Infrastructure driven auto-scaling of workloads
US-2024419470-A1 · Dec 19, 2024 · US
US9588779B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9588779-B2 |
| Application number | US-201414565286-A |
| Country | US |
| Kind code | B2 |
| Filing date | Dec 9, 2014 |
| Priority date | Dec 9, 2014 |
| Publication date | Mar 7, 2017 |
| Grant date | Mar 7, 2017 |
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A method, apparatus and computer program product that allows for maintaining correct states of all sub-components in a state machine, even as sub-components leave the state machine and later rejoin in some previous state. Preferably, this is achieved without requiring the system to remember the states of all sub-components or a log of every event that was fed into the state machine. Thus, the technique does not require any knowledge of the previous state of the sub-components nor the need to preserve a complete log of events that were fed into the state machine. The state machine may be used to enhance the operation of a technological process, such as a workload management environment.
Opening claim text (preview).
Having described our invention, what we now claim is as follows: 1. Apparatus for managing a state machine comprising a main component, and one or more sub-components, wherein the main component maintains, for each sub-component, a log of events associated with transitions in states of the main component and the one or more sub-components, comprising: one or more hardware processors; computer memory holding computer program instructions executed by the hardware processors and operative to: for each sub-component, and in response to occurrence of an event that causes the sub-component to transition state, determine whether the event supersedes or reverses a prior event previously logged in association with a state transition of the sub-component; upon determining that the event supersedes or reverses the prior event previously logged in association with a state transition, prune the prior event from the log to generate a pruned log; upon joinder or re-joinder to the state machine of a given sub-component, and prior to the main component initiating a replay operation for the given sub-component, force the given sub-component into an initial state; and thereafter use the pruned log to transition the given sub-component from its initial state to a time-consistent state associated with the main component and each of the one or more sub-components, wherein the pruned log is used to transition the given sub-component from its initial state to the time-consistent state during the replay operation, the replay operation replaying a list of events recorded by the main component while the given sub-component is not connected to the state machine; and wherein the state machine does not need to have any knowledge of a current state of the given sub-component at a time the given sub-component connects to the state machine. 2. The apparatus as described in claim 1 wherein the given sub-component is placed into the initial state using one and only one event. 3. The apparatus as described in claim 1 wherein the computer program instructions are further operative to record the triggering event in the log. 4. The apparatus as described in claim 1 wherein the computer program instructions are further operative to save the log and the pruned log in association with a backup main component. 5. The apparatus described in claim 4 wherein the computer program instructions are further operative to transition the backup main component to function as the main component upon a failure of the main component. 6. The apparatus as described in claim 1 wherein the state machine manages operational states for a workload management environment. 7. A computer program product in a non-transitory computer readable medium for use in a data processing system for managing a state machine comprising a main component, and one or more sub-components, wherein the main component maintains, for each sub-component, a log of events associated with transitions in states of the main component and the one or more sub-components, the computer program product holding computer program instructions executed by the data processing system and operative to: for each sub-component, and in response to occurrence of an event that causes the sub-component to transition state, determine whether the event supersedes or reverses a prior event previously logged in association with a state transition of the sub-component; upon determining that the event supersedes or reverses the prior event previously logged in association with a state transition, prune the prior event from the log to generate a pruned log; upon joinder or re-joinder to the state machine of a given sub-component, and prior to the main component initiating a replay operation for the given sub-component, force the given sub-component into an initial state; and thereafter use the pruned log to transition the given sub-component from its initial state to a time-consistent state associated with the main component and each of the one or more sub-components, wherein the pruned log is used to transition the given sub-component from its initial state to the time-consistent state during the replay operation, the replay operation replaying a list of events recorded by the main component while the given sub-component is not connected to the state machine; and wherein the state machine does not need to have any knowledge of a current state of the given sub-component at a time the given sub-component connects to the state machine. 8. The computer program product as described in claim 7 wherein the given sub-component is placed into the initial state using one and only one event. 9. The computer program product as described in claim 7 wherein the computer program instructions are further operative to record the triggering event in the log. 10. The computer program product as described in claim 7 wherein the computer program instructions are further operative to save the log and the pruned log in association with a backup main component. 11. The computer program product described in claim 10 wherein the computer program instructions are further operative to transition the backup main component to function as the main component upon a failure of the main component. 12. The computer program product as described in claim 7 wherein the state machine manages operational states for a workload management environment.
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