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Systems and methods for service demand based performance prediction with varying workloads
Systems and methods for service demand based performance prediction with varying workloads
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机译:用于在不同工作负载下基于服务需求的性能预测的系统和方法
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摘要
Systems and methods for service demand based performance prediction with varying workloads are provided. Chebyshev nodes serve as optimum number of load testing points to minimize polynomial interpolation error rates. Chebyshev nodes are identified for a pre-determined range of concurrencies in the application under test. An array of interpolated service demands at the Chebyshev nodes, when integrated with a modified multi-server Mean Value Analysis (MVA) technique provides superior throughput and response time predictions.
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