17935124. METHODS AND SYSTEMS FOR IDENTIFYING MULTIPLE WORKLOADS IN A HETEROGENEOUS ENVIRONMENT simplified abstract (SAMSUNG ELECTRONICS CO., LTD.)
METHODS AND SYSTEMS FOR IDENTIFYING MULTIPLE WORKLOADS IN A HETEROGENEOUS ENVIRONMENT
Organization Name
Inventor(s)
ROSHAN R. Nair of BENGALURU (IN)
VISHAK Guddekoppa of BENGALURU (IN)
METHODS AND SYSTEMS FOR IDENTIFYING MULTIPLE WORKLOADS IN A HETEROGENEOUS ENVIRONMENT - A simplified explanation of the abstract
This abstract first appeared for US patent application 17935124 titled 'METHODS AND SYSTEMS FOR IDENTIFYING MULTIPLE WORKLOADS IN A HETEROGENEOUS ENVIRONMENT
Simplified Explanation
The abstract describes a method for identifying multiple workloads in a heterogeneous environment. Here are the bullet points explaining the patent/innovation:
- Collect a variety of parameters from at least one layer of a system stack associated with the workloads.
- Correlate the collected parameters from different layers of the software stack.
- Create a feature set based on the correlated parameters.
- Process the feature set using a successively ordered classifier chain (SOCC) module.
- Identify the presence of the workloads in the heterogeneous environment in a data center.
Potential applications of this technology:
- Data center management: The method can be used to efficiently identify and manage different workloads in a data center, allowing for optimized resource allocation and performance monitoring.
- Performance optimization: By identifying and analyzing the parameters of different workloads, the method can help in optimizing the performance of the system stack and improving overall efficiency.
Problems solved by this technology:
- Workload identification: The method solves the problem of accurately identifying and distinguishing between multiple workloads in a heterogeneous environment, which can be challenging due to the complexity and diversity of the software stack.
- Resource allocation: By identifying the workloads, the method helps in allocating resources effectively, ensuring that each workload receives the necessary resources for optimal performance.
Benefits of this technology:
- Improved efficiency: By accurately identifying workloads and optimizing resource allocation, the method helps in improving the overall efficiency of the system stack and data center operations.
- Enhanced performance: The method enables performance optimization by analyzing the parameters of different workloads, leading to improved system performance and responsiveness.
- Simplified management: By automating the identification and analysis of workloads, the method simplifies the management of heterogeneous environments, reducing manual effort and potential errors.
Original Abstract Submitted
A method for identifying a plurality of workloads in a heterogenous environment includes collecting a plurality of parameters from at least one layer of a system stack associated with the plurality of workloads, correlating the collected plurality of parameters from different layers of software stack, and creating a feature set based on the correlated plurality of parameters. The method further includes processing the feature set using a successively ordered classifier chain (SOCC) module to identify the presence of the plurality of workloads in the heterogenous environment in a data center.
