BALANCING MAINFRAME AND DISTRIBUTED WORKLOADS BASED ON PERFORMANCE AND COSTS

Patent №

US 11,675,631

Granted

2023-06-13

Filed 2020

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

2

planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17035873

In an approach for balancing mainframe and distributed workloads, a processor receives a request to allocate an application workload to a mainframe platform and a distributed computing platform. The application workload includes a plurality of work units. A processor collects performance and cost data associated with the application workload, the mainframe platform, and the distributed computing platform. A processor determines the mainframe platform and the distributed computing platform for the plurality of work units of the application workload, based on the analysis of the performance and cost data. A processor allocates the plurality of work units of the application workload to run on the mainframe platform and the distributed computing platform respectively to balance performance and cost in real time.

PlanningAI hardwareG06F 9/5027G06F 9/5083G06F 9/505G06Q 10/06315G06F 2209/501G06F 2209/5015G06F 2209/5017

AI classification

AI hardware0.76
Planning0.76
Knowledge representation0.18
Machine learning0.01
Natural language0.01
Vision0.00
Speech0.00
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 539110794

Assignors

MOREIRA MARTINS, ALLAN DOUGLAS, BATTIVA FERREIRA, TIAGO, BIONDO JUNIOR, JOSE GILBERTO, DIAS GENEROSO, TIAGO, FERREIRA, ROBERT JUSTINIANO

On an employer assignment, the assignors are typically the inventors.

From the same owner

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