Capacity risk management for virtual machines
View Patent ↗An access data collector collects access assignment data characterizing active access assignment operations of a hypervisor in assigning host computing resources among virtual machines for use in execution of the virtual machines. Then, a capacity risk indicator calculator calculates a capacity risk indicator characterizing a capacity risk of the host computing resources with respect to meeting a prospective capacity demand of the virtual machines, based on the access assignment data.
1. A system including a non-transitory computer readable storage medium storing instructions executable by at least one semiconductor processor, the system comprising:
a data collector configured to cause the at least one semiconductor processor to collect data characterizing active operations of a hypervisor in assigning host computing resources among a plurality of virtual machines for use in execution of the plurality of virtual machines; and
a monitor configured to collect data characterizing levels of the host computing resources, the monitor using a capacity risk indicator calculator configured to cause the at least one semiconductor processor to,
calculate a capacity risk indicator characterizing a capacity risk of the host computing resources with respect to meeting a prospective capacity demand of the plurality of virtual machines, based on the data, and at least one calculated pressure index; and
automatically generate a plurality of records including, for each of the plurality of virtual machines, a summary risk indicator value, the summary risk indicator value being a weighted value determined using, for each of the plurality of virtual machines, predictive saturation data, operating system data, and the at least one calculated pressure index relative to a corresponding threshold.
2. The system of claim 1 , wherein the capacity risk indicator calculator includes at least two pressure index calculators configured to calculate corresponding pressure indexes, and is configured to calculate the capacity risk indicator based on a weighted combination of the corresponding pressure indexes.
3. The system of claim 1 , wherein the capacity risk indicator calculator is configured to calculate the capacity risk indicator including adding the at least one pressure index as a penalty to a corresponding level of the levels.
4. The system of claim 1 , wherein the at least one pressure index calculator includes a memory pressure index calculator, and the at least one pressure index includes a memory pressure index characterizing memory assignments of the hypervisor relative to a memory threshold.
5. The system of claim 4 , wherein the memory pressure index is calculated based on at least one of ballooning and swapping operations of the hypervisor included in the memory assignments.
6. The system of claim 1 , wherein the at least one pressure index calculator includes a central processor unit (CPU) pressure index calculator, and the at least one pressure index includes a CPU pressure index characterizing a wait time experienced by the virtual machines for access to CPU resources of the host computing resources, relative to a CPU threshold.
7. The system of claim 1 , wherein the at least one pressure index calculator includes a storage pressure index calculator, and the at least one pressure index includes a storage pressure index characterizing an input/output (I/O) latency experienced by the virtual machines for access to storage resources of the host computing resources, relative to a storage threshold.
8. The system of claim 1 , wherein the data characterizes inclusion of at least one of the virtual machines within at least one access queue of the hypervisor.
9. A method comprising:
collecting, using at least one semiconductor processor, data characterizing assignment operations of a hypervisor in assigning host computing resources among a plurality of virtual machines for use in execution of the plurality of virtual machines;
collecting, using at least one semiconductor processor, data characterizing levels of the host computing resources;
calculating, using at least one semiconductor processor, a capacity risk indicator characterizing a capacity risk of the host computing resources with respect to meeting a prospective capacity demand of the plurality of virtual machines, based on the data and at least one calculated pressure index, and
automatically generating a plurality of records including, for each of the plurality of virtual machines, a summary risk indicator value, the summary risk indicator value being a weighted value determined using, for each of the plurality of virtual machines, predictive saturation data, operating system data, and the at least one calculated pressure index relative to a corresponding threshold.
10. The method of claim 9 , wherein the at least one pressure index characterizes overhead activity of the hypervisor in assigning the host computing resources among the virtual machines.
11. The method of claim 9 , wherein the capacity risk indicator characterizes a saturation level of at least a portion of the host computing resources.
12. A computer program product including a non-transitory computer readable storage medium storing instructions executable by at least one semiconductor processor, to cause the at least one semiconductor processor to:
collect access assignment data characterizing active access assignment operations of a hypervisor in assigning host computing resources among a plurality of virtual machines for use in execution of the plurality of virtual machines;
collecting, using at least one semiconductor processor, data characterizing utilization levels of the host computing resources;
calculate a capacity risk indicator characterizing a capacity risk of the host computing resources with respect to meeting a prospective capacity demand of the plurality of virtual machines, based on the data and at least one calculated pressure index, and
automatically generate a plurality of records including, for each of the plurality of virtual machines, a summary risk indicator value, the summary risk indicator value being a weighted value determined using, for each of the plurality of virtual machines, predictive saturation data, operating system data, and the at least one calculated pressure index relative to a corresponding threshold.
13. The computer program product of claim 12 , wherein the instructions, when executed, are further configured to cause the at least one semiconductor processor to:
calculate at least two pressure indexes; and
calculate the capacity risk indicator based on a weighted combination of the at least two pressure indexes.
14. The computer program product of claim 12 , wherein the at least one pressure index includes:
a memory pressure index characterizing memory assignments of the hypervisor relative to a memory threshold;
a central processor unit (CPU) pressure index characterizing a wait time experienced by the virtual machines for access to CPU resources of the host computing resources, relative to a CPU threshold; and
a storage pressure index characterizing an input/output (I/O) latency experienced by the virtual machines for access to storage resources of the host computing resources, relative to a storage threshold.