View source for 17456210. Avoidance of Workload Duplication Among Split-Clusters simplified abstract (International Business Machines Corporation)

=Avoidance of Workload Duplication Among Split-Clusters=


==Organization Name==

[[:Category:International Business Machines Corporation|International Business Machines Corporation]]


[[Category:International Business Machines Corporation]]

==Inventor(s)==

[[:Category:Hai Hui Wang of Xian (CN)|Hai Hui Wang of Xian (CN)]][[Category:Hai Hui Wang of Xian (CN)]]

[[:Category:Shan Gao of Beijing (CN)|Shan Gao of Beijing (CN)]][[Category:Shan Gao of Beijing (CN)]]

[[:Category:Yang Gao of Xian (CN)|Yang Gao of Xian (CN)]][[Category:Yang Gao of Xian (CN)]]

==Avoidance of Workload Duplication Among Split-Clusters - A simplified explanation of the abstract==


This abstract first appeared for US patent application 17456210 titled 'Avoidance of Workload Duplication Among Split-Clusters

==Simplified Explanation==

The abstract of this patent application describes a computer implemented method for avoiding workload duplication in a cluster environment. Here is a simplified explanation of the abstract:

* The computer system identifies a change in the state of a set of cluster resources in a cluster of nodes.
* Upon detecting the state change, the computer system predicts the resource requirements for a workload that is in a queue.
* Based on the predicted resource requirements, the computer system determines a pre-assignment of the workload to a sub-cluster within the cluster.
* The computer system marks the workload to indicate the pre-assignment to the sub-cluster.

Potential Applications:

* This technology can be applied in various cluster computing environments, such as cloud computing or distributed computing systems.
* It can be used in scenarios where multiple nodes or servers work together to process large amounts of data or perform complex computations.

Problems Solved:

* Workload duplication can lead to inefficient resource utilization and increased processing time.
* By predicting resource requirements and pre-assigning workloads to sub-clusters, this technology helps avoid duplication and improves overall efficiency.

Benefits:

* Avoiding workload duplication reduces resource wastage and improves the utilization of cluster resources.
* Pre-assigning workloads based on predicted resource requirements helps optimize workload distribution and reduces processing time.
* This technology can lead to cost savings by maximizing the efficiency of cluster computing environments.


==Original Abstract Submitted==

A computer implemented method avoids workload duplication in a cluster environment. The computer identifies a state change among a set of cluster resources in a cluster of nodes. Responsive to identifying the state change, the computer predicts resource requirements for a queued workload. The computer determines a pre-assignment of the queued workload to a sub-cluster according to the resource requirements that were predicted for the queued workload. The computer marks the queued workload to indicate the pre-assignment to the sub-cluster.



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