System and method for determining resources utilization in a virtual network
AssigneeimVision Software Technologies Ltd.
InventorYoav Spector
Life of this patent
Estimating the term…
Abstract
A system and method for determining optimized resources utilization in a virtual network. The method includes collecting a computing resource parameter from a virtual network, where the computing resource parameter includes at least performance measurements of computing resources in the virtual network; accessing a key performance indicator, where the key performance indicator includes measurement of network traffic performance; and determining, based on the computing resource parameter and the key performance indicator, an optimized resource parameter over a period of time that indicates a usage rule for a computing resource component.
Claims15
A method for determining optimized resources utilization in a virtual network, comprising:
- collecting at least one computing resource parameter, wherein the at least one computing resource parameter comprises a measurement of computing resources performance in the virtual network;
- collecting at least one key performance indicator, where the at least one key performance indicator includes measurement of network traffic performance;
- determining, based on the at least one computing resource parameter and the at least one key performance indicator, at least one optimized resource parameter over a period of predetermined time interval, wherein the optimized resource parameter indicates a usage rule for a computing resource component;
- generating a data model using machine learning techniques, based on the at least one computing resource parameter and the at least one key performance indicator, wherein the data model describes a connection between the virtual network's performance and the collected measurements of the at least one computing resource parameter and the at least one key performance indicator;
- and
- configuring the computing resource component with the determined usage rule.
A non-transitory computer readable medium having stored thereon instructions for causing a processing circuitry to perform a method for determining optimized resources utilization in a virtual network, the method comprising:
- collecting at least one computing resource parameter, wherein the at least one computing resource parameter comprises a measurement of computing resources performance in the virtual network;
- accessing at least one key performance indicator, where the at least one key performance indicator includes measurement of network traffic performance;
- determining, based on the at least one computing resource parameter and the at least one key performance indicator, at least one optimized resource parameter over a period of predetermined time interval, wherein the optimized resource parameter indicates a usage rule for a computing resource component;
- generating a data model using machine learning techniques, based on the at least one computing resource parameter and the at least one key performance indicator, wherein the data model describes a connection between the virtual network's performance and the collected measurements of the at least one computing resource parameter and the at least one key performance indicator;
- and
- configuring the computing resource component with the determined usage rule.
A system for determining optimized resources utilization in a virtual network, comprising:
- a processing circuitry;
- and
- a memory, the memory containing instructions that, when executed by the processing circuitry, configure the system to:
- collect at least one computing resource parameter, wherein the at least one computing resource parameter comprises a measurement of computing resources performance in the virtual network;
- access at least one key performance indicator, where the at least one key performance indicator includes measurement of network traffic performance;
- determine, based on the at least one computing resource parameter and the at least one key performance indicator, at least one optimized resource parameter over a period of predetermined time interval, wherein the optimized resource parameter indicates a usage rule for a computing resource component;
- generate a data model using machine learning techniques, based on the at least one computing resource parameter and the at least one key performance indicator, wherein the data model describes a connection between the virtual network's performance and the collected measurements of the at least one computing resource parameter and the at least one key performance indicator;
- and
- configure the computing resource component with the determined usage rule.
Dependencies are inferred from the claim text.