Enterprise Benchmark Filtering for Industry-Specific Service Updates
Find Innovative SolutionsGenerate Solutions
Solution Overview
Problem
Existing data processing systems face challenges in providing relevant computer-implemented services due to the use of benchmarks that are not industry-specific, leading to a decreased likelihood of meeting the requirements of the sector they operate in.
Innovation Solution
A method and system for updating data processing systems based on filtered benchmarks that are tailored to client ascribed levels of significance and industry-specific field of use data, ensuring that hardware and software components operate in desirable conditions conducive to providing relevant services.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If generic benchmarks are used to update data processing systems, then the system can be updated with general-purpose optimizations, but the system may not meet industry-specific requirements and provide relevant services
Solution Approach 1:
The patent segments the benchmarking process into multiple specialized benchmark suites, each tailored to specific industry sectors (e.g., healthcare, finance, retail). Instead of using a single generic benchmark, the system divides the evaluation into sector-specific components that measure performance metrics relevant to each industry, thereby improving adaptability while ensuring reliability through targeted measurement.
Solution Approach 2:
The patent applies local quality by customizing benchmark characteristics according to specific industry requirements. Each industry sector receives benchmarks with locally optimized parameters and metrics that reflect its unique operational context. For example, healthcare benchmarks prioritize data privacy and security metrics, while retail benchmarks focus on transaction processing speed, ensuring that each sector receives appropriately tailored evaluation criteria.
2Reliability
If industry-specific filtered benchmarks are used, then the system provides services relevant to the sector, but the benchmarking process becomes more complex
Solution Approach 1:
The patent implements dynamics by making the benchmark selection process adaptive and configurable. The system dynamically selects and applies appropriate benchmark suites based on the identified industry sector, allowing the complexity to vary according to needs. The benchmarking framework remains flexible, enabling organizations to activate or deactivate specific benchmark modules based on their sector requirements, thus managing complexity while maintaining reliability.
Solution Approach 2:
The patent introduces an intermediary layer (the benchmark filtering and selection system) that sits between the raw benchmark data and the evaluation process. This intermediary automatically filters and selects appropriate benchmarks based on industry sector identification, reducing the apparent complexity for end users. The intermediary handles the complexity of managing multiple industry-specific benchmarks while presenting a simplified interface to organizations being evaluated.
Data Source
AI summary
Methods, systems, and devices for managing operation of a data processing system that provides computer implemented services. To manage the operation of the data processing system, telemetry data for the data processing system, filtering data indicating client ascribed levels of significance to benchmarks, and client ascribed field of use data for the data processing system may be obtained. Based on the telemetry data and benchmark criteria, the benchmarks for the data processing system may also be obtained. The benchmarks may be filtered based on the filtering data to obtain filtered benchmark data. Based on the filtered benchmark data and the client ascribed field of use data, update data may be obtained for the data processing system. Update of the operation of the data processing system may be initiated using the update data to obtain an updated data processing system that provides updated computer implemented services.