11. A computer program product for autonomic caching in an in memory data grid (IMDG), the computer program product comprising: a non-transitory computer readable storage medium having computer readable program code embodied therewith, the computer readable program code comprising: computer readable program code for receiving from a client of the IMDG a request for a primary query in the IMDG; computer readable program code for monitoring resource utilization in the IMDG: computer readable program code for associating the primary query with a previously requested sub-query related to the primary query in response to the monitored resource utilization falling below a threshold value indicating available resource utilization, wherein associating the primary query with the previously requested sub-query comprises determining that a sub-query uses a portion of a result set from a previously requested primary query and mapping the previously requested primary query to the sub-query, wherein the previously requested sub-query is associated with the primary query in reference to fields of the primary query upon which the sub-query is based; computer readable program code for directing the sub-query concurrently with a directing of the primary query without waiting to receive a request for the sub-query from the client in response to the monitored resource utilization falling below the threshold value; and, computer readable program code for caching query results of the sub-query subsequent to a completion of the primary query.
11. A computer program product for autonomic caching in an in memory data grid (IMDG), the computer program product comprising: a non-transitory computer readable storage medium having computer readable program code embodied therewith, the computer readable program code comprising: computer readable program code for receiving from a client of the IMDG a request for a primary query in the IMDG; computer readable program code for monitoring resource utilization in the IMDG: computer readable program code for associating the primary query with a previously requested sub-query related to the primary query in response to the monitored resource utilization falling below a threshold value indicating available resource utilization, wherein associating the primary query with the previously requested sub-query comprises determining that a sub-query uses a portion of a result set from a previously requested primary query and mapping the previously requested primary query to the sub-query, wherein the previously requested sub-query is associated with the primary query in reference to fields of the primary query upon which the sub-query is based; computer readable program code for directing the sub-query concurrently with a directing of the primary query without waiting to receive a request for the sub-query from the client in response to the monitored resource utilization falling below the threshold value; and, computer readable program code for caching query results of the sub-query subsequent to a completion of the primary query. 13. The computer program product of claim 11 , wherein the resource utilization is central processing unit (CPU) utilization.