according to the plan exceeds a first threshold value;
verifying for at least one selected resource of the resources of the system, whether a sum of the rated attributes of the work units to be executed concurrently according to the plan exceeds a second threshold value; and
submitting the plurality of work units of the plan to an administrator.