CLOUD OPTIMIZATION USING WORKLOAD ANALYSIS

Patent №

US 8,914,515

Granted

2014-12-16

Filed 2011

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

2

planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13283683

A system, and computer program product for cloud optimization using workload analysis are provided in the illustrative embodiments. An architecture of a workload received for execution in a cloud computing environment is identified. The cloud computing environment includes a set of cloud computing resources. A section of the workload is identified and marked for static analysis. Static analysis is performed on the section to determine a characteristic of the workload. A subset of the set of cloud computing resources is selected such that a cloud computing resource in the subset is available for allocating to the workload and has a characteristic that matches the characteristic of the workload as determined from the static analysis. The subset of cloud computing resources is suggested to a job scheduler for scheduling the workload for execution.

AI classification

Planning1.00
AI hardware0.99
Knowledge representation0.12
Evolutionary computation0.07
Natural language0.03
Vision0.01
Machine learning0.01
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 271380257

Assignors

ALAPATI, SANGRAM, KUMAR, PRATHIBA, PALANI, GOWRI SHANKAR, RAVINDRAN, RAJAN, SADASIVAM, SATISH KUMAR

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

From the same owner

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